A general reduced-order neural operator for spatio-temporal predictive learning on complex spatial domainsby Qinglu Meng,…
CoBo: Collaborative Learning via Bilevel Optimizationby Diba Hashemi, Lie He, Martin JaggiFirst submitted to arxiv…
Interpolation, Extrapolation, Hyperpolation: Generalising into new dimensionsby Toby OrdFirst submitted to arxiv on: 9 Sep…
SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoningby Alireza Ghafarollahi, Markus J. BuehlerFirst submitted…
Learning to Model Graph Structural Information on MLPs via Graph Structure Self-Contrastingby Lirong Wu, Haitao…
Approximation Bounds for Recurrent Neural Networks with Application to Regressionby Yuling Jiao, Yang Wang, Bokai…
When resampling/reweighting improves feature learning in imbalanced classification?: A toy-model studyby Tomoyuki Obuchi, Toshiyuki TanakaFirst…
SynMorph: Generating Synthetic Face Morphing Dataset with Mated Samplesby Haoyu Zhang, Raghavendra Ramachandra, Kiran Raja,…
Normalizing Energy Consumption for Hardware-Independent Evaluationby Constance Douwes, Romain SerizelFirst submitted to arxiv on: 9…
Joint Input and Output Coordination for Class-Incremental Learningby Shuai Wang, Yibing Zhan, Yong Luo, Han…