contrastive representation learning

L2Dir: Integrating L_2-Norm and Directional Alignment for Unsupervised Contrastive Representation Learning in Multimodal Retrieval ACL 2026 CureGraph: Contrastive Multi-Modal Graph Representation Learning for Urban Living Circle Health Profiling and Prediction (Abstract Reprint) IJCAI 2025 Generalization Analysis for Deep Contrastive Representation Learning AAAI 2025 Improving Large Language Model Safety with Contrastive Representation Learning EMNLP 2025 Motion-aware Contrastive Learning for Temporal Panoptic Scene Graph Generation AAAI 2025 PLReMix: Combating Noisy Labels with Pseudo-Label Relaxed Contrastive Representation Learning WACV 2025 Efficient Information Extraction in Few-Shot Relation Classification through Contrastive Representation Learning NAACL 2024 ReConPatch: Contrastive Patch Representation Learning for Industrial Anomaly Detection WACV 2024 Decoupling Pseudo Label Disambiguation and Representation Learning for Generalized Intent Discovery ACL 2023 Less Is More: Volatility Forecasting with Contrastive Representation Learning (Student Abstract) AAAI 2023 Unsupervised Contrastive Representation Learning for 3D Mesh Segmentation (Student Abstract) AAAI 2023 Contrastive Learning as Goal-Conditioned Reinforcement Learning NeurIPS 2022 Contrastive Representation Learning for Cross-Document Coreference Resolution of Events and Entities NAACL 2022 Exploring Denoised Cross-Video Contrast for Weakly-Supervised Temporal Action Localization CVPR 2022 Fair Contrastive Learning for Facial Attribute Classification CVPR 2022 Generalized Category Discovery CVPR 2022 Investigating the Role of Negatives in Contrastive Representation Learning AISTATS 2022 Making Linear MDPs Practical via Contrastive Representation Learning ICML 2022 On the Surrogate Gap between Contrastive and Supervised Losses ICML 2022 OpenSRH: optimizing brain tumor surgery using intraoperative stimulated Raman histology NeurIPS 2022 PALMER: Perception - Action Loop with Memory for Long-Horizon Planning NeurIPS 2022 Structural Contrastive Representation Learning for Zero-shot Multi-label Text Classification EMNLP 2022 Decomposed Mutual Information Estimation for Contrastive Representation Learning ICML 2021 Nuc2Vec: Learning Representations of Nuclei in Histopathology Images with Contrastive Loss MIDL 2021 Return-Based Contrastive Representation Learning for Reinforcement Learning ICLR 2021