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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

Labelling unlabelled videos from scratch with multi-modal self-supervision NIPS 2020
An Unsupervised Information-Theoretic Perceptual Quality Metric NIPS 2020
Prophet Attention: Predicting Attention with Future Attention NIPS 2020
Self-Supervised Learning for Generalizable Out-of-Distribution Detection AAAI 2020
SSCR: Iterative Language-Based Image Editing via Self-Supervised Counterfactual Reasoning EMNLP 2020
Space-Time Correspondence as a Contrastive Random Walk NIPS 2020
The Autoencoding Variational Autoencoder NIPS 2020
Self-Supervised Relational Reasoning for Representation Learning NIPS 2020
Learning Dynamic Belief Graphs to Generalize on Text-Based Games NIPS 2020
PsyNet: Self-Supervised Approach to Object Localization Using Point Symmetric Transformation AAAI 2020
Vokenization: Improving Language Understanding with Contextualized, Visual-Grounded Supervision EMNLP 2020
Self-Supervised Contrastive Learning for Unsupervised Phoneme Segmentation INTERSPEECH 2020
Human Synthesis and Scene Compositing AAAI 2020
Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive Learning EMNLP 2020
SSMBA: Self-Supervised Manifold Based Data Augmentation for Improving Out-of-Domain Robustness EMNLP 2020
SLM: Learning a Discourse Language Representation with Sentence Unshuffling EMNLP 2020
Self-Induced Curriculum Learning in Self-Supervised Neural Machine Translation EMNLP 2020
Train No Evil: Selective Masking for Task-Guided Pre-Training EMNLP 2020
Cold-start Active Learning through Self-supervised Language Modeling EMNLP 2020
Pre-training Mention Representations in Coreference Models EMNLP 2020
Tracklet Self-Supervised Learning for Unsupervised Person Re-Identification AAAI 2020
Hide-and-Tell: Learning to Bridge Photo Streams for Visual Storytelling AAAI 2020
SelfORE: Self-supervised Relational Feature Learning for Open Relation Extraction EMNLP 2020
Demystifying Contrastive Self-Supervised Learning: Invariances, Augmentations and Dataset Biases NIPS 2020
Realistic Face Reenactment via Self-Supervised Disentangling of Identity and Pose AAAI 2020