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Workshop/RegML
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https://openreview.net/forum?id=myWKEmGKfL
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Eoin Kenny",
"Julie Shah"
] |
In Pursuit of Regulatable LLMs
| null |
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Workshop/RegML
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https://openreview.net/forum?id=kZBHvU5lIY
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Luke Guerdan",
"Amanda Coston",
"Steven Wu",
"Ken Holstein"
] |
Policy Comparison Under Unmeasured Confounding
| null |
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Workshop/RegML
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https://openreview.net/forum?id=kAT1410oDy
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Rui-Jie Yew",
"Lucy Qin",
"Suresh Venkatasubramanian"
] |
You Still See Me: How Data Protection Supports the Architecture of ML Surveillance
| null |
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Workshop/RegML
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https://openreview.net/forum?id=jpuV8Mzc0R
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Karen Sayal",
"Markus Trengove",
"Finnian Firth",
"Lea Goetz"
] |
Advancing Clinical Trials via Real-World Aligned ML Best Practices
| null |
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Workshop/RegML
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https://openreview.net/forum?id=inZoxsEpYn
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ioanna Papageorgiou",
"Carlos Mougan"
] |
Necessity of Processing Sensitive Data for Bias Detection and Monitoring: A Techno-Legal Exploration
| null |
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Workshop/RegML
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https://openreview.net/forum?id=fiJEolaPj9
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Niva Elkin-Koren",
"Uri Hacohen",
"Roi Livni",
"Shay Moran"
] |
Can copyright be reduced to privacy
| null |
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Workshop/RegML
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https://openreview.net/forum?id=fTv0LQRCZM
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Weiwei Kong",
"Andres Munoz medina",
"Mónica Ribero"
] |
RényiTester: A Variational Approach to Testing Differential Privacy
| null |
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Workshop/RegML
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https://openreview.net/forum?id=bynBtr8ovP
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Andres Munoz medina",
"Travis Dick",
"Claudio Gentile",
"Robert Istvan Busa-Fekete",
"Marika Swanberg"
] |
A Unified Analysis of Label Inference Attacks
| null |
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Workshop/RegML
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https://openreview.net/forum?id=WLw1oDGR2Q
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Minzhou Pan",
"Yi Zeng",
"Xue Lin",
"Ning Yu",
"Cho-Jui Hsieh",
"Ruoxi Jia"
] |
AnchMark: Anchor-contrastive Watermarking vs GenAI-based Image Modifications
| null |
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Workshop/RegML
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https://openreview.net/forum?id=V4hGy6Xm11
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"CJ Carey",
"Travis Dick",
"Alessandro Epasto",
"Adel Javanmard",
"Josh Karlin",
"Shankar Kumar",
"Andres Munoz medina",
"Vahab Mirrokni",
"Gabriel Nunes",
"Sergei Vassilvitskii",
"Peilin Zhong"
] |
A new Framework for Measuring Re-Identification Risk
| null |
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Workshop/RegML
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https://openreview.net/forum?id=R5MTSLPyYZ
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mohammad Yaghini",
"Patty Liu",
"Franziska Boenisch",
"Nicolas Papernot"
] |
Learning to Walk Impartially on the Pareto Frontier of Fairness, Privacy, and Utility
| null |
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Workshop/RegML
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https://openreview.net/forum?id=M2aNjwX4Ec
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Manish Raghavan",
"Pauline Kim"
] |
Limitations of the “Four-Fifths Rule” and Statistical Parity Tests for Measuring Fairness
| null |
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Workshop/RegML
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https://openreview.net/forum?id=LYAfgPsJ41
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Xinyu Yang",
"Weixin Liang",
"James Zou"
] |
Navigating Dataset Documentation in ML: A Large-Scale Analysis of Dataset Cards on Hugging Face
| null |
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Workshop/RegML
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https://openreview.net/forum?id=L97dqPfQdT
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jean Feng",
"Adarsh Subbaswamy",
"Alexej Gossmann",
"Harvineet Singh",
"Berkman Sahiner",
"Mi-Ok Kim",
"Gene Pennello",
"Nicholas Petrick",
"Romain Pirracchio",
"Fan Xia"
] |
Towards a Post-Market Monitoring Framework for Machine Learning-based Medical Devices: A case study
| null |
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Workshop/RegML
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https://openreview.net/forum?id=K4m9g6AYcX
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ayush Alag",
"Yangsibo Huang",
"Kai Li"
] |
Is EMA Robust? Examining the Robustness of Data Auditing and a Novel Non-calibration Extension
| null |
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Workshop/RegML
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https://openreview.net/forum?id=HiimakFghr
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Athina Kyriakou",
"Oana Inel",
"Asia Biega",
"Abraham Bernstein"
] |
Algorithmically Mediated User Relations: Exploring Data's Relationality in Recommender Systems
| null |
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Workshop/RegML
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https://openreview.net/forum?id=9CYtG7db5A
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sarah Cen",
"Manish Raghavan"
] |
Outliers Exist: What Happens if You are a Data-Driven Exception?
