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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Deep Multi-view Subspace Clustering with Anchor Graph IJCAI 2023
RaSa: Relation and Sensitivity Aware Representation Learning for Text-based Person Search IJCAI 2023
Basket Representation Learning by Hypergraph Convolution on Repeated Items for Next-basket Recommendation IJCAI 2023
Open-world Semi-supervised Novel Class Discovery IJCAI 2023
Multi-view Contrastive Learning Hypergraph Neural Network for Drug-Microbe-Disease Association Prediction IJCAI 2023
Contrastive Learning for Sign Language Recognition and Translation IJCAI 2023
Multi-Modality Deep Network for JPEG Artifacts Reduction IJCAI 2023
A Diffusion Model with Contrastive Learning for ICU False Arrhythmia Alarm Reduction IJCAI 2023
VecoCare: Visit Sequences-Clinical Notes Joint Learning for Diagnosis Prediction in Healthcare Data IJCAI 2023
The Past Mistake is the Future Wisdom: Error-driven Contrastive Probability Optimization for Chinese Spell Checking ACL 2022
CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning IJCAI 2022
Frame-Wise Action Representations for Long Videos via Sequence Contrastive Learning CVPR 2022
You Only Cut Once: Boosting Data Augmentation with a Single Cut ICML 2022
Contrastive Mixture of Posteriors for Counterfactual Inference, Data Integration and Fairness ICML 2022
Gaussian Mixture Variational Autoencoder with Contrastive Learning for Multi-Label Classification ICML 2022
CoNT: Contrastive Neural Text Generation NIPS 2022
Revisiting Graph Contrastive Learning from the Perspective of Graph Spectrum NIPS 2022
Uncovering the Structural Fairness in Graph Contrastive Learning NIPS 2022
Robust Cross-Modal Representation Learning With Progressive Self-Distillation CVPR 2022
UTC: A Unified Transformer With Inter-Task Contrastive Learning for Visual Dialog CVPR 2022
Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance With Expanded Views CVPR 2022
Contrastive Language-Image Pre-Training with Knowledge Graphs NIPS 2022
Video-Text Representation Learning via Differentiable Weak Temporal Alignment CVPR 2022
Pairwise Supervision Can Provably Elicit a Decision Boundary AISTATS 2022
Rethinking Minimal Sufficient Representation in Contrastive Learning CVPR 2022