feature learning

Learning Modular Structures That Generalize Out-of-Distribution (Student Abstract) AAAI 2022 Learning neural audio features without supervision Interspeech 2022 Learning Partial Equivariances From Data NeurIPS 2022 Learning sparse features can lead to overfitting in neural networks NeurIPS 2022 Learning Stable Classifiers by Transferring Unstable Features ICML 2022 Learning to Deblur Using Light Field Generated and Real Defocus Images CVPR 2022 Learning To Estimate Robust 3D Human Mesh From In-the-Wild Crowded Scenes CVPR 2022 Learning with convolution and pooling operations in kernel methods NeurIPS 2022 Lepard: Learning Partial Point Cloud Matching in Rigid and Deformable Scenes CVPR 2022 LieGG: Studying Learned Lie Group Generators NeurIPS 2022 Local Augmentation for Graph Neural Networks ICML 2022 Local Similarity Pattern and Cost Self-Reassembling for Deep Stereo Matching Networks AAAI 2022 Long-Tailed Recognition via Weight Balancing CVPR 2022 Marginal Contrastive Correspondence for Guided Image Generation CVPR 2022 MaskTune: Mitigating Spurious Correlations by Forcing to Explore NeurIPS 2022 Memory-Based Jitter: Improving Visual Recognition on Long-Tailed Data with Diversity in Memory AAAI 2022 MixFormer: Mixing Features Across Windows and Dimensions CVPR 2022 Modality Competition: What Makes Joint Training of Multi-modal Network Fail in Deep Learning? (Provably) ICML 2022 MSML: Enhancing Occlusion-Robustness by Multi-Scale Segmentation-Based Mask Learning for Face Recognition AAAI 2022 Multi-Head Modularization to Leverage Generalization Capability in Multi-Modal Networks AAAI 2022 Multi-Level Feature Learning for Contrastive Multi-View Clustering CVPR 2022 Multirate Training of Neural Networks ICML 2022 Multi-scale Feature Learning Dynamics: Insights for Double Descent ICML 2022 Multi-Task Personalized Learning with Sparse Network Lasso IJCAI 2022 MuMu: Cooperative Multitask Learning-Based Guided Multimodal Fusion AAAI 2022