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Representation Learning

4,516 papers

Papers per year

Papers

URetinex-Net: Retinex-Based Deep Unfolding Network for Low-Light Image Enhancement CVPR 2022
Class-Incremental Learning by Knowledge Distillation With Adaptive Feature Consolidation CVPR 2022
Bending Graphs: Hierarchical Shape Matching Using Gated Optimal Transport CVPR 2022
Federated Learning With Position-Aware Neurons CVPR 2022
Deformable Sprites for Unsupervised Video Decomposition CVPR 2022
Probabilistic Representations for Video Contrastive Learning CVPR 2022
SWEM: Towards Real-Time Video Object Segmentation With Sequential Weighted Expectation-Maximization CVPR 2022
Large-Scale Pre-Training for Person Re-Identification With Noisy Labels CVPR 2022
Feature Erasing and Diffusion Network for Occluded Person Re-Identification CVPR 2022
Represent, Compare, and Learn: A Similarity-Aware Framework for Class-Agnostic Counting CVPR 2022
Semantic Segmentation by Early Region Proxy CVPR 2022
Learning Local Displacements for Point Cloud Completion CVPR 2022
Look Back and Forth: Video Super-Resolution With Explicit Temporal Difference Modeling CVPR 2022
The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy CVPR 2022
Context-Aware Video Reconstruction for Rolling Shutter Cameras CVPR 2022
NPBG++: Accelerating Neural Point-Based Graphics CVPR 2022
A Differentiable Two-Stage Alignment Scheme for Burst Image Reconstruction With Large Shift CVPR 2022
Learning Motion-Dependent Appearance for High-Fidelity Rendering of Dynamic Humans From a Single Camera CVPR 2022
Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes CVPR 2022
Nested Collaborative Learning for Long-Tailed Visual Recognition CVPR 2022
Learning From Untrimmed Videos: Self-Supervised Video Representation Learning With Hierarchical Consistency CVPR 2022
Learning sRGB-to-Raw-RGB De-Rendering With Content-Aware Metadata CVPR 2022
Towards Total Recall in Industrial Anomaly Detection CVPR 2022
Point Cloud Color Constancy CVPR 2022
Catching Both Gray and Black Swans: Open-Set Supervised Anomaly Detection CVPR 2022