InversionView: A General-Purpose Method for Reading Information from Neural Activationsby Xinting Huang, Madhur Panwar, Navin…
Unisolver: PDE-Conditional Transformers Are Universal PDE Solversby Hang Zhou, Yuezhou Ma, Haixu Wu, Haowen Wang,…
Comet: A Communication-efficient and Performant Approximation for Private Transformer Inferenceby Xiangrui Xu, Qiao Zhang, Rui…
WeatherFormer: A Pretrained Encoder Model for Learning Robust Weather Representations from Small Datasetsby Adib Hasan,…
Towards Gradient-based Time-Series Explanations through a SpatioTemporal Attention Networkby Min Hun LeeFirst submitted to arxiv…
Transformer In-Context Learning for Categorical Databy Aaron T. Wang, Ricardo Henao, Lawrence CarinFirst submitted to…
Assessing the significance of longitudinal data in Alzheimer’s Disease forecastingby Batuhan K. Karaman, Mert R.…
Rethinking Transformers in Solving POMDPsby Chenhao Lu, Ruizhe Shi, Yuyao Liu, Kaizhe Hu, Simon S.…
BehaviorGPT: Smart Agent Simulation for Autonomous Driving with Next-Patch Predictionby Zikang Zhou, Haibo Hu, Xinhong…
How Do Transformers “Do” Physics? Investigating the Simple Harmonic Oscillatorby Subhash Kantamneni, Ziming Liu, Max…