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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Grammatical Error Correction with Contrastive Learning in Low Error Density Domains EMNLP 2021
Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation EMNLP 2021
KFCNet: Knowledge Filtering and Contrastive Learning for Generative Commonsense Reasoning EMNLP 2021
Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization EMNLP 2021
SimCSE: Simple Contrastive Learning of Sentence Embeddings EMNLP 2021
Exploring Task Difficulty for Few-Shot Relation Extraction EMNLP 2021
Parametric Contrastive Learning ICCV 2021
Scene Graph Embeddings Using Relative Similarity Supervision AAAI 2021
Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation ICCV 2021
Pose Invariant Topological Memory for Visual Navigation ICCV 2021
Distilling Holistic Knowledge With Graph Neural Networks ICCV 2021
Binocular Mutual Learning for Improving Few-Shot Classification ICCV 2021
Self-Supervised Visual Representations Learning by Contrastive Mask Prediction ICCV 2021
Learning To Cut by Watching Movies ICCV 2021
Self-Supervised Video Representation Learning With Meta-Contrastive Network ICCV 2021
Towards Discriminative Representation Learning for Unsupervised Person Re-Identification ICCV 2021
Unsupervised Point Cloud Object Co-Segmentation by Co-Contrastive Learning and Mutual Attention Sampling ICCV 2021
ASCNet: Self-Supervised Video Representation Learning With Appearance-Speed Consistency ICCV 2021
Contrastive Multimodal Fusion With TupleInfoNCE ICCV 2021
CoMatch: Semi-Supervised Learning With Contrastive Graph Regularization ICCV 2021
Solving Inefficiency of Self-Supervised Representation Learning ICCV 2021
HiT: Hierarchical Transformer With Momentum Contrast for Video-Text Retrieval ICCV 2021
Deep Metric Learning for Open World Semantic Segmentation ICCV 2021
A Simple Baseline for Weakly-Supervised Scene Graph Generation ICCV 2021
Clustering by Maximizing Mutual Information Across Views ICCV 2021