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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

A Computational Acquisition Model for Multimodal Word Categorization NAACL 2022
Multimodal Dialogue State Tracking NAACL 2022
Do Trajectories Encode Verb Meaning? NAACL 2022
On the Use of External Data for Spoken Named Entity Recognition NAACL 2022
Detecting Heart Failure Through Voice Analysis using Self-Supervised Mode-Based Memory Fusion INTERSPEECH 2022
FineD-Eval: Fine-grained Automatic Dialogue-Level Evaluation EMNLP 2022
TeleMelody: Lyric-to-Melody Generation with a Template-Based Two-Stage Method EMNLP 2022
Deep Self-Supervised Learning of Speech Denoising from Noisy Speeches INTERSPEECH 2022
Self-Supervised Models of Audio Effectively Explain Human Cortical Responses to Speech ICML 2022
Learning to Focus on the Foreground for Temporal Sentence Grounding COLING 2022
Automatic Pronunciation Assessment using Self-Supervised Speech Representation Learning INTERSPEECH 2022
MAE-AST: Masked Autoencoding Audio Spectrogram Transformer INTERSPEECH 2022
MaskSplit: Self-Supervised Meta-Learning for Few-Shot Semantic Segmentation WACV 2022
Translation between Molecules and Natural Language EMNLP 2022
A Closer Look at Few-Shot Out-of-Distribution Intent Detection COLING 2022
Optimal Positive Generation via Latent Transformation for Contrastive Learning NIPS 2022
Masked Prediction: A Parameter Identifiability View NIPS 2022
Self-Supervised Fair Representation Learning without Demographics NIPS 2022
Grow and Merge: A Unified Framework for Continuous Categories Discovery NIPS 2022
Masked Autoencoders that Listen NIPS 2022
Toward a realistic model of speech processing in the brain with self-supervised learning NIPS 2022
Modal-specific Pseudo Query Generation for Video Corpus Moment Retrieval EMNLP 2022
MCP: Self-supervised Pre-training for Personalized Chatbots with Multi-level Contrastive Sampling EMNLP 2022
Language as a fingerprint: Self-supervised learning of user encodings using transformers EMNLP 2022
Self-supervised Rewiring of Pre-trained Speech Encoders:Towards Faster Fine-tuning with Less Labels in Speech Processing EMNLP 2022