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Workshop/GCRL
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https://openreview.net/forum?id=23unYWTEM0
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Shashank Sharma",
"Vinay Namboodiri",
"Janina Hoffmann"
] |
Multi-Resolution Skill Discovery for Hierarchical Reinforcement Learning
| null |
|||
Workshop/GCRL
|
https://openreview.net/forum?id=1ox1Dsy3Dz
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poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Samyeul Noh",
"Seonghyun Kim",
"Ingook Jang",
"Hyun Myung"
] |
An Investigation into Value-Implicit Pre-training for Task-Agnostic, Sample-Efficient Goal-Conditioned Reinforcement Learning
| null |
|||
Workshop/TGL
|
https://openreview.net/forum?id=zAHFC2LNEe
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Alessio Gravina",
"Giulio Lovisotto",
"Claudio Gallicchio",
"Davide Bacciu",
"Claas Grohnfeldt"
] |
Effective Non-Dissipative Propagation for Continuous-Time Dynamic Graphs
| null |
|||
Workshop/TGL
|
https://openreview.net/forum?id=ry2mnc3eBa
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Leshanshui YANG",
"Clément Chatelain",
"Sébastien Adam"
] |
DspGNN: Bringing Spectral Design to Discrete Time Dynamic Graph Neural Networks for Edge Regression
| null |
|||
Workshop/TGL
|
https://openreview.net/forum?id=meet41uEs8
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Franziska Heeg",
"Ingo Scholtes"
] |
Using Causality-Aware Graph Neural Networks to Predict Temporal Centralities in Dynamic Graphs
| null |
|||
Workshop/TGL
|
https://openreview.net/forum?id=gvZjnRuRFi
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Changran Peng",
"Yi Yan",
"Ercan KURUOGLU"
] |
Adaptive Message Passing Sign Algorithm
| null |
|||
Workshop/TGL
|
https://openreview.net/forum?id=X6aLQLmnWq
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/mayhugotong/gentkg
|
[
"Ruotong Liao",
"Xu Jia",
"Yunpu Ma",
"Volker Tresp"
] |
GenTKG: Generative Forecasting on Temporal Knowledge Graph
| 27 |
|||
Workshop/TGL
|
https://openreview.net/forum?id=VOVQQcjrz1
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ching-Hao Fan",
"Sai Supriya Varugunda",
"Lijing Wang"
] |
Exploring Graph Structure in Graph Neural Networks for Epidemic Forecasting
| null |
|||
Workshop/TGL
|
https://openreview.net/forum?id=UVh8QBeWlN
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Saar Tochner",
"Giulia Fanti",
"Vyas Sekar"
] |
Gen-T: Reduce Distributed Tracing Operational Costs Using Generative Models
| null |
|||
Workshop/TGL
|
https://openreview.net/forum?id=UMokRwWfLW
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jiaxin Pan",
"Mojtaba Nayyeri",
"Yinan Li",
"Steffen Staab"
] |
Do Temporal Knowledge Graph Embedding Models Learn or Memorize Shortcuts?
| null |
|||
Workshop/TGL
|
https://openreview.net/forum?id=HSgx1aJeR8
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Haoran Liu",
"Jianling Wang",
"Kaize Ding",
"James Caverlee"
] |
Topological and Temporal Data Augmentation for Temporal Graph Networks
| null |
|||
Workshop/TGL
|
https://openreview.net/forum?id=DRrSYKNhD1
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ayan Chatterjee",
"Robin Walters",
"Giulia Menichetti",
"Tina Eliassi-Rad"
] |
Inductive Link Prediction in Static and Temporal Graphs for Isolated Nodes
| null |
|||
Workshop/TGL
|
https://openreview.net/forum?id=B7Wd1K0l4I
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Alexandria Barghi"
] |
BitGraph: A Framework For Scaling Temporal Graph Queries on GPUs
| null |
|||
Workshop/TGL
|
https://openreview.net/forum?id=API0yII2Ua
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Pritam Nath",
"Govind Waghmare",
"Nancy Agrawal",
"Nitish Kumar",
"Siddhartha Asthana"
] |
TBoost: Gradient Boosting Temporal Graph Neural Networks
| null |
|||
Workshop/TGL
|
https://openreview.net/forum?id=9B8ocBg4VJ
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Roxana Pop",
"Egor Kostylev"
] |
Towards predicting future time intervals on Temporal Knowledge Graphs
| null |
|||
Workshop/TGL
|
https://openreview.net/forum?id=8PRRNv81qB
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Nithin Puthalath Manoj",
"Joel Cherian",
"Kevin Jude Concessao",
"Unnikrishnan Cheramangalath"
] |
STGraph: A Framework for Temporal Graph Neural Networks
| null |
|||
Workshop/TGL
|
https://openreview.net/forum?id=88tGIxxhsf
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jakub Reha",
"Giulio Lovisotto",
"Michele Russo",
"Alessio Gravina",
"Claas Grohnfeldt"
] |