| null |
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Workshop/RegML
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https://openreview.net/forum?id=8WH2t9F0Ip
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Steven Wu",
"Shuai Tang",
"Sergul Aydore",
"Michael Kearns",
"Aaron Roth"
] |
Membership Inference Attack on Diffusion Models via Quantile Regression
| null |
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Workshop/RegML
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https://openreview.net/forum?id=75GEQc7Dmp
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zheng Dai",
"Rui-Jie Yew",
"David Gifford"
] |
Where did you learn that?: Tracing the Impact of Training Data with Diffusion Model Ensembles
| null |
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Workshop/RegML
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https://openreview.net/forum?id=66nydPPVz7
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Danilo Brajovic",
"Vincent Philipp Göbels",
"Janika Kutz",
"Marco Huber"
] |
Merging (EU)-Regulation and Model Reporting
| null |
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Workshop/RegML
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https://openreview.net/forum?id=4s3F2Kf9KL
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yulu Pi"
] |
Missing Value Chain in Generative AI Governance: China as an example
| null |
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Workshop/SyntheticData4ML
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https://openreview.net/forum?id=yYIL3uhQ8i
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Samuel Belkadi",
"Nicolo Micheletti",
"Lifeng Han",
"Warren Del-Pinto",
"Goran Nenadic"
] |
Generating Medical Instructions with Conditional Transformer
| null |
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Workshop/SyntheticData4ML
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https://openreview.net/forum?id=yJ1dQFVAgU
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Dhananjay Ashok",
"Atharva Kulkarni",
"Hai Pham",
"Barnabas Poczos"
] |
𝕊ci𝔽ix: Outperforming GPT3 on Scientific Factual Error Correction
| null |
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Workshop/SyntheticData4ML
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https://openreview.net/forum?id=xeCXTPPwnX
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/didsr/msynth-release
|
[
"Elena Sizikova",
"Niloufar Saharkhiz",
"Diksha Sharma",
"Miguel Lago",
"Berkman Sahiner",
"Jana Gut Delfino",
"Aldo Badano"
] |
Knowledge-based in silico models and dataset for the comparative evaluation of mammography AI
| 7 |
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Workshop/SyntheticData4ML
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https://openreview.net/forum?id=wK2y7ZhPvU
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ran Xu",
"Hejie Cui",
"Yue Yu",
"Xuan Kan",
"Wenqi Shi",
"Yuchen Zhuang",
"Wei Jin",
"Joyce Ho",
"Carl Yang"
] |
Knowledge-Infused Prompting Improves Clinical Text Generation with Large Language Models
| null |
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Workshop/SyntheticData4ML
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https://openreview.net/forum?id=uc9sYHRX6O
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Naman Jain",
"Tianjun Zhang",
"Wei-Lin Chiang",
"Joseph E. Gonzalez",
"Koushik Sen",
"Ion Stoica"
] |
Improving Code Style for Accurate Code Generation
| null |
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Workshop/SyntheticData4ML
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https://openreview.net/forum?id=iBrPSYHQ7V
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Dipika Khullar",
"Yash Shah",
"Ninad Kulkarni",
"Negin Sokhandan"
] |
Synthetic Data Generation for Scarce Road Scene Detection Scenarios
| null |
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Workshop/SyntheticData4ML
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https://openreview.net/forum?id=bpO14yuQQg
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Andy Rosenbaum",
"Pegah Kharazmi",
"Ershad Banijamali",
"Lu Zeng",
"Christopher DiPersio",
"Pan Wei",
"Gokmen Oz",
"Clement Chung",
"Karolina Owczarzak",
"Fabian Triefenbach",
"Wael Hamza"
] |
CALICO: Conversational Agent Localization via Synthetic Data Generation
| null |
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Workshop/SyntheticData4ML
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https://openreview.net/forum?id=Xr13v66xxT
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Robin van Hoorn",
"Tom Bakkes",
"Zoi Tokoutsi",
"Ymke de Jong",
"R. Arthur Bouwman",
"Mykola Pechenizkiy"
] |
Generating Privacy-Preserving Longitudinal Synthetic Data
| null |
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Workshop/SyntheticData4ML
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https://openreview.net/forum?id=UQ42dE8gKr
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Isha Dua",
"Arjun Sharma",
"Shuaib Ahmed",
"Rahul Tallamraju"
] |
Towards Effective Synthetic Data Sampling for Domain Adaptive Pose Estimation
| null |
