ICML 2024 Workshop TF2M Submissions

How Do Transformers Fill in the Blanks? A Case Study on Matrix Completion
Pulkit Gopalani, Ekdeep Singh Lubana, Wei Hu
- Published: 18 Jun 2024, Last Modified: 19 Jul 2024
- TF2M 2024 Poster
- Readers: Everyone
Sparse network initialization using deterministic Ramanujan graphs
Arindam Biswas, Suryam Arnav Kalra, Pabitra Mitra, BISWAJIT BASU
- Published: 18 Jun 2024, Last Modified: 24 Jul 2024
- TF2M 2024 Poster
- Readers: Everyone
Do LLM Agents Have Regret? A Case Study in Online Learning and Games
Chanwoo Park, Xiangyu Liu, Asuman E. Ozdaglar, Kaiqing Zhang
- Published: 18 Jun 2024, Last Modified: 03 Jul 2024
- TF2M 2024 Poster
- Readers: Everyone
Decoding-Time Language Model Alignment with Multiple Objectives
Ruizhe Shi, Yifang Chen, Yushi Hu, Alisa Liu, Hannaneh Hajishirzi, Noah A. Smith, Simon Shaolei Du
- Published: 18 Jun 2024, Last Modified: 07 Jul 2024
- TF2M 2024 Poster
- Readers: Everyone
Understanding the Role of Equivariance in Self-supervised Learning
Yifei Wang, Kaiwen Hu, Sharut Gupta, Ziyu Ye, Yisen Wang, Stefanie Jegelka
- Published: 18 Jun 2024, Last Modified: 06 Jul 2024
- TF2M 2024 Poster
- Readers: Everyone
A Theoretical Understanding of Self-Correction through In-context Alignment
Yifei Wang, Yuyang Wu, Zeming Wei, Stefanie Jegelka, Yisen Wang
- Published: 18 Jun 2024, Last Modified: 06 Jul 2024
- TF2M 2024 Poster
- Readers: Everyone
Transformers are Minimax Optimal Nonparametric In-Context Learners
Juno Kim, Tai Nakamaki, Taiji Suzuki
- Published: 18 Jun 2024, Last Modified: 07 Jul 2024
- TF2M 2024 Oral
- Readers: Everyone
PIXART-δ: Fast and Controllable Image Generation with Latent Consistency Models
Junsong Chen, Simian Luo, Enze Xie
- Published: 18 Jun 2024, Last Modified: 20 Jul 2024
- TF2M 2024 Poster
- Readers: Everyone