Anomaly Detection in Continuous-Time Temporal Provenance Graphs
| null |
|||
Workshop/TGL
|
https://openreview.net/forum?id=5VataMO1Gs
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ali Behrouz",
"Farnoosh Hashemi"
] |
Learning Temporal Higher-order Patterns to Detect Anomalous Brain Activity
| null |
|||
Workshop/TGL
|
https://openreview.net/forum?id=1W1LyStQap
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zahra Fatemi",
"Minh Huynh",
"Elena Zheleva",
"Zamir Syed",
"Xiaojun Di"
] |
Mitigating Cold-start Problem Using Cold Causal Demand Forecasting Model
| null |
|||
Workshop/TGL
|
https://openreview.net/forum?id=1Ji9QsUVQ1
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Amirmohammad Farzaneh"
] |
An Information-Theoretic Analysis on Temporal Graph Evolution
| null |
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=y5ihmWxYWx
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Anne Harrington",
"Vasha DuTell",
"Mark Hamilton",
"Ayush Tewari",
"Simon Stent",
"William T. Freeman",
"Ruth Rosenholtz"
] |
Evaluating Peripheral Vision as an Input Transformation to Understand Object Detection Model Behavior
| null |
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=wEoagacatn
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Chenyi Kuang",
"Jeffrey O. Kephart",
"Qiang Ji"
] |
Interaction-aware Dynamic 3D Gaze Estimation in Videos
| null |
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=w5uLSMt3Qc
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Galen O'Shea",
"Majid Komeili"
] |
SuperVision: Self-Supervised Super-Resolution for Appearance-Based Gaze Estimation
| null |
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=v25W8STO2T
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Bonny Banerjee",
"Murchana Baruah"
] |
An Attention-based Predictive Agent for Handwritten Numeral/Alphabet Recognition via Generation
| null |
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=tY06Zwn3v4
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Vasudev Singh",
"Chaitanya Langde",
"Sourav Lakotia",
"Vignesh Kannan",
"Shuaib Ahmed"
] |
EG-SIF: Improving Appearance Based Gaze Estimation using Self Improving Features
| null |
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=rtdn6GHiLo
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Athul Mathew",
"Arshad Khan",
"Thariq Khalid",
"Faroq AL-Tam",
"Riad Souissi"
] |
Leveraging Multi-Modal Saliency and Fusion for Gaze Target Detection
| null |
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=qUfLsi3Vlm
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Timur Ibrayev",
"Manish Nagaraj",
"Amitangshu Mukherjee",
"Kaushik Roy"
] |
Exploring Foveation and Saccade for Improved Weakly-Supervised Localization
| null |
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=o9YkHqBE5I
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Daniel Beckmann",
"Jacqueline Kockwelp",
"Joerg Gromoll",
"Friedemann Kiefer",
"Benjamin Risse"
] |
SAM meets Gaze: Passive Eye Tracking for Prompt-based Instance Segmentation
| null |
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=kMNLseFKcT
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Kaushik Lakshminarasimhan",
"Seren Zhu",
"Dora Angelaki"
] |
Planning by Active Sensing
| null |
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=hJ5DREWdjs
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Bin Wang",
"Armstrong Aboah",
"Zheyuan Zhang",
"Hongyi Pan",
"Ulas Bagci"
] |
GazeSAM: Interactive Image Segmentation with Eye Gaze and Segment Anything Model
| null |
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=bGHlCkrceS
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ivan Vegner",
"Siddharth N",
"Leonidas A. A. Doumas"
] |
FoVAE: Reconstructive Foveation as a Self-Supervised Variational Inference Task for Visual Representation Learning
| null |
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=arfdjgKyhz
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Benjamin Peters",
"Eivinas Butkus",
"Nikolaus Kriegeskorte"
] |
Human-like multiple object tracking through occlusion via gaze-following
| null |
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=ai0ES5VAAM
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Evan Russek",
"Frederick Callaway",
"Thomas L. Griffiths"
] |
Inverting cognitive models with machine learning to infer preferences from fixations
| null |
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=TaLDynXjZa
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Silvia Makowski",
"Paul Prasse",
