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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

VQTTS: High-Fidelity Text-to-Speech Synthesis with Self-Supervised VQ Acoustic Feature INTERSPEECH 2022
Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision COLING 2022
Domain Adaptation for Question Answering via Question Classification COLING 2022
Reinforcement Learning with Action-Free Pre-Training from Videos ICML 2022
Graph Neural Architecture Search Under Distribution Shifts ICML 2022
Disentangling Task Relations for Few-shot Text Classification via Self-Supervised Hierarchical Task Clustering EMNLP 2022
Self-Supervised Category-Level 6D Object Pose Estimation with Deep Implicit Shape Representation AAAI 2022
Self-Supervised Representation Learning Framework for Remote Physiological Measurement Using Spatiotemporal Augmentation Loss AAAI 2022
Self-Supervised Learning of Visual Graph Matching ECCV 2022
Exploring the influence of fine-tuning data on wav2vec 2.0 model for blind speech quality prediction INTERSPEECH 2022
LEAD: Self-Supervised Landmark Estimation by Aligning Distributions of Feature Similarity WACV 2022
SSCAP: Self-Supervised Co-Occurrence Action Parsing for Unsupervised Temporal Action Segmentation WACV 2022
Self-Supervised Shape Alignment for Sports Field Registration WACV 2022
How and What To Learn: Taxonomizing Self-Supervised Learning for 3D Action Recognition WACV 2022
Contrastive Graph Transformer Network for Personality Detection IJCAI 2022
CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning IJCAI 2022
Interpretabilty of Speech Emotion Recognition modelled using Self-Supervised Speech and Text Pre-Trained Embeddings INTERSPEECH 2022
Pseudo Label Is Better Than Human Label INTERSPEECH 2022
Speaker- and Phone-aware Convolutional Transformer Network for Acoustic Echo Cancellation INTERSPEECH 2022
Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer? EMNLP 2022
Lexi: Self-Supervised Learning of the UI Language EMNLP 2022
Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning INTERSPEECH 2022
UTMOS: UTokyo-SaruLab System for VoiceMOS Challenge 2022 INTERSPEECH 2022
Training speaker recognition systems with limited data INTERSPEECH 2022
Self-supervised Context-aware Style Representation for Expressive Speech Synthesis INTERSPEECH 2022