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Workshop/FMDM
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https://openreview.net/forum?id=dXuF8gczZV
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fmdm@neurips2023
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NeurIPS2023
| 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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fmdm@neurips2023
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NeurIPS2023
| 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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fmdm@neurips2023
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NeurIPS2023
| 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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fmdm@neurips2023
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NeurIPS2023
| 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
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Workshop/FMDM
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https://openreview.net/forum?id=YVZ03XsMfg
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fmdm@neurips2023
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NeurIPS2023
| 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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fmdm@neurips2023
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NeurIPS2023
| 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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fmdm@neurips2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
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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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fmdm@neurips2023
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NeurIPS2023
| 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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fmdm@neurips2023
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NeurIPS2023
| 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
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https://openreview.net/forum?id=QW4eGh5GT3
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fmdm@neurips2023
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NeurIPS2023
| 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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fmdm@neurips2023
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NeurIPS2023
| 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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fmdm@neurips2023
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NeurIPS2023
| 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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fmdm@neurips2023
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NeurIPS2023
| 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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fmdm@neurips2023
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NeurIPS2023
| 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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fmdm@neurips2023
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NeurIPS2023
| 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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fmdm@neurips2023
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NeurIPS2023
| 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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fmdm@neurips2023
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NeurIPS2023
| 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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fmdm@neurips2023
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NeurIPS2023
| 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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fmdm@neurips2023
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NeurIPS2023
| 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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fmdm@neurips2023
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NeurIPS2023
| 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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fmdm@neurips2023
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NeurIPS2023
| 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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fmdm@neurips2023
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NeurIPS2023
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NaT
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https://github.com/rajghugare19/stitching-is-combinatorial-generalisation
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[
"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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NeurIPS2023
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NaT
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Choice-Based Learning in JAX
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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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NeurIPS2023
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NaT
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Early notice: GenAI-based Datarace Fix for Real-World Golang Programs
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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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NeurIPS2023
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NaT
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Learning Bit Allocations for Z-Order Layouts in Analytic Data Systems
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Workshop/MLSys
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https://openreview.net/forum?id=u0Ncut8ru5
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NeurIPS2023
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NaT
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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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NeurIPS2023
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NaT
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PLPilot: Benchmark an Automated Programming Language Design Framework Enabled by Large Language Models
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https://openreview.net/forum?id=kg2zuomCLD
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poster
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NeurIPS2023
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NaT
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Redco: A Lightweight Tool to Automate Distributed Training of LLMs on Any GPU/TPUs
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Workshop/MLSys
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https://openreview.net/forum?id=k0FIPHpeR4
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NeurIPS2023
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NaT
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ACLTuner: A Profiling-Driven Fast Tuning to Optimized Deep Learning Inference
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Workshop/MLSys
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https://openreview.net/forum?id=jDK2fTP8mt
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NeurIPS2023
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NaT
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Learning Collaborative Information Dissemination with Graph-based Multi-Agent Reinforcement Learning
| null |
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https://openreview.net/forum?id=gxnmqD6tGy
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poster
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NeurIPS2023
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NaT
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Mitigating Tail Catastrophe in Steered Database Query Optimization with Risk-Averse Contextual Bandits
| null |
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Workshop/MLSys
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https://openreview.net/forum?id=cgakfZ6acw
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oralposter
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NeurIPS2023
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ZeRO++: Extremely Efficient Collective Communication for Large Model Training
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https://openreview.net/forum?id=Z7v6mxNVdU
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NeurIPS2023
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MASE: An Efficient Representation for Software-Defined ML Hardware System Exploration
| null |
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Workshop/MLSys
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https://openreview.net/forum?id=TMvtla5bOP
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oralposter
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NeurIPS2023
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NaT
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VMR2L: Virtual Machines Rescheduling Using Reinforcement Learning in Data Centers
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Workshop/MLSys
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https://openreview.net/forum?id=OFYGs7VPoG
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NeurIPS2023
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NaT
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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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NeurIPS2023
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NaT
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Improving Large Language Model Hardware Generating Quality through Post-LLM Search
| null |
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Workshop/MLSys
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https://openreview.net/forum?id=HTgdQIAgvJ
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oralposter
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NeurIPS2023
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NaT
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On the Promise and Challenges of Foundation Models for Learning-based Cloud Systems Management
| null |
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https://openreview.net/forum?id=GBftREPtdK
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NeurIPS2023
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PARM: Adaptive Resource Allocation for Datacenter Power Capping
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https://openreview.net/forum?id=G9TUaacGwU
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NeurIPS2023
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NaT
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Multi-Agent Join
| null |
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https://openreview.net/forum?id=C4nDgK47OJ
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NeurIPS2023
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NaT
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Can Semi-Supervised Learning Improve Prediction of Deep Learning Model Resource Consumption?