"Lena Ann Jäger",
"Tobias Scheffer"
] |
Detection of Drowsiness and Impending Microsleep from Eye Movements
| null |
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=JBIfteTlxk
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sheng Wang",
"Zihao Zhao",
"Lichi Zhang",
"Dinggang Shen",
"Qian Wang"
] |
Crafting Good Views of Medical Images for Contrastive Learning via Expert-level Visual Attention
| null |
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=EykfhjYrM0
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jason Stock",
"Charles Anderson"
] |
Memory-Based Sequential Attention
| null |
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=6h8RjNchuh
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Christian Koevesdi",
"Vasha DuTell",
"Anne Harrington",
"Mark Hamilton",
"William T. Freeman",
"Ruth Rosenholtz"
] |
StatTexNet: Evaluating the Importance of Statistical Parameters for Pyramid-Based Texture and Peripheral Vision Models
| null |
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=5xAhArE66p
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ryan Anthony de Belen",
"Gelareh Mohammadi",
"Arcot Sowmya"
] |
Temporal Understanding of Gaze Communication with GazeTransformer
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=yLUAM6s1cn
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Vikas Raunak",
"Arul Menezes",
"Hany Hassan Awadalla"
] |
Dissecting In-Context Learning of Translations
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=v3JJmLYk12
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Alaa Khaddaj",
"Hadi Salman",
"Andrew Ilyas",
"Guillaume Leclerc",
"Aleksander Madry"
] |
Extra Training Provides a Strong Baseline for CLIP
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=tnpdX0wnc3
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mostafa Mushsharat",
"Nabeel Mohammed",
"Mohammad Ruhul Amin"
] |
Neural Sandbox Framework for Classification: A Concept Based Method of Leveraging LLMs for Text Classification
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=r7YtqrcPQN
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Shuvendu Roy",
"Ali Etemad"
] |
Learning Through Consistency for Prompt Tuning
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=quQ7PN4Fk2
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Samyak Jain",
"Robert Kirk",
"Ekdeep Singh Lubana",
"Robert P. Dick",
"Hidenori Tanaka",
"Tim Rocktäschel",
"Edward Grefenstette",
"David Krueger"
] |
How does fine-tuning affect your model? Mechanistic analysis on procedural tasks
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=nVHj8zEmiJ
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Chen Liang",
"Nikos Karampatziakis",
"Tuo Zhao",
"Weizhu Chen"
] |
HART: Efficient Adaptation via Regularized Autoregressive Parameter Generation
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=nN8pCTVQZD
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jiachen ZHAO",
"Zonghai Yao",
"zhichao Yang",
"hong yu"
] |
SELF-EXPLAIN: Teaching Large Language Models to Reason Complex Questions by Themselves
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=m37czv08Ie
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Joachim Studnia",
"Simiao Zuo",
"Xiaodong Liu",
"Qiang Lou",
"Jian Jiao",
"Denis Charles"
] |
Evaluating Adversarial Defense in the Era of Large Language Models
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=lfIXPclVHj
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Marc-Etienne Brunet",
"Ashton Anderson",
"Richard Zemel"
] |
ICL-Markup: Structuring In-Context Learning using Soft-Token Tags
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=jYluzCLFDM
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Kashif Rasul",
"Arjun Ashok",
"Andrew Robert Williams",
"Arian Khorasani",
"George Adamopoulos",
"Rishika Bhagwatkar",
"Marin Biloš",
"Hena Ghonia",
"Nadhir Hassen",
"Anderson Schneider",
"Sahil Garg",
"Alexandre Drouin",
"Nicolas Chapados",
"Yuriy Nevmyvaka",
"Irina Rish"
] |
Lag-Llama: Towards Foundation Models for Time Series Forecasting
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=h5VySv1O4q
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Kush Bhatia",
"Avanika Narayan",
"Christopher De Sa",
"Christopher Re"
] |
TART: A plug-and-play Transformer module for task-agnostic reasoning
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=erl90pLIH0
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Akshaj Kumar Veldanda",
"Fabian Grob",
"Shailja Thakur",
"Hammond Pearce",
"Benjamin Tan",
