← Learning Types
Deep Learning › Learning Types ›

Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Unsupervised Disentanglement of Linear-Encoded Facial Semantics CVPR 2021
Unsupervised Real-World Image Super Resolution via Domain-Distance Aware Training CVPR 2021
Learning to Track Instances without Video Annotations CVPR 2021
Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination CVPR 2021
OpenMix: Reviving Known Knowledge for Discovering Novel Visual Categories in an Open World CVPR 2021
Learning Fine-Grained Cross Modality Excitement for Speech Emotion Recognition INTERSPEECH 2021
Whitening for Self-Supervised Representation Learning ICML 2021
Improved Contrastive Divergence Training of Energy-Based Models ICML 2021
Learning by Aligning Videos in Time CVPR 2021
LASR: Learning Articulated Shape Reconstruction From a Monocular Video CVPR 2021
Self-Supervised Learning of Depth Inference for Multi-View Stereo CVPR 2021
Model-Based 3D Hand Reconstruction via Self-Supervised Learning CVPR 2021
ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Image Segmentation CVPR 2021
Know Your Enemy, Know Yourself: A Unified Two-Stage Framework for Speech Enhancement INTERSPEECH 2021
Y-Vector: Multiscale Waveform Encoder for Speaker Embedding INTERSPEECH 2021
TravelNet: Self-Supervised Physically Plausible Hand Motion Learning From Monocular Color Images ICCV 2021
Unsupervised Degradation Representation Learning for Blind Super-Resolution CVPR 2021
CoCoNets: Continuous Contrastive 3D Scene Representations CVPR 2021
No Frame Left Behind: Full Video Action Recognition CVPR 2021
Learning the Superpixel in a Non-Iterative and Lifelong Manner CVPR 2021
Denoise and Contrast for Category Agnostic Shape Completion CVPR 2021
Neighbor2Neighbor: Self-Supervised Denoising From Single Noisy Images CVPR 2021
Three Ways To Improve Semantic Segmentation With Self-Supervised Depth Estimation CVPR 2021
Unsupervised Discovery of the Long-Tail in Instance Segmentation Using Hierarchical Self-Supervision CVPR 2021
Towards Robust Classification Model by Counterfactual and Invariant Data Generation CVPR 2021