Interactive Symbolic Regression through Offline Reinforcement Learning: A Co-Design Frameworkby Yuan Tian, Wenqi Zhou, Michele…
Designing deep neural networks for driver intention recognitionby Koen Vellenga, H. Joe Steinhauer, Alexander Karlsson,…
Towards Understanding Inductive Bias in Transformers: A View From Infinityby Itay Lavie, Guy Gur-Ari, Zohar…
Latent Plan Transformer for Trajectory Abstraction: Planning as Latent Space Inferenceby Deqian Kong, Dehong Xu,…
Triplet Interaction Improves Graph Transformers: Accurate Molecular Graph Learning with Triplet Graph Transformersby Md Shamim…
The Hedgehog & the Porcupine: Expressive Linear Attentions with Softmax Mimicryby Michael Zhang, Kush Bhatia,…
Read to Play (R2-Play): Decision Transformer with Multimodal Game Instructionby Yonggang Jin, Ge Zhang, Hao…
Attention with Markov: A Framework for Principled Analysis of Transformers via Markov Chainsby Ashok Vardhan…
CAST: Clustering Self-Attention using Surrogate Tokens for Efficient Transformersby Adjorn van Engelenhoven, Nicola Strisciuglio, EstefanÃa…
Can Mamba Learn How to Learn? A Comparative Study on In-Context Learning Tasksby Jongho Park,…