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feature learning

1311 papers

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representation learning (6206) convolutional neural network (4226) neural network (6616) image classification (1944) unsupervised learning (3264) domain adaptation (4595) object detection (2762) transfer learning (5449) self-supervised learning (3777) deep learning (2118)

Papers

MuMu: Cooperative Multitask Learning-Based Guided Multimodal Fusion AAAI 2022
Deep Incomplete Multi-View Clustering via Mining Cluster Complementarity AAAI 2022
PatchUp: A Feature-Space Block-Level Regularization Technique for Convolutional Neural Networks AAAI 2022
Entropy-Based Logic Explanations of Neural Networks AAAI 2022
Feature Erasing and Diffusion Network for Occluded Person Re-Identification CVPR 2022
HP-Capsule: Unsupervised Face Part Discovery by Hierarchical Parsing Capsule Network CVPR 2022
Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic Segmentation CVPR 2022
Balanced Multimodal Learning via On-the-Fly Gradient Modulation CVPR 2022
Global Matching With Overlapping Attention for Optical Flow Estimation CVPR 2022
Contrastive Dual Gating: Learning Sparse Features With Contrastive Learning CVPR 2022
Clothes-Changing Person Re-Identification With RGB Modality Only CVPR 2022
Noise Is Also Useful: Negative Correlation-Steered Latent Contrastive Learning CVPR 2022
Unsupervised Visual Representation Learning by Online Constrained K-Means CVPR 2022
Lepard: Learning Partial Point Cloud Matching in Rigid and Deformable Scenes CVPR 2022
A Simple Episodic Linear Probe Improves Visual Recognition in the Wild CVPR 2022
High-dimensional Asymptotics of Feature Learning: How One Gradient Step Improves the Representation NIPS 2022
Learning to Deblur Using Light Field Generated and Real Defocus Images CVPR 2022
What Does My GNN Really Capture? On Exploring Internal GNN Representations IJCAI 2022
MaskTune: Mitigating Spurious Correlations by Forcing to Explore NIPS 2022
MSML: Enhancing Occlusion-Robustness by Multi-Scale Segmentation-Based Mask Learning for Face Recognition AAAI 2022
Efficient Deep Embedded Subspace Clustering CVPR 2022
LieGG: Studying Learned Lie Group Generators NIPS 2022
Label Hallucination for Few-Shot Classification AAAI 2022
FIFO: Learning Fog-Invariant Features for Foggy Scene Segmentation CVPR 2022
DASO: Distribution-Aware Semantics-Oriented Pseudo-Label for Imbalanced Semi-Supervised Learning CVPR 2022