The Persistence of Neural Collapse Despite Low-Rank Bias: An Analytic Perspective Through Unconstrained Featuresby Connall…
An Iterative Algorithm for Regularized Non-negative Matrix Factorizationsby Steven E. PavFirst submitted to arxiv on:…
Subgraph Aggregation for Out-of-Distribution Generalization on Graphsby Bowen Liu, Haoyang Li, Shuning Wang, Shuo Nie,…
Enhance Hyperbolic Representation Learning via Second-order Poolingby Kun Song, Ruben Solozabal, Li hao, Lu Ren,…
Diff-Instruct*: Towards Human-Preferred One-step Text-to-image Generative Modelsby Weijian Luo, Colin Zhang, Debing Zhang, Zhengyang GengFirst…
Scaling-based Data Augmentation for Generative Models and its Theoretical Extensionby Yoshitaka Koike, Takumi Nakagawa, Hiroki…
Task Confusion and Catastrophic Forgetting in Class-Incremental Learning: A Mathematical Framework for Discriminative and Generative…
Intuitionistic Fuzzy Universum Twin Support Vector Machine for Imbalanced Databy A. Quadir, M. TanveerFirst submitted…
Self-Normalized Resets for Plasticity in Continual Learningby Vivek F. Farias, Adam D. JozefiakFirst submitted to…
Provable optimal transport with transformers: The essence of depth and prompt engineeringby Hadi DaneshmandFirst submitted…