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Self-Supervised Learning

8,255 papers

Papers per year

Papers

Recursive Social Behavior Graph for Trajectory Prediction CVPR 2020
Self-Supervised Scene De-Occlusion CVPR 2020
SpSequenceNet: Semantic Segmentation Network on 4D Point Clouds CVPR 2020
Learning to Restore Low-Light Images via Decomposition-and-Enhancement CVPR 2020
A Semi-Supervised Assessor of Neural Architectures CVPR 2020
Extremely Dense Point Correspondences Using a Learned Feature Descriptor CVPR 2020
FaceScape: A Large-Scale High Quality 3D Face Dataset and Detailed Riggable 3D Face Prediction CVPR 2020
Leveraging Photometric Consistency Over Time for Sparsely Supervised Hand-Object Reconstruction CVPR 2020
Single Image Reflection Removal Through Cascaded Refinement CVPR 2020
Distilled Semantics for Comprehensive Scene Understanding from Videos CVPR 2020
Self-Supervised Viewpoint Learning From Image Collections CVPR 2020
On the Uncertainty of Self-Supervised Monocular Depth Estimation CVPR 2020
Learning to Have an Ear for Face Super-Resolution CVPR 2020
DuDoRNet: Learning a Dual-Domain Recurrent Network for Fast MRI Reconstruction With Deep T1 Prior CVPR 2020
Blindly Assess Image Quality in the Wild Guided by a Self-Adaptive Hyper Network CVPR 2020
Self-Supervised Monocular Trained Depth Estimation Using Self-Attention and Discrete Disparity Volume CVPR 2020
Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning CVPR 2020
Neural Blind Deconvolution Using Deep Priors CVPR 2020
3D Packing for Self-Supervised Monocular Depth Estimation CVPR 2020
Evolving Losses for Unsupervised Video Representation Learning CVPR 2020
A Self-supervised Approach for Adversarial Robustness CVPR 2020
Generating and Exploiting Probabilistic Monocular Depth Estimates CVPR 2020
From Image Collections to Point Clouds With Self-Supervised Shape and Pose Networks CVPR 2020
DUNIT: Detection-Based Unsupervised Image-to-Image Translation CVPR 2020
Self-Supervised Human Depth Estimation From Monocular Videos CVPR 2020