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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

Investigating Self-Supervised Pre-Training for End-to-End Speech Translation INTERSPEECH 2020
Improving Speech Recognition Using GAN-Based Speech Synthesis and Contrastive Unspoken Text Selection INTERSPEECH 2020
Hard Negative Mixing for Contrastive Learning NIPS 2020
Joint Contrastive Learning with Infinite Possibilities NIPS 2020
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID NIPS 2020
Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation NIPS 2020
CURL: Contrastive Unsupervised Representations for Reinforcement Learning ICML 2020
InfoGAN-CR and ModelCentrality: Self-supervised Model Training and Selection for Disentangling GANs ICML 2020
Hallucinative Topological Memory for Zero-Shot Visual Planning ICML 2020
Revisiting Training Strategies and Generalization Performance in Deep Metric Learning ICML 2020
Disentangled and Controllable Face Image Generation via 3D Imitative-Contrastive Learning CVPR 2020
A Risk Communication Event Detection Model via Contrastive Learning COLING 2020
Structure Aware Negative Sampling in Knowledge Graphs EMNLP 2020
Learning Predictive Representations for Deformable Objects Using Contrastive Estimation CORL 2020
A Metric Learning Approach to Misogyny Categorization ACL 2020
Contrastive Zero-Shot Learning for Cross-Domain Slot Filling with Adversarial Attack COLING 2020
Unsupervised Reference-Free Summary Quality Evaluation via Contrastive Learning EMNLP 2020
SynSig2Vec: Learning Representations from Synthetic Dynamic Signatures for Real-World Verification AAAI 2020
Duluth at SemEval-2020 Task 7: Using Surprise as a Key to Unlock Humorous Headlines COLING 2020
Learning with Contrastive Examples for Data-to-Text Generation COLING 2020
Negative Sampling in Semi-Supervised learning ICML 2020
A Simple Framework for Contrastive Learning of Visual Representations ICML 2020
Representation Learning via Adversarially-Contrastive Optimal Transport ICML 2020
Contrastive Multi-View Representation Learning on Graphs ICML 2020
Momentum Contrast for Unsupervised Visual Representation Learning CVPR 2020