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contrastive learning

3979 papers

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Also known as

CL

Co-occurring keywords

representation learning (6174) self-supervised learning (3751) multimodal learning (4622) unsupervised learning (3255) graph neural network (3945) vision-language model (2235) zero-shot learning (3637) domain adaptation (4578) large language model (12755) transfer learning (5442)

Papers

On Contrastive Learning for Likelihood-free Inference ICML 2020
Self-supervised Co-Training for Video Representation Learning NIPS 2020
Learning Representations from Audio-Visual Spatial Alignment NIPS 2020
Unsupervised Learning of Dense Visual Representations NIPS 2020
Asymmetric Distribution Measure for Few-shot Learning IJCAI 2020
Text Classification by Contrastive Learning and Cross-lingual Data Augmentation for Alzheimer’s Disease Detection COLING 2020
Unsupervised Training of Siamese Networks for Speaker Verification INTERSPEECH 2020
Bootstrap Your Own Latent - A New Approach to Self-Supervised Learning NIPS 2020
Self-Supervised Visual Representation Learning from Hierarchical Grouping NIPS 2020
Unsupervised Representation Learning by Invariance Propagation NIPS 2020
Space-Time Correspondence as a Contrastive Random Walk NIPS 2020
Tactile Object Pose Estimation from the First Touch with Geometric Contact Rendering CORL 2020
Contrastive Variational Reinforcement Learning for Complex Observations CORL 2020
Duluth at SemEval-2020 Task 7: Using Surprise as a Key to Unlock Humorous Headlines SEMEVAL 2020
Unsupervised Anomaly Detection in Parole Hearings using Language Models EMNLP 2020
Gait Recognition via Semi-supervised Disentangled Representation Learning to Identity and Covariate Features CVPR 2020
Cross-Batch Memory for Embedding Learning CVPR 2020
Contrastive Self-Supervised Learning for Commonsense Reasoning ACL 2020
TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue EMNLP 2020
Contrastive Distillation on Intermediate Representations for Language Model Compression EMNLP 2020
Distilling Structured Knowledge for Text-Based Relational Reasoning EMNLP 2020
Parametric Instance Classification for Unsupervised Visual Feature learning NIPS 2020
Group-wise Contrastive Learning for Neural Dialogue Generation EMNLP 2020
Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models ACL 2020
Self-Supervised Contrastive Learning for Unsupervised Phoneme Segmentation INTERSPEECH 2020