| null |
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https://openreview.net/forum?id=AilSfYM8wN
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NeurIPS2023
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Renamer: A Transformer Architecture Invariant to Variable Renaming
| null |
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https://openreview.net/forum?id=7eg9DuEVn8
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NeurIPS2023
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NaT
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Efficient Prompt Caching for Large Language Model Inference via Embedding Similarity
| null |
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https://openreview.net/forum?id=6GR8KqWCWf
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NeurIPS2023
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Reinforcement Learning for FPGA Placement
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https://openreview.net/forum?id=5Pr2AVPk6z
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NeurIPS2023
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NaT
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Performance Roulette: How Cloud Weather Affects ML-Based System Optimization
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https://openreview.net/forum?id=3UanvOb2nR
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
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Secrecy and Sensitivity: Privacy-Performance Trade-Offs in Encrypted Traffic Classification
| null |
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https://openreview.net/forum?id=oW7oQHas3m
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NeurIPS2023
| 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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https://openreview.net/forum?id=kN5BXh9buY
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NeurIPS2023
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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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https://openreview.net/forum?id=k9EfAJhFZc
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oral
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NeurIPS2023
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NaT
| null |
[
"Tal Shnitzer",
"Anthony Ou",
"Mírian Silva",
"Kate Soule",
"Yuekai Sun",
"Justin Solomon",
"Neil Thompson",
"Mikhail Yurochkin"
] |
LLM Routing with Benchmark Datasets
| null |
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https://openreview.net/forum?id=iv0i39JlbP
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NeurIPS2023
| 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
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https://openreview.net/forum?id=ecufIfDNn0
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jacob Eisenstein",
"Jonathan Berant",
"Chirag Nagpal",
"Alekh Agarwal",
"Ahmad Beirami",
"Alexander Nicholas D'Amour",
"Krishnamurthy Dj Dvijotham",
"Katherine A Heller",
"Stephen Robert Pfohl",
"Deepak Ramachandran"
] |
Reward Model Underspecification in Language Model Alignment
| null |
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https://openreview.net/forum?id=eBcXM9ebdP
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yuejiang Liu",
"Ahmad Rahimi",
"Po-Chien Luan",
"Frano Rajič",
"Alexandre Alahi"
] |
Learning Causally-Aware Representations of Multi-Agent Interactions
| null |
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https://openreview.net/forum?id=ar9IclPk8O
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yuzhe Yang",
"Haoran Zhang",
"Dina Katabi",
"Marzyeh Ghassemi"
] |
On Mitigating Shortcut Learning for Fair Chest X-ray Classification under Distribution Shift
| null |
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https://openreview.net/forum?id=Zz7eZoR1VN
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Kimathi Kaai",
"Saad Hossain",
"Sirisha Rambhatla"
] |
Are all classes created equal? Domain Generalization for Domain-Linked Classes
| null |
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https://openreview.net/forum?id=YV3MJo1uRa
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Dapeng Hu",
"Jian Liang",
"Xinchao Wang",
"Chuan-Sheng Foo"
] |
Pseudo-Calibration: Improving Predictive Uncertainty Estimation in Domain Adaptation
| null |
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Workshop/DistShift
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https://openreview.net/forum?id=SfRa1zGxCg
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Dapeng Hu",
"Mi Luo",
"Jian Liang",
"Chuan-Sheng Foo"
] |
Simplifying and Stabilizing Model Selection in Unsupervised Domain Adaptation
| null |
|||
Workshop/DistShift
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https://openreview.net/forum?id=QomMx4zOEI
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Pankaj Rajak",
"Wojciech Kowalinski",
"Fei Wang"
] |
Transfer Learning, Reinforcement Learning for Adaptive Control Optimization under Distribution Shift
| null |
|||
Workshop/DistShift
|
https://openreview.net/forum?id=Og4BHvCA8h
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Prasanna Mayilvahanan",
"Thaddäus Wiedemer",
"Evgenia Rusak",
"Matthias Bethge",
"Wieland Brendel"
] |
Does CLIP’s generalization performance mainly stem from high train-test similarity?
