|
Poster
|
Wed 16:30
|
In-Context Symmetries: Self-Supervised Learning through Contextual World Models
Sharut Gupta · Chenyu Wang · Yifei Wang · Tommi Jaakkola · Stefanie Jegelka
|
|
|
Expo Talk Panel
|
Wed 16:30
|
MegaBeam-Mistral-7B: Advancing Long-Context Processing for Real-World AI Applications
Chen Wu · Yin Song · Eden Duthie
|
|
|
Poster
|
Wed 16:30
|
In-Context Learning State Vector with Inner and Momentum Optimization
Dongfang Li · zhenyu liu · Xinshuo Hu · Zetian Sun · Baotian Hu · Min Zhang
|
|
|
Poster
|
Fri 11:00
|
Fine-grained Analysis of In-context Linear Estimation: Data, Architecture, and Beyond
Yingcong Li · Ankit Rawat · Samet Oymak
|
|
|
Poster
|
Thu 16:30
|
In-Context Learning with Representations: Contextual Generalization of Trained Transformers
Tong Yang · Yu Huang · Yingbin Liang · Yuejie Chi
|
|
|
Poster
|
|
Efficient Recurrent Off-Policy RL Requires a Context-Encoder-Specific Learning Rate
Fan-Ming Luo · Zuolin Tu · Zefang Huang · Yang Yu
|
|
|
Poster
|
Fri 16:30
|
The Evolution of Statistical Induction Heads: In-Context Learning Markov Chains
Ezra Edelman · Nikolaos Tsilivis · Benjamin Edelman · Eran Malach · Surbhi Goel
|
|
|
Poster
|
|
IRCAN: Mitigating Knowledge Conflicts in LLM Generation via Identifying and Reweighting Context-Aware Neurons
Dan Shi · Renren Jin · Tianhao Shen · Weilong Dong · Xinwei Wu · Deyi Xiong
|
|
|
Poster
|
Wed 11:00
|
Rethinking The Training And Evaluation of Rich-Context Layout-to-Image Generation
Jiaxin Cheng · ZIXU ZHAO · Tong He · Tianjun Xiao · Zheng Zhang · Yicong Zhou
|
|
|
Poster
|
Fri 11:00
|
Provably Transformers Harness Multi-Concept Word Semantics for Efficient In-Context Learning
Dake Bu · Wei Huang · Andi Han · Atsushi Nitanda · Taiji Suzuki · Qingfu Zhang · Hau-San Wong
|
|
|
Poster
|
Wed 11:00
|
In-Context Learning of a Linear Transformer Block: Benefits of the MLP Component and One-Step GD Initialization
Ruiqi Zhang · Jingfeng Wu · Peter Bartlett
|
|
|
Poster
|
Wed 16:30
|
Learning Place Cell Representations and Context-Dependent Remapping
Markus Pettersen · Frederik Rogge · Mikkel Lepperød
|
|
