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self-supervised learning

3751 papers

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Also known as

SSL SELF-SL

Co-occurring keywords

representation learning (6174) contrastive learning (3979) transfer learning (5442) unsupervised learning (3255) graph neural network (3945) domain adaptation (4578) multimodal learning (4622) semantic segmentation (3179) depth estimation (1540) knowledge distillation (3680)

Papers

Self-Supervised Video GANs: Learning for Appearance Consistency and Motion Coherency CVPR 2021
AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations From Self-Trained Negative Adversaries CVPR 2021
Personalized Speech Enhancement Through Self-Supervised Data Augmentation and Purification INTERSPEECH 2021
Semantic Sentence Similarity: Size does not Always Matter INTERSPEECH 2021
The TAL System for the INTERSPEECH2021 Shared Task on Automatic Speech Recognition for Non-Native Childrens Speech INTERSPEECH 2021
Unsupervised Co-part Segmentation through Assembly ICML 2021
Neural Transformation Learning for Deep Anomaly Detection Beyond Images ICML 2021
SeLFVi: Self-Supervised Light-Field Video Reconstruction From Stereo Video ICCV 2021
Self-Damaging Contrastive Learning ICML 2021
Towards Domain-Agnostic Contrastive Learning ICML 2021
Graph Contrastive Learning Automated ICML 2021
Deep Fusion Clustering Network AAAI 2021
LRSC: Learning Representations for Subspace Clustering AAAI 2021
Noise Estimation Using Density Estimation for Self-Supervised Multimodal Learning AAAI 2021
Gaining Insight into SARS-CoV-2 Infection and COVID-19 Severity Using Self-supervised Edge Features and Graph Neural Networks AAAI 2021
Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation AAAI 2021
Personalized Trajectory Prediction via Distribution Discrimination ICCV 2021
An Empirical Study of Training Self-Supervised Vision Transformers ICCV 2021
Self-Supervised Monocular Depth Estimation for All Day Images Using Domain Separation ICCV 2021
Self-Supervised 3D Face Reconstruction via Conditional Estimation ICCV 2021
SSH: A Self-Supervised Framework for Image Harmonization ICCV 2021
Learning Self-Consistency for Deepfake Detection ICCV 2021
Learning Realistic Human Reposing Using Cyclic Self-Supervision With 3D Shape, Pose, and Appearance Consistency ICCV 2021
Multimodal Clustering Networks for Self-Supervised Learning From Unlabeled Videos ICCV 2021
Contrastive Learning of Image Representations With Cross-Video Cycle-Consistency ICCV 2021