| null |
|||
Workshop/DistShift
|
https://openreview.net/forum?id=NbaYFHLTd8
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Shaunak Halbe",
"James Seale Smith",
"Junjiao Tian",
"Zsolt Kira"
] |
HePCo: Data-Free Heterogeneous Prompt Consolidation for Continual Federated Learning
| null |
|||
Workshop/DistShift
|
https://openreview.net/forum?id=KfgxnxTvp3
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Nicolas Jourdan"
] |
A Nearest Neighbor-Based Concept Drift Detection Strategy for Reliable Condition Monitoring
| null |
|||
Workshop/DistShift
|
https://openreview.net/forum?id=KWvKwgIxnD
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Robert A Lewis",
"Katie Matton",
"Rosalind Picard",
"John Guttag"
] |
Improving Domain Generalization in Contrastive Learning using Domain-Aware Temperature Control
| null |
|||
Workshop/DistShift
|
https://openreview.net/forum?id=IITCBnEYiV
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Alexandre Galashov",
"Michalis Titsias",
"Razvan Pascanu",
"Yee Whye Teh",
"Maneesh Sahani"
] |
Stochastic linear dynamics in parameters to deal with Neural Networks plasticity loss
| null |
|||
Workshop/DistShift
|
https://openreview.net/forum?id=HpY9tkX3Ui
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Nilesh Tripuraneni",
"Lyric Doshi",
"Steve Yadlowsky"
] |
Can Transformers In-Context Learn Task Mixtures?
| null |
|||
Workshop/DistShift
|
https://openreview.net/forum?id=FiqXqKR26c
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Luís Felipe Prates Cattelan",
"Danilo Silva"
] |
On selective classification under distribution shift
| null |
|||
Workshop/DistShift
|
https://openreview.net/forum?id=Fd00jISBD0
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Stephen Robert Pfohl",
"Natalie Harris",
"Chirag Nagpal",
"David Madras",
"Vishwali Mhasawade",
"Olawale Elijah Salaudeen",
"Katherine A Heller",
"Sanmi Koyejo",
"Alexander Nicholas D'Amour"
] |
Understanding subgroup performance differences of fair predictors using causal models
| null |
|||
Workshop/DistShift
|
https://openreview.net/forum?id=D67r01BYYP
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"David Grangier",
"Pierre Ablin",
"Awni Hannun"
] |
Bilevel Optimization to Learn Training Distributions for Language Modeling under Domain Shift
| null |
|||
Workshop/DistShift
|
https://openreview.net/forum?id=BTOBu7y2ZD
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Pedro Vianna",
"Muawiz Sajjad Chaudhary",
"An Tang",
"Guy Cloutier",
"Guy Wolf",
"Michael Eickenberg",
"Eugene Belilovsky"
] |
Channel Selection for Test-Time Adaptation Under Distribution Shift
| null |
|||
Workshop/DistShift
|
https://openreview.net/forum?id=Agekm5fdW3
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Saachi Jain",
"Kimia Hamidieh",
"Kristian Georgiev",
"Marzyeh Ghassemi",
"Aleksander Madry"
] |
Better than Balancing: Debiasing through Data Attribution
| null |
|||
Workshop/DistShift
|
https://openreview.net/forum?id=8fKaSNB0nX
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Konstantin Klemmer",
"Esther Rolf",
"Caleb Robinson",
"Lester Mackey",
"Marc Rußwurm"
] |
Towards Global, General-Purpose Pretrained Geographic Location Encoders
| null |
|||
Workshop/DistShift
|
https://openreview.net/forum?id=7yVBYSPI8Z
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jaehoon Lee",
"Chan Kim",
"Gyumin Lee",
"Haksoo Lim",
"Jeongwhan Choi",
"Kookjin Lee",
"Dongeun Lee",
"Sanghyun Hong",
"Noseong Park"
] |
HyperNetwork Approximating Future Parameters for Time Series Forecasting under Temporal Drifts
| null |
|||
Workshop/DistShift
|
https://openreview.net/forum?id=7CUutNeDDg
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/elvishelvis/lca-on-the-line
|
[
"Jia Shi",
"Gautam Rajendrakumar Gare",
"Jinjin Tian",
"Siqi Chai",
"Zhiqiu Lin",
"Arun Balajee Vasudevan",
"Di Feng",
"Francesco Ferroni",
"Shu Kong",
"Deva Ramanan"
] |
LCA-on-the-Line: Benchmarking Out of Distribution Generalization with Class Taxonomies
| 5 |
|||
Workshop/DistShift
|
https://openreview.net/forum?id=75A7QJgNey
|
poster
|
NeurIPS2023