"Ramesh Karri",
"Siddharth Garg"
] |
Investigating Hiring Bias in Large Language Models
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=cmOzZuiFPs
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Louis Kirsch",
"James Harrison",
"C. Freeman",
"Jascha Sohl-Dickstein",
"Jürgen Schmidhuber"
] |
Towards General-Purpose In-Context Learning Agents
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=c4BeWwaUiN
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Shaunak Halbe",
"James Smith",
"Junjiao Tian",
"Zsolt Kira"
] |
HePCo: Data-Free Heterogeneous Prompt Consolidation for Continual Federated Learning
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=a3ZQVXD0Hv
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zifan Xu",
"Haozhu Wang",
"Dmitriy Bespalov",
"Peter Stone",
"Yanjun Qi"
] |
Latent Skill Discovery for Chain-of-Thought Reasoning
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=YrYcoV2dAk
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jiarui Zhang",
"Mahyar Khayatkhoei",
"Prateek Chhikara",
"Filip Ilievski"
] |
Visual Cropping Improves Zero-Shot Question Answering of Multimodal Large Language Models
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=XoacWibt7b
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Dyah Adila",
"Changho Shin",
"Linrong Cai",
"Frederic Sala"
] |
Foundation Models Can Robustify Themselves, For Free
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=V70F9FByZp
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Xiaodong Yu",
"Hao Cheng",
"Xiaodong Liu",
"Dan Roth",
"Jianfeng Gao"
] |
Automatic Hallucination Assessment for Aligned Large Language Models via Transferable Adversarial Attacks
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=SJwXWwc47T
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"John Hewitt",
"Sarah Li Chen",
"Percy Liang",
"Christopher D Manning"
] |
Teaching language models with canonical examples
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=S2FtwvKiiY
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Qing Guo",
"Prashan Wanigasekara",
"Jian Zheng",
"Jacob Zhiyuan Fang",
"Xinwei Deng",
"Chenyang Tao"
] |
How Do Large Multimodal Models Really Fare in Classical Vision Few-Shot Challenges? A Deep Dive
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=RSGmZ7HZaA
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mikail Khona",
"Maya Okawa",
"Rahul Ramesh",
"Kento Nishi",
"Robert P. Dick",
"Ekdeep Singh Lubana",
"Hidenori Tanaka"
] |
Stepwise Inference in Transformers: Exploring a Synthetic Graph Navigation Task
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=NIeCTX8prp
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sudhanshu Ranjan",
"Chung-En Sun",
"Linbo Liu",
"Tsui-Wei Weng"
] |
Fooling GPT with adversarial in-context examples for text classification
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=LMg88bFhNJ
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Madhur Panwar",
"Kabir Ahuja",
"Navin Goyal"
] |
In-Context Learning and Bayesian Inference
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=KIhFggzePM
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Rahul Ramesh",
"Mikail Khona",
"Robert P. Dick",
"Hidenori Tanaka",
"Ekdeep Singh Lubana"
] |
How Capable Can a Transformer Become? A Study on Synthetic, Interpretable Tasks
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=Jd8mD3SU8j
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Faria Huq",
"Jeffrey P. Bigham",
"Nikolas Martelaro"
] |
What’s important here?: Opportunities and Challenges of LLM in retrieving information from Web Interface
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=IaNJC1IRds
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Deepa Anand",
"Gurunath Reddy",
"Vanika Singhal",
"Dattesh D. Shanbhag",
"Shriram KS",
"Uday Patil",
"Chitresh Bhushan",
"Kavitha Manickam",
"Dawei Gui",
"Rakesh Mullick",
"Avinash Gopal",
"Parminder Bhatia",
"Taha Kass-Hout"
] |
One shot localization and segmentation of medical images with Foundation Models
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=HAqPAqztEU
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Gurusha Juneja",
"Amit Sharma"
] |
A Universal Prompt Generator for Large Language Models
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=FJo2lroF7R
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Aman Madaan",
"Pranjal Aggarwal",
"Ankit Anand",
"Srividya Pranavi Potharaju",
"Swaroop Mishra",
"Pei Zhou",
"Aditya Gupta",
"Dheeraj Rajagopal",
"Yiming Yang",
"Shyam Upadhyay",
