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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

ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer IJCNLP 2021
Towards Visual Question Answering on Pathology Images IJCNLP 2021
Non-Autoregressive Predictive Coding for Learning Speech Representations from Local Dependencies INTERSPEECH 2021
Enhancing Semantic Understanding with Self-Supervised Methods for Abstractive Dialogue Summarization INTERSPEECH 2021
Bootstrapped Unsupervised Sentence Representation Learning IJCNLP 2021
RepSum: Unsupervised Dialogue Summarization based on Replacement Strategy IJCNLP 2021
Structural Pre-training for Dialogue Comprehension IJCNLP 2021
Pre-training Universal Language Representation IJCNLP 2021
Learn to Resolve Conversational Dependency: A Consistency Training Framework for Conversational Question Answering IJCNLP 2021
Deep Context- and Relation-Aware Learning for Aspect-based Sentiment Analysis IJCNLP 2021
Scalable Approach for Normalizing E-commerce Text Attributes (SANTA) IJCNLP 2021
Contrastive learning of strong-mixing continuous-time stochastic processes AISTATS 2021
CLAR: Contrastive Learning of Auditory Representations AISTATS 2021
DIG: A Turnkey Library for Diving into Graph Deep Learning Research JMLR 2021
Self Supervision for Attention Networks WACV 2021
Reinforcement Learning for Sparse-Reward Object-Interaction Tasks in a First-person Simulated 3D Environment IJCAI 2021
Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning IJCAI 2021
Interpreting Text Classifiers by Learning Context-sensitive Influence of Words NAACL 2021
Explore wav2vec 2.0 for Mispronunciation Detection INTERSPEECH 2021
Residual Energy-Based Models for End-to-End Speech Recognition INTERSPEECH 2021
Conditional Independence for Pretext Task Selection in Self-Supervised Speech Representation Learning INTERSPEECH 2021
Using Large Self-Supervised Models for Low-Resource Speech Recognition INTERSPEECH 2021
Boosting Monocular Depth With Panoptic Segmentation Maps WACV 2021
CoMoDA: Continuous Monocular Depth Adaptation Using Past Experiences WACV 2021
LT-GAN: Self-Supervised GAN With Latent Transformation Detection WACV 2021