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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Self-Supervised Visual Representation Learning from Hierarchical Grouping NIPS 2020
AViD Dataset: Anonymized Videos from Diverse Countries NIPS 2020
Contrastive Learning with Adversarial Examples NIPS 2020
Functional Regularization for Representation Learning: A Unified Theoretical Perspective NIPS 2020
Big Bird: Transformers for Longer Sequences NIPS 2020
Estimating Low-Rank Region Likelihood Maps CVPR 2020
BEDSR-Net: A Deep Shadow Removal Network From a Single Document Image CVPR 2020
Diverse Image Generation via Self-Conditioned GANs CVPR 2020
RPM-Net: Robust Point Matching Using Learned Features CVPR 2020
Counterfactual Samples Synthesizing for Robust Visual Question Answering CVPR 2020
Deformable Siamese Attention Networks for Visual Object Tracking CVPR 2020
Self-Supervised Monocular Scene Flow Estimation CVPR 2020
TransMoMo: Invariance-Driven Unsupervised Video Motion Retargeting CVPR 2020
Advancing High Fidelity Identity Swapping for Forgery Detection CVPR 2020
S3VAE: Self-Supervised Sequential VAE for Representation Disentanglement and Data Generation CVPR 2020
Exploring Unlabeled Faces for Novel Attribute Discovery CVPR 2020
ViewAL: Active Learning With Viewpoint Entropy for Semantic Segmentation CVPR 2020
Action Segmentation With Joint Self-Supervised Temporal Domain Adaptation CVPR 2020
4D Visualization of Dynamic Events From Unconstrained Multi-View Videos CVPR 2020
Towards Better Generalization: Joint Depth-Pose Learning Without PoseNet CVPR 2020
Learning by Analogy: Reliable Supervision From Transformations for Unsupervised Optical Flow Estimation CVPR 2020
ProAlignNet: Unsupervised Learning for Progressively Aligning Noisy Contours CVPR 2020
Steering Self-Supervised Feature Learning Beyond Local Pixel Statistics CVPR 2020
Time Flies: Animating a Still Image With Time-Lapse Video As Reference CVPR 2020
ReDA:Reinforced Differentiable Attribute for 3D Face Reconstruction CVPR 2020