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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination CVPR 2021
Memory-Guided Unsupervised Image-to-Image Translation CVPR 2021
Semi-Supervised Semantic Segmentation With Directional Context-Aware Consistency CVPR 2021
Towards Open World Object Detection CVPR 2021
Aligning Cross-lingual Sentence Representations with Dual Momentum Contrast EMNLP 2021
UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning IJCNLP 2021
CLIFF: Contrastive Learning for Improving Faithfulness and Factuality in Abstractive Summarization EMNLP 2021
Graph Contrastive Learning Automated ICML 2021
Quasi-Dense Similarity Learning for Multiple Object Tracking CVPR 2021
Mining Better Samples for Contrastive Learning of Temporal Correspondence CVPR 2021
Audio-Visual Instance Discrimination with Cross-Modal Agreement CVPR 2021
Unsupervised Pre-Training for Person Re-Identification CVPR 2021
Separating Skills and Concepts for Novel Visual Question Answering CVPR 2021
DivCo: Diverse Conditional Image Synthesis via Contrastive Generative Adversarial Network CVPR 2021
Shot Contrastive Self-Supervised Learning for Scene Boundary Detection CVPR 2021
Self-Damaging Contrastive Learning ICML 2021
Contrastive Representation Learning for Exemplar-Guided Paraphrase Generation EMNLP 2021
Can contrastive learning avoid shortcut solutions? NIPS 2021
Region-Aware Contrastive Learning for Semantic Segmentation ICCV 2021
Masked Contrastive Learning for Anomaly Detection IJCAI 2021
CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding ACL 2021
Neighborhood Contrastive Learning Applied to Online Patient Monitoring ICML 2021
Learning by Aligning Videos in Time CVPR 2021
Learning To Filter: Siamese Relation Network for Robust Tracking CVPR 2021
Distilling Audio-Visual Knowledge by Compositional Contrastive Learning CVPR 2021