| 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 |
|||
Workshop/DistShift
|
https://openreview.net/forum?id=5ck1WQ4yW4
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poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Rulin Shao",
"Sewon Min",
"Luke Zettlemoyer",
"Pang Wei Koh"
] |
Retrieval-based Language Models Using a Multi-domain Datastore
| null |
|||
Workshop/DistShift
|
https://openreview.net/forum?id=562Bx0qZT5
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Wenyi Wang",
"Louis Kirsch",
"Francesco Faccio",
"Mingchen Zhuge",
"Jürgen Schmidhuber"
] |
Continually Adapting Optimizers Improve Meta-Generalization
| null |
|||
Workshop/DistShift
|
https://openreview.net/forum?id=36yDnEOgKn
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Annie S Chen",
"Yoonho Lee",
"Amrith Setlur",
"Sergey Levine",
"Chelsea Finn"
] |
Confidence-Based Model Selection: When to Take Shortcuts in Spurious Settings
| null |
|||
Workshop/DLDE
|
https://openreview.net/forum?id=zu80h9YryU
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Fabricio Dos Santos",
"Tara Akhound-Sadegh",
"Siamak Ravanbakhsh"
] |
Physics-Informed Transformer Networks
| null |
|||
Workshop/DLDE
|
https://openreview.net/forum?id=x2Mscu1b7H
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hari Raval",
"Pavlos Protopapas"
] |
Generalized One-Shot Transfer Learning of Linear Ordinary and Partial Differential Equations
| null |
|||
Workshop/DLDE
|
https://openreview.net/forum?id=wErWEsPY8g
|
poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Keyan Miao",
"Konstantinos Gatsis"
] |
Towards Optimal Network Depths: Control-Inspired Acceleration of Training and Inference in Neural ODEs
| null |
|||
Workshop/DLDE
|
https://openreview.net/forum?id=vovIKF6skz
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poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jinlin Xiang",
"Bozhao Qi",
"Marc Cerou",
"Wei Zhao",
"Qi Tang"
] |
Data-Driven Neural-ODE Modeling for Breast Cancer Tumor Dynamics and Progression-Free Survival Predictions
| null |
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Workshop/DLDE
|
https://openreview.net/forum?id=vNH92x7KXU
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Lilian Wong"
] |
Orthogonal Polynomials Quadrature Algorithm: a functional analytic approach to inverse problems in deep learning
| null |
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Workshop/DLDE
|
https://openreview.net/forum?id=us4qvNWeGB
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Qiyu Kang",
"Yanan Zhao",
"Kai Zhao",
"Xuhao Li",
"Qinxu Ding",
"Wee Peng Tay",
"Sijie Wang"
] |
Advancing Graph Neural Networks Through Joint Time-Space Dynamics
| null |
|||
Workshop/DLDE
|
https://openreview.net/forum?id=sa7WBZgjrX
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Pablo Flores",
"Olga Graf",
"Pavlos Protopapas",
"Karim Pichara"
] |
Two-Step Bayesian PINNs for Uncertainty Estimation
| null |
|||
Workshop/DLDE
|
https://openreview.net/forum?id=rnhkE2vb4r
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Progyan Das",
"Dwip Dalal",
"Anirban Dasgupta"
] |
ODESolvers are also Wayfinders: Neural ODEs for Multi-Agent Pathplanning
| null |
|||
Workshop/DLDE
|
https://openreview.net/forum?id=qd7q9lB5hY
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Colin White",
"Julius Berner",
"Jean Kossaifi",
"Mogab Elleithy",
"David Pitt",
"Daniel Leibovici",
"Zongyi Li",
"Kamyar Azizzadenesheli",
"Anima Anandkumar"
] |
Physics-Informed Neural Operators with Exact Differentiation on Arbitrary Geometries
| null |
|||
Workshop/DLDE
|
https://openreview.net/forum?id=nl1ZzdHpab
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Reza Akbarian Bafghi",
"Maziar Raissi"
] |
PINNs-Torch: Enhancing Speed and Usability of Physics-Informed Neural Networks with PyTorch
| null |
|||
Workshop/DLDE
|
https://openreview.net/forum?id=kZmxbQ0l3l
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Patrick Chatain",
"Adam M Oberman"
] |
Deep PDE Solvers for Subgrid Modelling and Out-of-Distribution Generalization
| null |
