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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

Contact-Distil: Boosting Low Homologous Protein Contact Map Prediction by Self-Supervised Distillation AAAI 2022
Dual Temperature Helps Contrastive Learning Without Many Negative Samples: Towards Understanding and Simplifying MoCo CVPR 2022
SVTS: Scalable Video-to-Speech Synthesis INTERSPEECH 2022
Let Invariant Rationale Discovery Inspire Graph Contrastive Learning ICML 2022
Toward Low-Cost End-to-End Spoken Language Understanding INTERSPEECH 2022
Deep versus Wide: An Analysis of Student Architectures for Task-Agnostic Knowledge Distillation of Self-Supervised Speech Models INTERSPEECH 2022
LingJing at SemEval-2022 Task 1: Multi-task Self-supervised Pre-training for Multilingual Reverse Dictionary NAACL 2022
Exploiting Social Media Content for Self-Supervised Style Transfer NAACL 2022
Probing speech emotion recognition transformers for linguistic knowledge INTERSPEECH 2022
Explicit Use of Topicality in Dialogue Response Generation NAACL 2022
Federated Self-supervised Speech Representations: Are We There Yet? INTERSPEECH 2022
EDITnet: A Lightweight Network for Unsupervised Domain Adaptation in Speaker Verification INTERSPEECH 2022
Word Discovery in Visually Grounded, Self-Supervised Speech Models INTERSPEECH 2022
Adversarial Masking for Self-Supervised Learning ICML 2022
Exploring the Equivalence of Siamese Self-Supervised Learning via a Unified Gradient Framework CVPR 2022
MAESTRO: Matched Speech Text Representations through Modality Matching INTERSPEECH 2022
Acoustic Modeling for End-to-End Empathetic Dialogue Speech Synthesis Using Linguistic and Prosodic Contexts of Dialogue History INTERSPEECH 2022
Extreme Zero-Shot Learning for Extreme Text Classification NAACL 2022
Supervision-Guided Codebooks for Masked Prediction in Speech Pre-training INTERSPEECH 2022
solo-learn: A Library of Self-supervised Methods for Visual Representation Learning JMLR 2022
Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition INTERSPEECH 2022
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings NAACL 2022
Improving In-Context Few-Shot Learning via Self-Supervised Training NAACL 2022
Self-supervised Learning and Adaptation for Single Image Dehazing IJCAI 2022
Mining Multi-View Information: A Strong Self-Supervised Framework for Depth-Based 3D Hand Pose and Mesh Estimation CVPR 2022