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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

Learning About Objects by Learning to Interact with Them NIPS 2020
Exploiting Motion Information from Unlabeled Videos for Static Image Action Recognition AAAI 2020
Self-Supervised Gait Encoding with Locality-Aware Attention for Person Re-Identification IJCAI 2020
Exploiting Unsupervised Data for Emotion Recognition in Conversations EMNLP 2020
Tri-Train: Automatic Pre-Fine Tuning between Pre-Training and Fine-Tuning for SciNER EMNLP 2020
Improving Limited Labeled Dialogue State Tracking with Self-Supervision EMNLP 2020
Learning Robust and Multilingual Speech Representations EMNLP 2020
End-to-End Learning of Visual Representations From Uncurated Instructional Videos CVPR 2020
Self-Supervised Object-in-Gripper Segmentation from Robotic Motions CORL 2020
Unsupervised Relation Extraction from Language Models using Constrained Cloze Completion EMNLP 2020
PTUM: Pre-training User Model from Unlabeled User Behaviors via Self-supervision EMNLP 2020
MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale EMNLP 2020
COVID-19 Surveillance through Twitter using Self-Supervised and Few Shot Learning EMNLP 2020
Self-Supervised Meta-Learning for Few-Shot Natural Language Classification Tasks EMNLP 2020
Combining Self-Training and Self-Supervised Learning for Unsupervised Disfluency Detection EMNLP 2020
Learning to Contrast the Counterfactual Samples for Robust Visual Question Answering EMNLP 2020
Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models EMNLP 2020
Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning EMNLP 2020
Finding Friends and Flipping Frenemies: Automatic Paraphrase Dataset Augmentation Using Graph Theory EMNLP 2020
Neural Non-Rigid Tracking NIPS 2020
Self-supervised context-aware COVID-19 document exploration through atlas grounding ACL 2020
Contrastive Self-Supervised Learning for Commonsense Reasoning ACL 2020
Beyond User Self-Reported Likert Scale Ratings: A Comparison Model for Automatic Dialog Evaluation ACL 2020
Self-Supervised 3D Keypoint Learning for Ego-Motion Estimation CORL 2020
D3VO: Deep Depth, Deep Pose and Deep Uncertainty for Monocular Visual Odometry CVPR 2020