Contrastive Learning

Graph-guided Cross-composition Feature Disentanglement for Compositional Zero-shot Learning ACL 2025 Graph Segmentation and Contrastive Enhanced Explainer for Graph Neural Networks AAAI 2025 Graph Structure Refinement with Energy-based Contrastive Learning AAAI 2025 HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning NAACL 2025 Hierarchical Consensus Network for Multiview Feature Learning AAAI 2025 Hierarchical Level-Wise News Article Clustering via Multilingual Matryoshka Embeddings ACL 2025 HMCL: Task-Optimal Text Representation Adaptation through Hierarchical Contrastive Learning EMNLP 2025 HQ-CLIP: Leveraging Large Vision-Language Models to Create High-Quality Image-Text Datasets and CLIP Models ICCV 2025 Hypergraph Clustering Network with Partial Attribute Imputation ICCV 2025 ICE-T: Interactions-aware Cross-column Contrastive Embedding for Heterogeneous Tabular Datasets AAAI 2025 iKnow-audio: Integrating Knowledge Graphs with Audio-Language Models EMNLP 2025 Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models CVPR 2025 Implicit Counterfactual Learning for Audio-Visual Segmentation ICCV 2025 ImpliHateVid: A Benchmark Dataset and Two-stage Contrastive Learning Framework for Implicit Hate Speech Detection in Videos ACL 2025 Improving Audio Classification by Transitioning from Zero- to Few-Shot Interspeech 2025 Improving Clustering with Positive Pairs Generated from LLM-Driven Labels EMNLP 2025 Improving Graph Contrastive Learning with Community Structure UAI 2025 Improving Large Language Model Safety with Contrastive Representation Learning EMNLP 2025 Incomplete Multi-view Clustering via Diffusion Contrastive Generation AAAI 2025 InfoNCE: Identifying the Gap Between Theory and Practice AISTATS 2025 Instruct-CLIP: Improving Instruction-Guided Image Editing with Automated Data Refinement Using Contrastive Learning CVPR 2025 Instruction-Tuned English to Bhojpuri Neural Machine Translation Using Contrastive Preference Optimization EMNLP 2025 IRSum: One Model to Rule Summarization and Retrieval ACL 2025 IWRN:A Robust Blind Watermarking Method for Artwork Image Copyright Protection Against Noise Attack AAAI 2025 Keep Your Friends Close, and Your Enemies Farther: Distance-aware Voxel-wise Contrastive Learning for Semi-supervised Multi-organ Segmentation ICCV 2025