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Workshop/SyntheticData4ML
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https://openreview.net/forum?id=IlJ3motcJw
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Lu Yuan",
"James Hong",
"Vishnu Sarukkai",
"Kayvon Fatahalian"
] |
Learning to Place Objects into Scenes by Hallucinating Scenes around Objects
| null |
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Workshop/SyntheticData4ML
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https://openreview.net/forum?id=HtHpbAusYI
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Rishabh Kabra",
"Loic Matthey",
"Alexander Lerchner",
"Niloy Mitra"
] |
Evaluating VLMs for Score-Based, Multi-Probe Annotation of 3D Objects
| null |
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Workshop/SyntheticData4ML
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https://openreview.net/forum?id=HAJ6K0Sn5b
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mingyu Derek Ma",
"Xiaoxuan Wang",
"Po-Nien Kung",
"P. Jeffrey Brantingham",
"Nanyun Peng",
"Wei Wang"
] |
STAR: Improving Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models
| null |
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Workshop/SyntheticData4ML
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https://openreview.net/forum?id=DO8YT1pt4L
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Alexander Theodorus Petrus Boudewijn",
"Andrea Filippo Ferraris",
"Daniele Panfilo",
"Vanessa Cocca",
"Sabrina Zinutti",
"Karel De Schepper",
"Carlo Rossi Chauvenet"
] |
Privacy Measurements in Tabular Synthetic Data: State of the Art and Future Research Directions
| null |
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Workshop/SyntheticData4ML
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https://openreview.net/forum?id=0jAd2k8JV4
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Suhee Yoon",
"Sanghyu Yoon",
"Hankook Lee",
"Sangjun Han",
"Ye Seul Sim",
"Kyungeun Lee",
"Hyeseung Cho",
"Woohyung Lim"
] |
Diffusion-based Semantic-Discrepant Outlier Generation for Out-of-Distribution Detection
| null |
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Workshop/FMDM
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https://openreview.net/forum?id=zDTqQVGgzH
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Louis Kirsch",
"James Harrison",
"C. Daniel Freeman",
"Jascha Sohl-Dickstein",
"Jürgen Schmidhuber"
] |
Towards General-Purpose In-Context Learning Agents
| null |
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Workshop/FMDM
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https://openreview.net/forum?id=ypr4srFxy1
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Kukjin Kim",
"Changhee Joo"
] |
Agnostic Architecture for Heterogeneous Multi-Environment Reinforcement Learning
| null |
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Workshop/FMDM
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https://openreview.net/forum?id=yD9JAKItJE
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Braham Snyder",
"Amy Zhang",
"Yuke Zhu"
] |
Target Rate Optimization: Avoiding Iterative Error Exploitation
| null |
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Workshop/FMDM
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https://openreview.net/forum?id=vnhgDP4Ise
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Lajanugen Logeswaran",
"Sungryull Sohn",
"Yiwei Lyu",
"Anthony Liu",
"Dong-Ki Kim",
"Dongsub Shim",
"Moontae Lee",
"Honglak Lee"
] |
Reasoning about Action Preconditions with Programs
| null |
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Workshop/FMDM
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https://openreview.net/forum?id=sv7KZcUqu1
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Daniel Jarrett",
"Miruna Pislar",
"Michiel A. Bakker",
"Michael Henry Tessler",
"Raphael Koster",
"Jan Balaguer",
"Romuald Elie",
"Christopher Summerfield",
"Andrea Tacchetti"
] |
Language Agents as Digital Representatives in Collective Decision-Making
| null |
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Workshop/FMDM
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https://openreview.net/forum?id=siFopuPuCS
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Kolby Nottingham",
"Yasaman Razeghi",
"Kyungmin Kim",
"JB Lanier",
"Pierre Baldi",
"Roy Fox",
"Sameer Singh"
] |
Selective Perception: Learning Concise State Descriptions for Language Model Actors
| null |
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Workshop/FMDM
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https://openreview.net/forum?id=rngOtn5p7t
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Liang Chen",
"Yichi Zhang",
"Shuhuai Ren",
"Haozhe Zhao",
"Zefan Cai",
"Yuchi Wang",
"Tianyu Liu",
"Baobao Chang"
] |
Towards End-to-End Embodied Decision Making with Multi-modal Large Language Model: Explorations with GPT4-Vision and Beyond
| null |
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Workshop/FMDM
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https://openreview.net/forum?id=lw5GlytIY5
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hanchen Cui",
"Yang Gao"
