|
Workshop
|
|
Commute Your Domains: Trajectory Optimality Criterion for Multi-Domain Learning
Alexey Rukhovich · Alexander Podolskiy · Irina Piontkovskaya
|
|
|
Poster
|
Wed 16:30
|
Unraveling the Gradient Descent Dynamics of Transformers
Bingqing Song · Boran Han · Shuai Zhang · Jie Ding · Mingyi Hong
|
|
|
Poster
|
Wed 11:00
|
Training Dynamics of Transformers to Recognize Word Co-occurrence via Gradient Flow Analysis
Hongru Yang · Bhavya Kailkhura · Zhangyang "Atlas" Wang · Yingbin Liang
|
|
|
Workshop
|
|
Bias in Motion: Theoretical Insights into the Dynamics of Bias in SGD Training
Anchit Jain · Rozhin Nobahari · Aristide Baratin · Stefano Sarao Mannelli
|
|
|
Workshop
|
|
Composing Global Optimizers to Reasoning Tasks via Algebraic Objects in Neural Nets
Yuandong Tian
|
|
|
Poster
|
Wed 11:00
|
Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking
Zijian Dong · Ruilin Li · Yilei Wu · Thuan Tinh Nguyen · Joanna Chong · Fang Ji · Nathanael Tong · Christopher Chen · Juan Helen Zhou
|
|
|
Workshop
|
|
Crafting Global Optimizers to Reasoning Tasks via Algebraic Objects in Neural Nets
Yuandong Tian
|
|
|
Poster
|
Fri 11:00
|
The Implicit Bias of Gradient Descent toward Collaboration between Layers: A Dynamic Analysis of Multilayer Perceptions
Zheng Wang · Geyong Min · Wenjie Ruan
|
|
|
Workshop
|
|
Optimizing the IFMIF-DONES Particle Accelerator with Differentiable Deep Learning Surrogate Models
Galo Gallardo · Guillermo Rodriguez Llorente · Lucas Magariños · Rodrigo Morant Navascués · Nikita Kkhvatkin Petrovsky · Roberto Gómez-Espinosa Martín
|
|
