Feedback Favors the Generalization of Neural ODEsby Jindou Jia, Zihan Yang, Meng Wang, Kexin Guo,…
Self-Organizing Recurrent Stochastic Configuration Networks for Nonstationary Data Modellingby Gang Dang, Dianhui WangFirst submitted to…
PromptGCN: Bridging Subgraph Gaps in Lightweight GCNsby Shengwei Ji, Yujie Tian, Fei Liu, Xinlu Li,…
Lower-dimensional projections of cellular expression improves cell type classification from single-cell RNA sequencingby Muhammad Umar,…
Looped ReLU MLPs May Be All You Need as Practical Programmable Computersby Yingyu Liang, Zhizhou…
Encoding Agent Trajectories as Representations with Sequence Transformersby Athanasios Tsiligkaridis, Nicholas Kalinowski, Zhongheng Li, Elizabeth…
DeepOSets: Non-Autoregressive In-Context Learning of Supervised Learning Operatorsby Shao-Ting Chiu, Junyuan Hong, Ulisses Braga-NetoFirst submitted…
A physics-guided neural network for flooding area detection using SAR imagery and local river gauge…
Drama: Mamba-Enabled Model-Based Reinforcement Learning Is Sample and Parameter Efficientby Wenlong Wang, Ivana Dusparic, Yucheng…
An End-to-End Deep Learning Method for Solving Nonlocal Allen-Cahn and Cahn-Hilliard Phase-Field Modelsby Yuwei Geng,…