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Contrastive Learning

1,494 papers

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Papers

Learning from Label Proportions with Prototypical Contrastive Clustering AAAI 2022
Un-mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning AAAI 2022
Boost Supervised Pretraining for Visual Transfer Learning: Implications of Self-Supervised Contrastive Representation Learning AAAI 2022
Dual Contrastive Learning for General Face Forgery Detection AAAI 2022
Separated Contrastive Learning for Organ-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation AAAI 2022
Contrastive Quantization with Code Memory for Unsupervised Image Retrieval AAAI 2022
CQA-Face: Contrastive Quality-Aware Attentions for Face Recognition AAAI 2022
Can Semantic Labels Assist Self-Supervised Visual Representation Learning? AAAI 2022
Neighborhood Consensus Contrastive Learning for Backward-Compatible Representation AAAI 2022
Multi-Centroid Representation Network for Domain Adaptive Person Re-ID AAAI 2022
Efficient Non-local Contrastive Attention for Image Super-resolution AAAI 2022
Hierarchical Image Generation via Transformer-Based Sequential Patch Selection AAAI 2022
Boosting Contrastive Learning with Relation Knowledge Distillation AAAI 2022
Weakly Supervised Video Moment Localization with Contrastive Negative Sample Mining AAAI 2022
Molecular Contrastive Learning with Chemical Element Knowledge Graph AAAI 2022
CoCoS: Enhancing Semi-supervised Learning on Graphs with Unlabeled Data via Contrastive Context Sharing AAAI 2022
Intra-Inter Subject Self-Supervised Learning for Multivariate Cardiac Signals AAAI 2022
GeomGCL: Geometric Graph Contrastive Learning for Molecular Property Prediction AAAI 2022
Mutual Nearest Neighbor Contrast and Hybrid Prototype Self-Training for Universal Domain Adaptation AAAI 2022
Evidential Neighborhood Contrastive Learning for Universal Domain Adaptation AAAI 2022
Multimodal Adversarially Learned Inference with Factorized Discriminators AAAI 2022
Simple Unsupervised Graph Representation Learning AAAI 2022
Max-Margin Contrastive Learning AAAI 2022
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators AAAI 2022
SAIL: Self-Augmented Graph Contrastive Learning AAAI 2022