feature learning

Task Discrepancy Maximization for Fine-Grained Few-Shot Classification CVPR 2022 TCT: Convexifying Federated Learning using Bootstrapped Neural Tangent Kernels NeurIPS 2022 The Devil Is in the Details: Window-Based Attention for Image Compression CVPR 2022 The dynamics of representation learning in shallow, non-linear autoencoders ICML 2022 Towards Robust Adaptive Object Detection Under Noisy Annotations CVPR 2022 Towards understanding how momentum improves generalization in deep learning ICML 2022 Two-layer neural network on infinite dimensional data: global optimization guarantee in the mean-field regime NeurIPS 2022 Unseen Classes at a Later Time? No Problem CVPR 2022 Unsupervised Hierarchical Semantic Segmentation With Multiview Cosegmentation and Clustering Transformers CVPR 2022 Unsupervised Visual Representation Learning by Online Constrained K-Means CVPR 2022 VICRegL: Self-Supervised Learning of Local Visual Features NeurIPS 2022 What Does My GNN Really Capture? On Exploring Internal GNN Representations IJCAI 2022 WildNet: Learning Domain Generalized Semantic Segmentation From the Wild CVPR 2022 3D Object Detection With Pointformer CVPR 2021 A Case Study of the Shortcut Effects in Visual Commonsense Reasoning AAAI 2021 A Deterministic Neural Network Approach to Playing Gin Rummy AAAI 2021 Adversarial Feature Desensitization NeurIPS 2021 Adversarially Robust 3D Point Cloud Recognition Using Self-Supervisions NeurIPS 2021 A Geometric Analysis of Neural Collapse with Unconstrained Features NeurIPS 2021 A self consistent theory of Gaussian Processes captures feature learning effects in finite CNNs NeurIPS 2021 Background Splitting: Finding Rare Classes in a Sea of Background CVPR 2021 Back to the Feature: Learning Robust Camera Localization From Pixels To Pose CVPR 2021 BasisDeVAE: Interpretable Simultaneous Dimensionality Reduction and Feature-Level Clustering with Derivative-Based Variational Autoencoders ICML 2021 Batch Normalization Increases Adversarial Vulnerability and Decreases Adversarial Transferability: A Non-Robust Feature Perspective ICCV 2021 Beyond Categorical Label Representations for Image Classification ICLR 2021