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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Sketch-BERT: Learning Sketch Bidirectional Encoder Representation From Transformers by Self-Supervised Learning of Sketch Gestalt CVPR 2020
Learning Representations by Predicting Bags of Visual Words CVPR 2020
Video Playback Rate Perception for Self-Supervised Spatio-Temporal Representation Learning CVPR 2020
Self-Supervised Learning of Interpretable Keypoints From Unlabelled Videos CVPR 2020
Self-Supervised 3D Human Pose Estimation via Part Guided Novel Image Synthesis CVPR 2020
Novel View Synthesis of Dynamic Scenes With Globally Coherent Depths From a Monocular Camera CVPR 2020
Self-Supervised Deep Visual Odometry With Online Adaptation CVPR 2020
Exploit Clues From Views: Self-Supervised and Regularized Learning for Multiview Object Recognition CVPR 2020
Unsupervised Learning From Video With Deep Neural Embeddings CVPR 2020
Transformation GAN for Unsupervised Image Synthesis and Representation Learning CVPR 2020
Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement CVPR 2020
Self-Supervised Human Depth Estimation From Monocular Videos CVPR 2020
Focus on Defocus: Bridging the Synthetic to Real Domain Gap for Depth Estimation CVPR 2020
A Physics-Based Noise Formation Model for Extreme Low-Light Raw Denoising CVPR 2020
Upgrading Optical Flow to 3D Scene Flow Through Optical Expansion CVPR 2020
From Image Collections to Point Clouds With Self-Supervised Shape and Pose Networks CVPR 2020
3D Packing for Self-Supervised Monocular Depth Estimation CVPR 2020
Neural Blind Deconvolution Using Deep Priors CVPR 2020
Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning CVPR 2020
Self-Supervised Monocular Trained Depth Estimation Using Self-Attention and Discrete Disparity Volume CVPR 2020
On the Uncertainty of Self-Supervised Monocular Depth Estimation CVPR 2020
Self-Supervised Viewpoint Learning From Image Collections CVPR 2020
Single-View View Synthesis With Multiplane Images CVPR 2020
Extremely Dense Point Correspondences Using a Learned Feature Descriptor CVPR 2020
Uninformed Students: Student-Teacher Anomaly Detection With Discriminative Latent Embeddings CVPR 2020