] |
A Universal World Model Learned from Large Scale and Diverse Videos
| null |
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Workshop/FMDM
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https://openreview.net/forum?id=khL3G4iwd0
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Keshav Ramji",
"Alexander Kyimpopkin"
] |
Self-Select: Optimizing Instruction Selection for Large Language Models
| null |
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https://openreview.net/forum?id=kXlTY0BmK3
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Qian Huang",
"Jian Vora",
"Percy Liang",
"Jure Leskovec"
] |
Benchmarking Large Language Models as AI Research Agents
| null |
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https://openreview.net/forum?id=jt3il4fC5B
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Rim Assouel",
"Tom Marty",
"Massimo Caccia",
"Issam H. Laradji",
"Alexandre Drouin",
"Sai Rajeswar",
"Hector Palacios",
"Quentin Cappart",
"David Vazquez",
"Nicolas Chapados",
"Maxime Gasse",
"Alexandre Lacoste"
] |
The Unsolved Challenges of LLMs as Generalist Web Agents: A Case Study
| null |
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https://openreview.net/forum?id=hQERBmmlYm
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Xixi Hu",
"Bo Liu",
"Xingchao Liu",
"qiang liu"
] |
RF-POLICY: Rectified Flows are Computation-Adaptive Decision Makers
| null |
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https://openreview.net/forum?id=fksglLN3ew
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Safa Messaoud",
"Billel Mokeddem",
"Zhenghai Xue",
"Linsey Pang",
"Bo An",
"Haipeng Chen",
"Sanjay Chawla"
] |
S^2AC: ENERGY-BASED REINFORCEMENT LEARNING WITH STEIN SOFT ACTOR CRITIC
| null |
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https://openreview.net/forum?id=egKxRC5gf8
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jonathan Roberts",
"Timo Lüddecke",
"Sowmen Das",
"Kai Han",
"Samuel Albanie"
] |
GPT4GEO: How a Language Model Sees the World’s Geography
| null |
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https://openreview.net/forum?id=eLlzf6lkGP
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poster
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NeurIPS2024
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NaT
| null |
[
"Chengguang Xu",
"Hieu Trung Nguyen",
"Christopher Amato",
"Lawson L.S. Wong"
] |
Vision-and-Language Navigation in Real World using Foundation Models
| null |
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https://openreview.net/forum?id=dcMQ6AYURP
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yixuan Wang",
"Zhuoran Li",
"Mingtong Zhang",
"Katherine Rose Driggs-Campbell",
"Jiajun Wu",
"Li Fei-Fei",
"Yunzhu Li"
] |
D^3Fields: Dynamic 3D Descriptor Fields for Zero-Shot Generalizable Robotic Manipulation
| null |
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Workshop/FMDM
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https://openreview.net/forum?id=dXuF8gczZV
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Kevin Black",
"Mitsuhiko Nakamoto",
"Pranav Atreya",
"Homer Walke",
"Chelsea Finn",
"Aviral Kumar",
"Sergey Levine"
] |
Zero-Shot Robotic Manipulation with Pre-Trained Image-Editing Diffusion Models
| null |
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Workshop/FMDM
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https://openreview.net/forum?id=d5ogyvdl1X
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Qiantong Xu",
"Fenglu Hong",
"Bo Li",
"Changran Hu",
"Zhengyu Chen",
"Jian Zhang"
] |
On the Tool Manipulation Capability of Open-sourced Large Language Models
| null |
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Workshop/FMDM
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https://openreview.net/forum?id=bisrdS6We9
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zhihan Liu",
"Hao Hu",
"Shenao Zhang",
"Hongyi Guo",
"Shuqi Ke",
"Boyi Liu",
"Zhaoran Wang"
] |
Reason for Future, Act for Now: A Principled Architecture for Autonomous LLM Agents
| null |
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Workshop/FMDM
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https://openreview.net/forum?id=acgxF5AVLq
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hiroki Furuta",
"Yutaka Matsuo",
"Aleksandra Faust",
"Izzeddin Gur"
] |
Language Model Agents Suffer from Compositional Generalization in Web Automation
| null |
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Workshop/FMDM
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https://openreview.net/forum?id=YVZ03XsMfg
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Isaac Remy",
"Abhishek Gupta",
"Karen Leung"
] |
Semantically-Driven Object Search Using Partially Observed 3D Scene Graphs
| null |
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Workshop/FMDM
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https://openreview.net/forum?id=YSYbTPbCPD
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Byoungjip Kim",
"Youngsoo Jang",
"Lajanugen Logeswaran",
"Geon-Hyeong Kim",
"Yu Jin Kim",
"Honglak Lee",
"Moontae Lee"
] |
