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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Contrastive Model Invertion for Data-Free Knolwedge Distillation IJCAI 2021
Pattern-enhanced Contrastive Policy Learning Network for Sequential Recommendation IJCAI 2021
RetCL: A Selection-based Approach for Retrosynthesis via Contrastive Learning IJCAI 2021
Spatiotemporal Contrastive Video Representation Learning CVPR 2021
CLCC: Contrastive Learning for Color Constancy CVPR 2021
Progressive Unsupervised Learning for Visual Object Tracking CVPR 2021
Domain Generalisation with Domain Augmented Supervised Contrastive Learning (Student Abstract) AAAI 2021
LRC-BERT: Latent-representation Contrastive Knowledge Distillation for Natural Language Understanding AAAI 2021
Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data NIPS 2021
CLDA: Contrastive Learning for Semi-Supervised Domain Adaptation NIPS 2021
Vectorization and Rasterization: Self-Supervised Learning for Sketch and Handwriting CVPR 2021
Denoise and Contrast for Category Agnostic Shape Completion CVPR 2021
CoCoNets: Continuous Contrastive 3D Scene Representations CVPR 2021
3D Human Action Representation Learning via Cross-View Consistency Pursuit CVPR 2021
Learning to Track Instances without Video Annotations CVPR 2021
Multimodal Contrastive Training for Visual Representation Learning CVPR 2021
Exploring Simple Siamese Representation Learning CVPR 2021
Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning CVPR 2021
Contrastive Learning Based Hybrid Networks for Long-Tailed Image Classification CVPR 2021
VideoMoCo: Contrastive Video Representation Learning With Temporally Adversarial Examples CVPR 2021
SSAN: Separable Self-Attention Network for Video Representation Learning CVPR 2021
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation NIPS 2021
InfoGCL: Information-Aware Graph Contrastive Learning NIPS 2021
Learning to Rank Question Answer Pairs with Bilateral Contrastive Data Augmentation EMNLP 2021
MiSS@WMT21: Contrastive Learning-reinforced Domain Adaptation in Neural Machine Translation EMNLP 2021