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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

ReSkin: versatile, replaceable, lasting tactile skins CORL 2021
Visually-Grounded Library of Behaviors for Manipulating Diverse Objects across Diverse Configurations and Views CORL 2021
Fully Self-Supervised Class Awareness in Dense Object Descriptors CORL 2021
ViewNet: Unsupervised Viewpoint Estimation From Conditional Generation ICCV 2021
Enhancing Consistent Ground Maneuverability by Robot Adaptation to Complex Off-Road Terrains CORL 2021
Unsupervised constrained community detection via self-expressive graph neural network UAI 2021
Adaptive Residue-wise Profile Fusion for Low Homologous Protein Secondary Structure Prediction Using External Knowledge IJCAI 2021
GIFT: Generalizable Interaction-aware Functional Tool Affordances without Labels RSS 2021
Can Scale-Consistent Monocular Depth Be Learned in a Self-Supervised Scale-Invariant Manner? ICCV 2021
Multi-Level Graph Encoding with Structural-Collaborative Relation Learning for Skeleton-Based Person Re-Identification IJCAI 2021
YoungSheldon at SemEval-2021 Task 5: Fine-tuning Pre-trained Language Models for Toxic Spans Detection using Token classification Objective SEMEVAL 2021
DOCENT: Learning Self-Supervised Entity Representations from Large Document Collections EACL 2021
Changing the Mind of Transformers for Topically-Controllable Language Generation EACL 2021
Self-Supervised Adversarial Distribution Regularization for Medication Recommendation IJCAI 2021
Learning Hierarchical Graph Neural Networks for Image Clustering ICCV 2021
Keep Learning: Self-supervised Meta-learning for Learning from Inference EACL 2021
Data Augmentation for Voice-Assistant NLU using BERT-based Interchangeable Rephrase EACL 2021
N-gram and Neural Models for Uralic Language Identification: NRC at VarDial 2021 EACL 2021
Self-Supervised and Controlled Multi-Document Opinion Summarization EACL 2021
Civil Rephrases Of Toxic Texts With Self-Supervised Transformers EACL 2021
Geography-Aware Self-Supervised Learning ICCV 2021
Learning Target Candidate Association To Keep Track of What Not To Track ICCV 2021
Contrast and Order Representations for Video Self-Supervised Learning ICCV 2021
Integrating Higher-Level Semantics into Robust Biomedical Name Representations EACL 2021
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations IJCNLP 2021