Show, Don’t Tell: Learning Reward Machines from Demonstrations for Reinforcement Learning-Based Cardiac Pacemaker Synthesisby John…
Shrinking the Giant : Quasi-Weightless Transformers for Low Energy Inferenceby Shashank Nag, Alan T. L.…
ElasTST: Towards Robust Varied-Horizon Forecasting with Elastic Time-Series Transformerby Jiawen Zhang, Shun Zheng, Xumeng Wen,…
GITSR: Graph Interaction Transformer-based Scene Representation for Multi Vehicle Collaborative Decision-makingby Xingyu Hu, Lijun Zhang,…
GraphXForm: Graph transformer for computer-aided molecular design with application to extractionby Jonathan Pirnay, Jan G.…
FilterNet: Harnessing Frequency Filters for Time Series Forecastingby Kun Yi, Jingru Fei, Qi Zhang, Hui…
Enhancing Glucose Level Prediction of ICU Patients through Hierarchical Modeling of Irregular Time-Seriesby Hadi Mehdizavareh,…
PSformer: Parameter-efficient Transformer with Segment Attention for Time Series Forecastingby Yanlong Wang, Jian Xu, Fei…
Task-Aware Harmony Multi-Task Decision Transformer for Offline Reinforcement Learningby Ziqing Fan, Shengchao Hu, Yuhang Zhou,…
Magnitude Pruning of Large Pretrained Transformer Models with a Mixture Gaussian Priorby Mingxuan Zhang, Yan…