Summary of Unisolver: Pde-conditional Transformers Are Universal Pde Solvers, by Hang Zhou et al.
Unisolver: PDE-Conditional Transformers Are Universal PDE Solversby Hang Zhou, Yuezhou Ma, Haixu Wu, Haowen Wang,…
Summary of Comet: a Communication-efficient and Performant Approximation For Private Transformer Inference, by Xiangrui Xu et al.
Comet: A Communication-efficient and Performant Approximation for Private Transformer Inferenceby Xiangrui Xu, Qiao Zhang, Rui…
Summary of Weatherformer: a Pretrained Encoder Model For Learning Robust Weather Representations From Small Datasets, by Adib Hasan and Mardavij Roozbehani and Munther Dahleh
WeatherFormer: A Pretrained Encoder Model for Learning Robust Weather Representations from Small Datasetsby Adib Hasan,…
Summary of Towards Gradient-based Time-series Explanations Through a Spatiotemporal Attention Network, by Min Hun Lee
Towards Gradient-based Time-Series Explanations through a SpatioTemporal Attention Networkby Min Hun LeeFirst submitted to arxiv…
Summary of Transformer In-context Learning For Categorical Data, by Aaron T. Wang and Ricardo Henao and Lawrence Carin
Transformer In-Context Learning for Categorical Databy Aaron T. Wang, Ricardo Henao, Lawrence CarinFirst submitted to…
Summary of Assessing the Significance Of Longitudinal Data in Alzheimer’s Disease Forecasting, by Batuhan K. Karaman et al.
Assessing the significance of longitudinal data in Alzheimer’s Disease forecastingby Batuhan K. Karaman, Mert R.…
Summary of Rethinking Transformers in Solving Pomdps, by Chenhao Lu and Ruizhe Shi and Yuyao Liu and Kaizhe Hu and Simon S. Du and Huazhe Xu
Rethinking Transformers in Solving POMDPsby Chenhao Lu, Ruizhe Shi, Yuyao Liu, Kaizhe Hu, Simon S.…
Summary of Behaviorgpt: Smart Agent Simulation For Autonomous Driving with Next-patch Prediction, by Zikang Zhou et al.
BehaviorGPT: Smart Agent Simulation for Autonomous Driving with Next-Patch Predictionby Zikang Zhou, Haibo Hu, Xinhong…
Summary of How Do Transformers “do” Physics? Investigating the Simple Harmonic Oscillator, by Subhash Kantamneni et al.
How Do Transformers “Do” Physics? Investigating the Simple Harmonic Oscillatorby Subhash Kantamneni, Ziming Liu, Max…
Summary of Q-value Regularized Transformer For Offline Reinforcement Learning, by Shengchao Hu et al.
Q-value Regularized Transformer for Offline Reinforcement Learningby Shengchao Hu, Ziqing Fan, Chaoqin Huang, Li Shen,…