"Mausam .",
"Manaal Faruqui"
] |
AutoMix: Mixing Models with Few-shot Self and Meta Verification
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=EztQmfnMLg
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ziqian Lin",
"Yicong Chen",
"Yuchen Zeng",
"Kangwook Lee"
] |
Coded Prompts for Large Language Models
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=EEIPgU1oO6
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yasaman Esfandiari",
"Rodolfo Valiente Romero",
"Amir Rahimi"
] |
Deep Embedded Clustering in Few-shot Representations (DECiFR)
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=ED7E1fUAk2
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mohamadreza Fereydooni",
"Hosein Hasani",
"Ali Razghandi",
"Mahdieh Soleymani Baghshah"
] |
Divide and Conquer: Two-Level Problem Remodeling for Large-Scale Few-Shot Learning
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=AJiBZ1BPH5
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ruisu Zhang",
"Yicong Chen",
"Kangwook Lee"
] |
Zero-shot Improvement of Object Counting with CLIP
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=7GHPcloiHq
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zaid Khan",
"Yun Fu"
] |
Selective Prediction For Open-Ended Question Answering in Black-Box Vision-Language Models
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=4uiOPSvbN6
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sajad Mousavi",
"Ricardo Luna Gutierrez",
"Desik Rengarajan",
"Vineet Gundecha",
"Ashwin Ramesh Babu",
"Avisek Naug",
"Antonio Guillen",
"Soumyendu Sarkar"
] |
Enhancing Large Language Models with Ensemble of Critics for Mitigating Toxicity and Hallucination
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=3MpDQ0YA7V
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Dmitrii Krasheninnikov",
"Egor Krasheninnikov",
"Bruno Mlodozeniec",
"David Krueger"
] |
Meta- (out-of-context) learning in neural networks
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=2gytoWpJGf
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Scott C Lowe",
"Joakim Bruslund Haurum",
"Sageev Oore",
"Thomas B. Moeslund",
"Graham W. Taylor"
] |
Zero-shot Clustering of Embeddings with Pretrained and Self-Supervised Learnt Encoders
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=2LkTVY15SM
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/v7labs/xmem_icl
|
[
"Thomas Foster",
"Ioana Croitoru",
"Robert Dorfman",
"Christoffer Edlund",
"Thomas Varsavsky",
"Jon Almazán"
] |
Flexible visual prompts for in context learning in computer vision
| 6 |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=1fuyNbblEt
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Lingjiao Chen",
"Matei Zaharia",
"James Zou"
] |
Analyzing ChatGPT’s Behavior Shifts Over Time
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=1G7n7LW3mF
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Nicholas Kroeger",
"Dan Ley",
"Satyapriya Krishna",
"Chirag Agarwal",
"Himabindu Lakkaraju"
] |
Are Large Language Models Post Hoc Explainers?
| null |
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=0hTtit3AAm
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/ucsc-vlaa/clipa
|
[
"Xianhang Li",
"Zeyu Wang",
"Cihang Xie"
] |
CLIPA-v2: Scaling CLIP Training with 81.1
| 293 |
|||
Workshop/M3L
|
https://openreview.net/forum?id=zarvq21MVP
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Wei Huang",
"Yuan Cao",
"Haonan Wang",
"Xin Cao",
"Taiji Suzuki"
] |
Graph Neural Networks Benefit from Structural Information Provably: A Feature Learning Perspective
| null |
|||
Workshop/M3L
|
https://openreview.net/forum?id=zaeQGiPVYY
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Kwangjun Ahn",
"Xiang Cheng",
"Minhak Song",
"Chulhee Yun",
"Ali Jadbabaie",
"Suvrit Sra"
] |
Linear attention is (maybe) all you need (to understand transformer optimization)
| null |
|||
Workshop/M3L
|
https://openreview.net/forum?id=xzJ8Xt6wy7
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Prin Phunyaphibarn",
"Junghyun Lee",
"Bohan Wang",
"Huishuai Zhang",
"Chulhee Yun"
] |
Large Catapults in Momentum Gradient Descent with Warmup: An Empirical Study
| null |
|||
Workshop/M3L
|
https://openreview.net/forum?id=xxYfmRTwyX
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Greg Yang",
"Dingli Yu",
"Chen Zhu",
"Soufiane Hayou"
] |
Feature Learning in Infinite-Depth Neural Networks
| null |
|||
Workshop/M3L
|
https://openreview.net/forum?id=vXkC6AOupO
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Benoit Dherin"
] |
