Contrastive Learning

MiniConGTS: A Near Ultimate Minimalist Contrastive Grid Tagging Scheme for Aspect Sentiment Triplet Extraction EMNLP 2024 Mining Gaze for Contrastive Learning toward Computer-Assisted Diagnosis AAAI 2024 MISTI: Metadata-Informed Scientific Text and Image Representation through Contrastive Learning ACL 2024 Mitigating Boundary Ambiguity and Inherent Bias for Text Classification in the Era of Large Language Models ACL 2024 Mitigating Idiom Inconsistency: A Multi-Semantic Contrastive Learning Method for Chinese Idiom Reading Comprehension AAAI 2024 Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding CVPR 2024 MLIP: Enhancing Medical Visual Representation with Divergence Encoder and Knowledge-guided Contrastive Learning CVPR 2024 MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training CVPR 2024 MoCoKGC: Momentum Contrast Entity Encoding for Knowledge Graph Completion EMNLP 2024 MoDE: CLIP Data Experts via Clustering CVPR 2024 Moleco: Molecular Contrastive Learning with Chemical Language Models for Molecular Property Prediction EMNLP 2024 Motif-Aware Riemannian Graph Neural Network with Generative-Contrastive Learning AAAI 2024 MPCoder: Multi-user Personalized Code Generator with Explicit and Implicit Style Representation Learning ACL 2024 Multi-Label Supervised Contrastive Learning AAAI 2024 Multilingual Contrastive Decoding via Language-Agnostic Layers Skipping EMNLP 2024 Multi-Scale Video Anomaly Detection by Multi-Grained Spatio-Temporal Representation Learning CVPR 2024 Multi-view Masked Contrastive Representation Learning for Endoscopic Video Analysis NeurIPS 2024 Navigating the OverKill in Large Language Models ACL 2024 Nearest Neighbor Normalization Improves Multimodal Retrieval EMNLP 2024 NoiseCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions in Diffusion Models CVPR 2024 No More Shortcuts: Realizing the Potential of Temporal Self-Supervision AAAI 2024 Novel Class Discovery in Chest X-rays via Paired Images and Text AAAI 2024 Object Aware Contrastive Prior for Interactive Image Segmentation WACV 2024 ODCR: Orthogonal Decoupling Contrastive Regularization for Unpaired Image Dehazing CVPR 2024 OmniSeg3D: Omniversal 3D Segmentation via Hierarchical Contrastive Learning CVPR 2024