Prospector: Improving LLM Agents with Self-Asking and Trajectory Ranking
| null |
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Workshop/FMDM
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https://openreview.net/forum?id=XT1phTGH76
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/premiertaco/premier-taco
|
[
"Ruijie Zheng",
"Yongyuan Liang",
"Xiyao Wang",
"Shuang Ma",
"Hal Daumé III",
"Huazhe Xu",
"John Langford",
"Praveen Palanisamy",
"Kalyan Basu",
"Furong Huang"
] |
is a Few-Shot Policy Learner: Pretraining Multitask Representation via Temporal Action-Driven Contrastive Loss
| 17 |
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Workshop/FMDM
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https://openreview.net/forum?id=SHNjk4h0jn
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Matteo Pirotta",
"Andrea Tirinzoni",
"Ahmed Touati",
"Alessandro Lazaric",
"Yann Ollivier"
] |
Fast Imitation via Behavior Foundation Models
| null |
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Workshop/FMDM
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https://openreview.net/forum?id=R1I94rrgDz
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Pierre Sermanet",
"Tianli Ding",
"Jeffrey Zhao",
"Fei Xia",
"Debidatta Dwibedi",
"Keerthana Gopalakrishnan",
"Christine Chan",
"Gabriel Dulac-Arnold",
"sharath maddineni",
"Nikhil Joshi",
"Pete Florence",
"Wei Han",
"Robert Baruch",
"Yao Lu",
"Suvir Mirchandani",
"Peng Xu",
"Pannag Sanketi",
"Karol Hausman",
"Izhak Shafran",
"brian ichter",
"Yuan Cao"
] |
RoboVQA: Multimodal Long-Horizon Reasoningfor Robotics
| null |
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Workshop/FMDM
|
https://openreview.net/forum?id=QW4eGh5GT3
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Allen Nie",
"Ching-An Cheng",
"Andrey Kolobov",
"Adith Swaminathan"
] |
Importance of Directional Feedback for LLM-based Optimizers
| null |
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Workshop/FMDM
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https://openreview.net/forum?id=PMtZjDYB68
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Kaya Stechly",
"Matthew Marquez",
"Subbarao Kambhampati"
] |
GPT-4 Doesn’t Know It’s Wrong: An Analysis of Iterative Prompting for Reasoning Problems
| null |
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Workshop/FMDM
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https://openreview.net/forum?id=NxLZ1URck2
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hanhan Zhou",
"Tian Lan",
"Vaneet Aggarwal"
] |
Double Policy Estimation for Importance Sampling in Sequence Modeling-Based Reinforcement Learning
| null |
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Workshop/FMDM
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https://openreview.net/forum?id=JB3H6LS1PY
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sharath Chandra Raparthy",
"Eric Hambro",
"Robert Kirk",
"Mikael Henaff",
"Roberta Raileanu"
] |
Learning to Solve New sequential decision-making Tasks with In-Context Learning
| null |
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Workshop/FMDM
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https://openreview.net/forum?id=HtbMMAoxre
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Md Masudur Rahman",
"Yexiang Xue"
] |
Natural Language-based State Representation in Deep Reinforcement Learning
| null |
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Workshop/FMDM
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https://openreview.net/forum?id=GrkgKtOjaH
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jingqing Ruan",
"YiHong Chen",
"Bin Zhang",
"Zhiwei Xu",
"Tianpeng Bao",
"du guo qing",
"shi shiwei",
"Hangyu Mao",
"Ziyue Li",
"Xingyu Zeng",
"Rui Zhao"
] |
TPTU: Task Planning and Tool Usage of Large Language Model-based AI Agents
| null |
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Workshop/FMDM
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https://openreview.net/forum?id=GYTxBuYMfC
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zishun Yu",
"Yunzhe Tao",
"Liyu Chen",
"Tao Sun",
"Hongxia Yang"
] |
ℬ-Coder: On Value-Based Deep Reinforcement Learning for Program Synthesis
| null |
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Workshop/FMDM
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https://openreview.net/forum?id=FtgaSZKFti
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yingjie Miao",
"Jordi Orbay",
"Rishabh Agarwal",
"Aviral Kumar",
"George Tucker",
"Aleksandra Faust"
] |
Scaling Offline Q-Learning with Vision Transformers
| null |
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Workshop/FMDM
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https://openreview.net/forum?id=DpUEkGZ6wl
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Imad Aouali"
] |
Linear diffusion models meet contextual bandits with large action spaces
| null |
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Workshop/FMDM
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https://openreview.net/forum?id=5lcPe6DqfI
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Venkat Krishna Srinivasan",
"Zhen Dong",