Implicit biases in multitask and continual learningfrom a backward error analysis perspective
| null |
|||
Workshop/M3L
|
https://openreview.net/forum?id=qxy72wUf90
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mingze Wang",
"Lei Wu"
] |
The Noise Geometry of Stochastic Gradient Descent: A Quantitative and Analytical Characterization
| null |
|||
Workshop/M3L
|
https://openreview.net/forum?id=ovTv99C921
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Nico Alvarado",
"Hans Lobel",
"Mircea Petrache"
] |
Curvature-Dimension Tradeoff for Generalization in Hyperbolic Space
| null |
|||
Workshop/M3L
|
https://openreview.net/forum?id=kuAQRCHQNX
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Atli Kosson",
"Dongyang Fan",
"Martin Jaggi"
] |
Understanding the Role of Noisy Statistics in the Regularization Effect of Batch Normalization
| null |
|||
Workshop/M3L
|
https://openreview.net/forum?id=kXf5CfXBbU
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yihang Chen",
"Fanghui Liu",
"Yiping Lu",
"Grigorios Chrysos",
"Volkan Cevher"
] |
Generalization Guarantees of Deep ResNets in the Mean-Field Regime
| null |
|||
Workshop/M3L
|
https://openreview.net/forum?id=jRqhooP4f9
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Soichiro Kumano",
"Hiroshi Kera",
"Toshihiko Yamasaki"
] |
Theoretical Explanation for Generalization from Adversarial Perturbations
| null |
|||
Workshop/M3L
|
https://openreview.net/forum?id=hVcGX9oOeE
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Xuchen Gong",
"Tianwen Fu"
] |
Unraveling the Complexities of Simplicity Bias: Mitigating and Amplifying Factors
| null |
|||
Workshop/M3L
|
https://openreview.net/forum?id=dq5QGXGxoJ
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zachary Izzo",
"James Zou"
] |
A Theoretical Study of Dataset Distillation
| null |
|||
Workshop/M3L
|
https://openreview.net/forum?id=dE5MEi9906
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Deqing Fu",
"Tianqi Chen",
"Robin Jia",
"Vatsal Sharan"
] |
Transformers Learn Higher-Order Optimization Methods for In-Context Learning: A Study with Linear Models
| null |
|||
Workshop/M3L
|
https://openreview.net/forum?id=aBeZ3jid9i
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Kevin Christian Wibisono",
"Yixin Wang"
] |
On the Role of Unstructured Training Data in Transformers' In-Context Learning Capabilities
| null |
|||
Workshop/M3L
|
https://openreview.net/forum?id=ZBqB3XiN6M
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Simone Bombari",
"Marco Mondelli"
] |
Privacy at Interpolation: Precise Analysis for Random and NTK Features
| null |
|||
Workshop/M3L
|
https://openreview.net/forum?id=Z7UaGFmg8O
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Chinmaya Kausik",
"Kashvi Srivastava",
"Rishi Sonthalia"
] |
Denoising Low-Rank Data Under Distribution Shift: Double Descent and Data Augmentation
| null |
|||
Workshop/M3L
|
https://openreview.net/forum?id=WooXHaAvKQ
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mo Zhou",
"Rong Ge"
] |
How does Gradient Descent Learn Features — A Local Analysis for Regularized Two-Layer Neural Networks
| null |
|||
Workshop/M3L
|
https://openreview.net/forum?id=StN285pphC
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Akshay Mehra",
"Yunbei Zhang",
"Jihun Hamm"
] |
Analysis of Task Transferability in Large Pre-trained Classifiers
| null |
|||
Workshop/M3L
|
https://openreview.net/forum?id=Shqnglu4En
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Behrooz Tahmasebi",
"Ashkan Soleymani",
"Stefanie Jegelka",
"Patrick Jaillet"
] |
On Scale-Invariant Sharpness Measures
| null |
|||
Workshop/M3L
|
https://openreview.net/forum?id=QPMfCLnIqf
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mohamad Amin Mohamadi",
"Zhiyuan Li",
"Lei Wu",
"Danica Sutherland"
] |
Grokking modular arithmetic can be explained by margin maximization
| null |
|||
Workshop/M3L
|
https://openreview.net/forum?id=QBOV4DqFh6
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/anomdoubleblind/asymmetrical_scaling
|
[
"Fadhel Ayed",
"Francois Caron",
"Paul Jung",
"Juho Lee",
"Hoil Lee",
"Hongseok Yang"
] |
Over-parameterised Shallow Neural Networks with Asymmetrical Node Scaling:
Global Convergence Guarantees and Feature Learning
| 0 |
|||
Workshop/M3L
|
https://openreview.net/forum?id=PYZ2lNVxgz
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Feyza Duman Keles",
"Chinmay Hegde"
] |
On the Computational Complexity of Inverting Generative Models
| null |
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