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Self-Supervised Learning

8,405 papers

Papers per year

12
19
682
1215
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Papers

Beyond Short Clips: End-to-End Video-Level Learning With Collaborative Memories CVPR 2021
Task Programming: Learning Data Efficient Behavior Representations CVPR 2021
Self-Supervised Pillar Motion Learning for Autonomous Driving CVPR 2021
Disentangled Cycle Consistency for Highly-Realistic Virtual Try-On CVPR 2021
Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning CVPR 2021
Learning Complete 3D Morphable Face Models From Images and Videos CVPR 2021
Exploring Simple Siamese Representation Learning CVPR 2021
Learning To Segment Actions From Visual and Language Instructions via Differentiable Weak Sequence Alignment CVPR 2021
Back to Event Basics: Self-Supervised Learning of Image Reconstruction for Event Cameras via Photometric Constancy CVPR 2021
Ensembling With Deep Generative Views CVPR 2021
Group Collaborative Learning for Co-Salient Object Detection CVPR 2021
Source-Free Domain Adaptation for Semantic Segmentation CVPR 2021
Repurposing GANs for One-Shot Semantic Part Segmentation CVPR 2021
StyleMeUp: Towards Style-Agnostic Sketch-Based Image Retrieval CVPR 2021
Beyond Static Features for Temporally Consistent 3D Human Pose and Shape From a Video CVPR 2021
Pareto Self-Supervised Training for Few-Shot Learning CVPR 2021
EnD: Entangling and Disentangling Deep Representations for Bias Correction CVPR 2021
Sequence-to-Sequence Contrastive Learning for Text Recognition CVPR 2021
Self-Supervised Geometric Perception CVPR 2021
CutPaste: Self-Supervised Learning for Anomaly Detection and Localization CVPR 2021
Self-Supervised Simultaneous Multi-Step Prediction of Road Dynamics and Cost Map CVPR 2021
Learning by Aligning Videos in Time CVPR 2021
Memory-Guided Unsupervised Image-to-Image Translation CVPR 2021
Mining Better Samples for Contrastive Learning of Temporal Correspondence CVPR 2021
Single Image Depth Prediction With Wavelet Decomposition CVPR 2021