"Banghua Zhu",
"Brian Yu",
"Damon Mosk-Aoyama",
"Kurt Keutzer",
"Jiantao Jiao",
"Jian Zhang"
] |
NexusRaven: A Commercially-Permissive Language Model for Function Calling
| null |
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Workshop/FMDM
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https://openreview.net/forum?id=5TIdOk7XQ6
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Julian Yocum",
"Phillip J.K. Christoffersen",
"Mehul Damani",
"Justin Svegliato",
"Dylan Hadfield-Menell",
"Stuart Russell"
] |
Mitigating Generative Agent Social Dilemmas
| null |
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Workshop/FMDM
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https://openreview.net/forum?id=5IH0pideQK
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Fred Weiying Zhang",
"Jiaxin Ye",
"Zhuoran Yang"
] |
In-Context Multi-Armed Bandits via Supervised Pretraining
| null |
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Workshop/FMDM
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https://openreview.net/forum?id=1SJZVCahQW
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
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https://github.com/rajghugare19/stitching-is-combinatorial-generalisation
|
[
"Raj Ghugare",
"Matthieu Geist",
"Glen Berseth",
"Benjamin Eysenbach"
] |
Closing the Gap between TD Learning and Supervised Learning – A Generalisation Point of View.
| 19 |
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Workshop/MLSys
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https://openreview.net/forum?id=wkAFNdzhli
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null | null |
Choice-Based Learning in JAX
| null |
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Workshop/MLSys
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https://openreview.net/forum?id=w2J8R92gjt
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null | null |
Early notice: GenAI-based Datarace Fix for Real-World Golang Programs
| null |
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Workshop/MLSys
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https://openreview.net/forum?id=v3WOdLUnwL
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null | null |
Learning Bit Allocations for Z-Order Layouts in Analytic Data Systems
| null |
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Workshop/MLSys
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https://openreview.net/forum?id=u0Ncut8ru5
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null | null |
Learning Distributed Protocols with Zero Knowledge
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https://openreview.net/forum?id=t7BEqidKsk
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null | null |
PLPilot: Benchmark an Automated Programming Language Design Framework Enabled by Large Language Models
| null |
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Workshop/MLSys
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https://openreview.net/forum?id=kg2zuomCLD
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poster
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NeurIPS2024
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NaT
| null | null |
Redco: A Lightweight Tool to Automate Distributed Training of LLMs on Any GPU/TPUs
| null |
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Workshop/MLSys
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https://openreview.net/forum?id=k0FIPHpeR4
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null | null |
ACLTuner: A Profiling-Driven Fast Tuning to Optimized Deep Learning Inference
| null |
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Workshop/MLSys
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https://openreview.net/forum?id=jDK2fTP8mt
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null | null |
Learning Collaborative Information Dissemination with Graph-based Multi-Agent Reinforcement Learning
| null |
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Workshop/MLSys
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https://openreview.net/forum?id=gxnmqD6tGy
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
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Mitigating Tail Catastrophe in Steered Database Query Optimization with Risk-Averse Contextual Bandits
| null |
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https://openreview.net/forum?id=cgakfZ6acw
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NeurIPS2024
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NaT
| null | null |
ZeRO++: Extremely Efficient Collective Communication for Large Model Training
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Workshop/MLSys
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https://openreview.net/forum?id=Z7v6mxNVdU
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null | null |
MASE: An Efficient Representation for Software-Defined ML Hardware System Exploration
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Workshop/MLSys
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https://openreview.net/forum?id=TMvtla5bOP
