feature learning

Evolution of Neural Tangent Kernels under Benign and Adversarial Training NeurIPS 2022 Explainable Planner Selection for Classical Planning AAAI 2022 Explainable Slot Type Attentions to Improve Joint Intent Detection and Slot Filling EMNLP 2022 Explaining Translationese: why are Neural Classifiers Better and what do they Learn? EMNLP 2022 Extended Unconstrained Features Model for Exploring Deep Neural Collapse ICML 2022 Failure Modes of Domain Generalization Algorithms CVPR 2022 Feature Erasing and Diffusion Network for Occluded Person Re-Identification CVPR 2022 Feature learning and random features in standard finite-width convolutional neural networks: An empirical study UAI 2022 Feature Learning and Signal Propagation in Deep Neural Networks ICML 2022 Feature Learning in L_2-regularized DNNs: Attraction/Repulsion and Sparsity NeurIPS 2022 FIFO: Learning Fog-Invariant Features for Foggy Scene Segmentation CVPR 2022 Fortuitous Forgetting in Connectionist Networks ICLR 2022 Geometry-Aware Guided Loss for Deep Crack Recognition CVPR 2022 Global Matching With Overlapping Attention for Optical Flow Estimation CVPR 2022 GraftNet: Towards Domain Generalized Stereo Matching With a Broad-Spectrum and Task-Oriented Feature CVPR 2022 High-dimensional Asymptotics of Feature Learning: How One Gradient Step Improves the Representation NeurIPS 2022 HP-Capsule: Unsupervised Face Part Discovery by Hierarchical Parsing Capsule Network CVPR 2022 HSurf-Net: Normal Estimation for 3D Point Clouds by Learning Hyper Surfaces NeurIPS 2022 Hypergraph-Induced Semantic Tuplet Loss for Deep Metric Learning CVPR 2022 Igeood: An Information Geometry Approach to Out-of-Distribution Detection ICLR 2022 Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network? NeurIPS 2022 Informativeness and Invariance: Two Perspectives on Spurious Correlations in Natural Language NAACL 2022 Kernel similarity matching with Hebbian networks NeurIPS 2022 Label Hallucination for Few-Shot Classification AAAI 2022 Learning Concept Credible Models for Mitigating Shortcuts NeurIPS 2022