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self-supervised learning

3751 papers

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Also known as

ESSL DINO SSRL SSL OR NULL CSSL SSF SSID SS SSL MSSL GSSL SELF-SL SSLR SSCL CSL

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

Cycle-Contrast for Self-Supervised Video Representation Learning NIPS 2020
Refactoring Policy for Compositional Generalizability using Self-Supervised Object Proposals NIPS 2020
Listening to Sounds of Silence for Speech Denoising NIPS 2020
Self-supervised learning through the eyes of a child NIPS 2020
Contrastive learning of global and local features for medical image segmentation with limited annotations NIPS 2020
Forget About the LiDAR: Self-Supervised Depth Estimators with MED Probability Volumes NIPS 2020
Timeseries Anomaly Detection using Temporal Hierarchical One-Class Network NIPS 2020
3D Self-Supervised Methods for Medical Imaging NIPS 2020
One-sample Guided Object Representation Disassembling NIPS 2020
Big Self-Supervised Models are Strong Semi-Supervised Learners NIPS 2020
Self-Supervised Relationship Probing NIPS 2020
NILE : Natural Language Inference with Faithful Natural Language Explanations ACL 2020
ROLL: Visual Self-Supervised Reinforcement Learning with Object Reasoning CORL 2020
Learning Arbitrary-Goal Fabric Folding with One Hour of Real Robot Experience CORL 2020
Auto-GAN: Self-Supervised Collaborative Learning for Medical Image Synthesis AAAI 2020
Fast and Robust Face-to-Parameter Translation for Game Character Auto-Creation AAAI 2020
Self-Supervised Pre-Training with Acoustic Configurations for Replay Spoofing Detection INTERSPEECH 2020
Contrastive Predictive Coding of Audio with an Adversary INTERSPEECH 2020
Joint Demosaicing and Denoising With Self Guidance CVPR 2020
Distilled Semantics for Comprehensive Scene Understanding from Videos CVPR 2020
Learning to Compare for Better Training and Evaluation of Open Domain Natural Language Generation Models AAAI 2020
Video Cloze Procedure for Self-Supervised Spatio-Temporal Learning AAAI 2020
General Partial Label Learning via Dual Bipartite Graph Autoencoder AAAI 2020
Self-Supervised Adversarial Multi-Task Learning for Vocoder-Based Monaural Speech Enhancement INTERSPEECH 2020
Self-Supervised Learning for Pairwise Data Refinement AACL 2020