Contrastive Learning

Lightweight Contrastive Distilled Hashing for Online Cross-modal Retrieval AAAI 2025 Light-Weight Hallucination Detection using Contrastive Learning for Conditional Text Generation ACL 2025 Limitations in Employing Natural Language Supervision for Sensor-Based Human Activity Recognition - And Ways to Overcome Them AAAI 2025 Limited Generalizability in Argument Mining: State-Of-The-Art Models Learn Datasets, Not Arguments ACL 2025 LiMoE: Mixture of LiDAR Representation Learners from Automotive Scenes CVPR 2025 Link-based Contrastive Learning for One-Shot Unsupervised Domain Adaptation CVPR 2025 LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning EMNLP 2025 LLMEmb: Large Language Model Can Be a Good Embedding Generator for Sequential Recommendation AAAI 2025 LLM-Empowered Class Imbalanced Graph Prompt Learning for Online Drug Trafficking Detection ACL 2025 LogiCoL: Logically-Informed Contrastive Learning for Set-based Dense Retrieval EMNLP 2025 LogiGraph: Logical Reasoning with Contrastive Learning and Lightweight Graph Networks COLING 2025 LOHA: Direct Graph Spectral Contrastive Learning Between Low-Pass and High-Pass Views AAAI 2025 Long-Tailed Classification with Multi-Granularity Semantics ICCV 2025 Long-Tailed Out-of-Distribution Detection: Prioritizing Attention to Tail AAAI 2025 LoRACLR: Contrastive Adaptation for Customization of Diffusion Models CVPR 2025 M²RL-Net: Multi-View and Multi-Level Relation Learning Network for Weakly-Supervised Image Forgery Detection AAAI 2025 M3ANet: Multi-scale and Multi-Modal Alignment Network for Brain-Assisted Target Speaker Extraction IJCAI 2025 MADGEN: Mass-Spec attends to De Novo Molecular generation ICLR 2025 Make Domain Shift a Catastrophic Forgetting Alleviator in Class-Incremental Learning AAAI 2025 Making LVLMs Look Twice: Contrastive Decoding with Contrast Images ACL 2025 Manta: Enhancing Mamba for Few-Shot Action Recognition of Long Sub-Sequence AAAI 2025 Manual-PA: Learning 3D Part Assembly from Instruction Diagrams ICCV 2025 MAPS: Motivation-Aware Personalized Search via LLM-Driven Consultation Alignment ACL 2025 MaRI: Material Retrieval Integration across Domains CVPR 2025 MaskCD: Mitigating LVLM Hallucinations by Image Head Masked Contrastive Decoding EMNLP 2025