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self-supervised learning

3777 papers

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Also known as

SSL SELF-SL

Co-occurring keywords

representation learning (6206) contrastive learning (4032) transfer learning (5449) unsupervised learning (3264) graph neural network (3962) domain adaptation (4595) multimodal learning (4645) semantic segmentation (3186) depth estimation (1542) knowledge distillation (3725)

Papers

Sparse Object-Level Supervision for Instance Segmentation With Pixel Embeddings CVPR 2022
Language Model Pre-Training with Sparse Latent Typing EMNLP 2022
Visually Guided Sound Source Separation and Localization Using Self-Supervised Motion Representations WACV 2022
Boosting Contrastive Self-Supervised Learning With False Negative Cancellation WACV 2022
Leveraging Test-Time Consensus Prediction for Robustness Against Unseen Noise WACV 2022
Self-Supervised Knowledge Transfer via Loosely Supervised Auxiliary Tasks WACV 2022
Typenet: Towards Camera Enabled Touch Typing on Flat Surfaces Through Self-Refinement WACV 2022
Equine Pain Behavior Classification via Self-Supervised Disentangled Pose Representation WACV 2022
Self-Supervised Video Representation Learning With Cross-Stream Prototypical Contrasting WACV 2022
Time Is MattEr: Temporal Self-supervision for Video Transformers ICML 2022
PlaceNet: Neural Spatial Representation Learning with Multimodal Attention IJCAI 2022
Proximity Enhanced Graph Neural Networks with Channel Contrast IJCAI 2022
Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering ICML 2022
Self-Supervised Learning with Attention-based Latent Signal Augmentation for Sleep Staging with Limited Labeled Data IJCAI 2022
Domain Confused Contrastive Learning for Unsupervised Domain Adaptation NAACL 2022
Representation Learning for Conversational Data using Discourse Mutual Information Maximization NAACL 2022
Textless Speech-to-Speech Translation on Real Data NAACL 2022
Learning Dialogue Representations from Consecutive Utterances NAACL 2022
CERES: Pretraining of Graph-Conditioned Transformer for Semi-Structured Session Data NAACL 2022
TSPipe: Learn from Teacher Faster with Pipelines ICML 2022
Investigating Self-supervised Pretraining Frameworks for Pathological Speech Recognition INTERSPEECH 2022
Learning Domain Adaptive Object Detection with Probabilistic Teacher ICML 2022
Lexicon-Enhanced Self-Supervised Training for Multilingual Dense Retrieval EMNLP 2022
Knowledge-Rich Self-Supervision for Biomedical Entity Linking EMNLP 2022
Textual Enhanced Contrastive Learning for Solving Math Word Problems EMNLP 2022