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null | null |
VMR2L: Virtual Machines Rescheduling Using Reinforcement Learning in Data Centers
| null |
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https://openreview.net/forum?id=OFYGs7VPoG
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null | null |
CloudEval-YAML: A Realistic and Scalable Benchmark for Cloud Configuration Generation
| null |
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Workshop/MLSys
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https://openreview.net/forum?id=IY7M6sqCxq
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null | null |
Improving Large Language Model Hardware Generating Quality through Post-LLM Search
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Workshop/MLSys
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https://openreview.net/forum?id=HTgdQIAgvJ
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null | null |
On the Promise and Challenges of Foundation Models for Learning-based Cloud Systems Management
| null |
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Workshop/MLSys
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https://openreview.net/forum?id=GBftREPtdK
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null | null |
PARM: Adaptive Resource Allocation for Datacenter Power Capping
| null |
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Workshop/MLSys
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https://openreview.net/forum?id=G9TUaacGwU
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null | null |
Multi-Agent Join
| null |
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Workshop/MLSys
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https://openreview.net/forum?id=C4nDgK47OJ
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null | null |
Can Semi-Supervised Learning Improve Prediction of Deep Learning Model Resource Consumption?
| null |
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Workshop/MLSys
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https://openreview.net/forum?id=AilSfYM8wN
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null | null |
Renamer: A Transformer Architecture Invariant to Variable Renaming
| null |
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Workshop/MLSys
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https://openreview.net/forum?id=7eg9DuEVn8
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null | null |
Efficient Prompt Caching for Large Language Model Inference via Embedding Similarity
| null |
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Workshop/MLSys
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https://openreview.net/forum?id=6GR8KqWCWf
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null | null |
Reinforcement Learning for FPGA Placement
| null |
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Workshop/MLSys
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https://openreview.net/forum?id=5Pr2AVPk6z
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null | null |
Performance Roulette: How Cloud Weather Affects ML-Based System Optimization
| null |
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Workshop/MLSys
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https://openreview.net/forum?id=3UanvOb2nR
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null | null |
Secrecy and Sensitivity: Privacy-Performance Trade-Offs in Encrypted Traffic Classification
| null |
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Workshop/DistShift
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https://openreview.net/forum?id=oW7oQHas3m
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Steve Yadlowsky",
"Lyric Doshi",
"Nilesh Tripuraneni"
] |
Can Transformer Models Generalize Via In-Context Learning Beyond Pretraining Data?
| null |
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Workshop/DistShift
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https://openreview.net/forum?id=kN5BXh9buY
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Cyrus Rashtchian",
"Charles Herrmann",
"Chun-Sung Ferng",
"Ayan Chakrabarti",
"Dilip Krishnan",
"Deqing Sun",
"Da-Cheng Juan",
"Andrew Tomkins"
] |
Probing the Equivariance of Image Embeddings
| null |
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Workshop/DistShift
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https://openreview.net/forum?id=k9EfAJhFZc
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oral
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Tal Shnitzer",
"Anthony Ou",
"Mírian Silva",
"Kate Soule",
"Yuekai Sun",
"Justin Solomon",
"Neil Thompson",
"Mikhail Yurochkin"
] |
LLM Routing with Benchmark Datasets
| null |
|||
Workshop/DistShift
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https://openreview.net/forum?id=iv0i39JlbP
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Caroline Choi",
"Yoonho Lee",
"Annie S Chen",
"Allan Zhou",
"Aditi Raghunathan",
"Chelsea Finn"
] |
AutoFT: Robust Fine-Tuning by Optimizing Hyperparameters on OOD Data
| null |
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