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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

Token Drop mechanism for Neural Machine Translation COLING 2020
Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning CVPR 2020
Planning to Explore via Self-Supervised World Models ICML 2020
Probing Emergent Semantics in Predictive Agents via Question Answering ICML 2020
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization ICML 2020
Revisiting Image Aesthetic Assessment via Self-Supervised Feature Learning AAAI 2020
Learning Deep Relations to Promote Saliency Detection AAAI 2020
Self-Supervised Learning of Interpretable Keypoints From Unlabelled Videos CVPR 2020
Video Playback Rate Perception for Self-Supervised Spatio-Temporal Representation Learning CVPR 2020
Automatic Shortcut Removal for Self-Supervised Representation Learning ICML 2020
Contrastive Multi-View Representation Learning on Graphs ICML 2020
Data-Efficient Image Recognition with Contrastive Predictive Coding ICML 2020
Oops! Predicting Unintentional Action in Video CVPR 2020
S3VAE: Self-Supervised Sequential VAE for Representation Disentanglement and Data Generation CVPR 2020
Noisier2Noise: Learning to Denoise From Unpaired Noisy Data CVPR 2020
Real-World Person Re-Identification via Degradation Invariance Learning CVPR 2020
Self-supervised Label Augmentation via Input Transformations ICML 2020
ActBERT: Learning Global-Local Video-Text Representations CVPR 2020
InfoGAN-CR and ModelCentrality: Self-supervised Model Training and Selection for Disentangling GANs ICML 2020
Long Short-Term Sample Distillation AAAI 2020
Towards Good Practice for CNN-Based Monocular Depth Estimation WACV 2020
Re-Thinking LiDAR-Stereo Fusion Frameworks (Student Abstract) AAAI 2020
Solving Mixed-Modal Jigsaw Puzzle for Fine-Grained Sketch-Based Image Retrieval CVPR 2020
Self-Supervised Domain-Aware Generative Network for Generalized Zero-Shot Learning CVPR 2020
Telling Left From Right: Learning Spatial Correspondence of Sight and Sound CVPR 2020