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Workshop/DLDE
|
https://openreview.net/forum?id=eu0Bhwg8hy
|
poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Vardhan Dongre",
"Gurpreet Singh Hora"
] |
Evaluating Uncertainty Quantification approaches for Neural PDEs in scientific application
| null |
|||
Workshop/DLDE
|
https://openreview.net/forum?id=eOODNEuD7D
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Shane Josias",
"Willie Brink"
] |
Multimodal base distributions for continuous-time normalising flows
| null |
|||
Workshop/DLDE
|
https://openreview.net/forum?id=eGH9uUqD9P
|
oraltalk
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Siddarth Asokan",
"Chandra Sekhar Seelamantula"
] |
ELeGANt: An Euler-Lagrange Analysis of Wasserstein Generative Adversarial Networks
| null |
|||
Workshop/DLDE
|
https://openreview.net/forum?id=IUowDkxcci
|
oraltalk
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yexiang Xue"
] |
Vertical AI-driven Scientific Discovery
| null |
|||
Workshop/DLDE
|
https://openreview.net/forum?id=FsJ2FdQ19C
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jerry Weihong Liu",
"N. Benjamin Erichson",
"Kush Bhatia",
"Michael W. Mahoney",
"Christopher Re"
] |
Does In-Context Operator Learning Generalize to Domain-Shifted Settings?
| null |
|||
Workshop/DLDE
|
https://openreview.net/forum?id=9hcsB4oYxG
|
oraltalk
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Léa Demeule",
"Mahtab Sandhu",
"Glen Berseth"
] |
Adaptive Resolution Residual Networks
| null |
|||
Workshop/DLDE
|
https://openreview.net/forum?id=6sJqg7xwio
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Alexander Lobashev",
"Nikita Turko",
"Konstantin Ushakov",
"Maxim Kaurkin",
"Rashit Ibrayev"
] |
On the Generalization of Deep Neural Networks for Optimal Sensor Placement in Global Ocean Forecasting
| null |
|||
Workshop/DLDE
|
https://openreview.net/forum?id=3FBY4NdDVU
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Nico Disch",
"David Zimmerer"
] |
A Holistic Vision: Modeling Patient Trajectories in Longitudinal Medical Imaging
| null |
|||
Workshop/DLDE
|
https://openreview.net/forum?id=1phOqr675L
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Haoyue Tang",
"Tian Xie",
"Aosong Feng",
"Hanyu Wang",
"Chenyang Zhang",
"Yang Bai"
] |
Solving Noisy Inverse Problems via Posterior Sampling: A Policy Gradient View-Point
| null |
|||
Workshop/DLDE
|
https://openreview.net/forum?id=1J9xoPFaKU
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Taniya Kapoor",
"Abhishek Chandra",
"Daniel Tartakovsky",
"Hongrui Wang",
"Alfredo Núñez",
"Rolf Dollevoet"
] |
Neural oscillators for generalizing parametric PDEs
| null |
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=yWO07xH7PB
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Joshua Yao-Yu Lin"
] |
MolSiam: Simple Siamese Self-supervised Representation Learning for Small Molecules
| null |
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=ySUsZqIskj
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"You Wu",
"Omid Bazgir",
"Yongju Lee",
"Tommaso Biancalani",
"James Lu",
"Ehsan Hajiramezanali"
] |
Multitask-Guided Self-Supervised Tabular Learning for Patient-Specific Survival Prediction
| null |
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=yOmTE8XCyF
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mirko Torrisi",
"Saeid Asadollahi",
"Antonio De la Vega de Leon",
"Kai Wang",
"Wilbert Copeland"
] |
Do chemical language models provide a better compound representation?
| null |
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=tXKSsUeseq
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Elizaveta Kozlova",
"Arthur Valentin",
"Daniel Nakhaee-Zadeh Gutierrez"
] |
Inpainting Protein Sequence and Structure with ProtFill
| null |
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=rNUnPbHilv
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Amir Pouya Shanehsazzadeh"
] |
In vitro validated antibody design against multiple therapeutic antigens using generative inverse folding
| null |
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