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self-supervised learning

3751 papers

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Also known as

ESSL DINO SSRL SSL OR NULL CSSL SSF SSID SS SSL MSSL GSSL SELF-SL SSLR SSCL CSL

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

Mining Better Samples for Contrastive Learning of Temporal Correspondence CVPR 2021
Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders EMNLP 2021
Guilt by Association: Emotion Intensities in Lexical Representations EMNLP 2021
Improving Text Auto-Completion with Next Phrase Prediction EMNLP 2021
Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting EMNLP 2021
STraTA: Self-Training with Task Augmentation for Better Few-shot Learning EMNLP 2021
Joint Multimedia Event Extraction from Video and Article EMNLP 2021
Think Before You Speak: Learning to Generate Implicit Knowledge for Response Generation by Self-Talk EMNLP 2021
Self-Supervised Visual Representations Learning by Contrastive Mask Prediction ICCV 2021
Self-Supervised Video Representation Learning With Meta-Contrastive Network ICCV 2021
ACAV100M: Automatic Curation of Large-Scale Datasets for Audio-Visual Video Representation Learning ICCV 2021
Contrastive Learning of Global and Local Video Representations NIPS 2021
Curious Representation Learning for Embodied Intelligence ICCV 2021
Disentangled Contrastive Learning on Graphs NIPS 2021
UniDoc: Unified Pretraining Framework for Document Understanding NIPS 2021
Revitalizing CNN Attention via Transformers in Self-Supervised Visual Representation Learning NIPS 2021
Provable Guarantees for Self-Supervised Deep Learning with Spectral Contrastive Loss NIPS 2021
Capturing implicit hierarchical structure in 3D biomedical images with self-supervised hyperbolic representations NIPS 2021
MarioNette: Self-Supervised Sprite Learning NIPS 2021
NTopo: Mesh-free Topology Optimization using Implicit Neural Representations NIPS 2021
Object-aware Contrastive Learning for Debiased Scene Representation NIPS 2021
Self-Supervised Multi-Object Tracking with Cross-input Consistency NIPS 2021
Adversarially Robust 3D Point Cloud Recognition Using Self-Supervisions NIPS 2021
DualNet: Continual Learning, Fast and Slow NIPS 2021
Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations NIPS 2021