ElasTST: Towards Robust Varied-Horizon Forecasting with Elastic Time-Series Transformerby Jiawen Zhang, Shun Zheng, Xumeng Wen,…
FilterNet: Harnessing Frequency Filters for Time Series Forecastingby Kun Yi, Jingru Fei, Qi Zhang, Hui…
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.…
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…
Normalization Layer Per-Example Gradients are Sufficient to Predict Gradient Noise Scale in Transformersby Gavia Gray,…
Hierarchical Transformer for Electrocardiogram Diagnosisby Xiaoya Tang, Jake Berquist, Benjamin A. Steinberg, Tolga TasdizenFirst submitted…