feature learning

Competing Mutual Information Constraints with Stochastic Competition-Based Activations for Learning Diversified Representations AAAI 2022 Condensing CNNs With Partial Differential Equations CVPR 2022 Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain Adaptation ICML 2022 Contrasting the landscape of contrastive and non-contrastive learning AISTATS 2022 Contrastive Dual Gating: Learning Sparse Features With Contrastive Learning CVPR 2022 DANets: Deep Abstract Networks for Tabular Data Classification and Regression AAAI 2022 DASO: Distribution-Aware Semantics-Oriented Pseudo-Label for Imbalanced Semi-Supervised Learning CVPR 2022 Data Augmentation as Feature Manipulation ICML 2022 Deep Dirichlet process mixture models UAI 2022 Deep Incomplete Multi-View Clustering via Mining Cluster Complementarity AAAI 2022 Deep One-Class Classification via Interpolated Gaussian Descriptor AAAI 2022 Deformable Part Region Learning for Object Detection AAAI 2022 Density-Preserving Deep Point Cloud Compression CVPR 2022 Depth and Feature Learning are Provably Beneficial for Neural Network Discriminators COLT 2022 Disentangled Representation With Dual-Stage Feature Learning for Face Anti-Spoofing WACV 2022 Distinguishing rule and exemplar-based generalization in learning systems ICML 2022 Divide-and-Regroup Clustering for Domain Adaptive Person Re-identification AAAI 2022 DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification COLING 2022 Dual Perspective of Label-Specific Feature Learning for Multi-Label Classification ICML 2022 Efficient Computation of Deep Nonlinear Infinite-Width Neural Networks that Learn Features ICLR 2022 Efficient Deep Embedded Subspace Clustering CVPR 2022 Efficient Learning of CNNs using Patch Based Features ICML 2022 Encoding and Fusing Semantic Connection and Linguistic Evidence for Implicit Discourse Relation Recognition ACL 2022 Entropy-Based Logic Explanations of Neural Networks AAAI 2022 Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions With Superior OOD Generalization CVPR 2022