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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

PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models CVPR 2020
Priorless Recurrent Networks Learn Curiously COLING 2020
CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters COLING 2020
Unsupervised Learning From Video With Deep Neural Embeddings CVPR 2020
Exploit Clues From Views: Self-Supervised and Regularized Learning for Multiview Object Recognition CVPR 2020
Unsupervised Learning of Dense Visual Representations NIPS 2020
Learning Representations from Audio-Visual Spatial Alignment NIPS 2020
Self-supervised Co-Training for Video Representation Learning NIPS 2020
NICT Kyoto Submission for the WMT’20 Quality Estimation Task: Intermediate Training for Domain and Task Adaptation EMNLP 2020
Students Need More Attention: BERT-based Attention Model for Small Data with Application to Automatic Patient Message Triage MLHC 2020
Robust Pre-Training by Adversarial Contrastive Learning NIPS 2020
Learning Long- and Short-Term User Literal-Preference with Multimodal Hierarchical Transformer Network for Personalized Image Caption AAAI 2020
Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction NIPS 2020
Hierarchically Organized Latent Modules for Exploratory Search in Morphogenetic Systems NIPS 2020
Self2Self With Dropout: Learning Self-Supervised Denoising From Single Image CVPR 2020
A Self-Refinement Strategy for Noise Reduction in Grammatical Error Correction EMNLP 2020
CrossTransformers: spatially-aware few-shot transfer NIPS 2020
Bootstrap Your Own Latent - A New Approach to Self-Supervised Learning NIPS 2020
Self-Supervised Visual Representation Learning from Hierarchical Grouping NIPS 2020
Parametric Instance Classification for Unsupervised Visual Feature learning NIPS 2020
CompRess: Self-Supervised Learning by Compressing Representations NIPS 2020
Self-Supervised Graph Transformer on Large-Scale Molecular Data NIPS 2020
Self-Supervised Few-Shot Learning on Point Clouds NIPS 2020
Graph Contrastive Learning with Augmentations NIPS 2020
Latent World Models For Intrinsically Motivated Exploration NIPS 2020