feature learning

Neural Dependencies Emerging From Learning Massive Categories CVPR 2023 Neural ePDOs: Spatially Adaptive Equivariant Partial Differential Operator Based Networks ICLR 2023 NeuroX Library for Neuron Analysis of Deep NLP Models ACL 2023 One-to-Few Label Assignment for End-to-End Dense Detection CVPR 2023 Online Boundary-Free Continual Learning by Scheduled Data Prior ICLR 2023 On Single-Index Models beyond Gaussian Data NeurIPS 2023 Out-of-distribution Detection Learning with Unreliable Out-of-distribution Sources NeurIPS 2023 Out-of-Domain Robustness via Targeted Augmentations ICML 2023 Pareto Frontiers in Deep Feature Learning: Data, Compute, Width, and Luck NeurIPS 2023 PCA-based Multi-Task Learning: a Random Matrix Approach ICML 2023 PEAL: Prior-Embedded Explicit Attention Learning for Low-Overlap Point Cloud Registration CVPR 2023 PEFAT: Boosting Semi-Supervised Medical Image Classification via Pseudo-Loss Estimation and Feature Adversarial Training CVPR 2023 Perturbation Analysis of Neural Collapse ICML 2023 Positional Label for Self-Supervised Vision Transformer AAAI 2023 Predicting Human Translation Difficulty Using Automatic Word Alignment ACL 2023 Preparing the Future for Continual Semantic Segmentation ICCV 2023 Principles of Forgetting in Domain-Incremental Semantic Segmentation in Adverse Weather Conditions CVPR 2023 ProtoSeg: Interpretable Semantic Segmentation With Prototypical Parts WACV 2023 Provable Guarantees for Nonlinear Feature Learning in Three-Layer Neural Networks NeurIPS 2023 Provable Pathways: Learning Multiple Tasks over Multiple Paths AAAI 2023 Provably Learning Diverse Features in Multi-View Data with Midpoint Mixup ICML 2023 Random Feature Amplification: Feature Learning and Generalization in Neural Networks JMLR 2023 Recovering the Graph Underlying Networked Dynamical Systems under Partial Observability: A Deep Learning Approach AAAI 2023 Regularization of Polynomial Networks for Image Recognition CVPR 2023 Rethinking Few-Shot Medical Segmentation: A Vector Quantization View CVPR 2023