Contrastive Learning

Critical Tokens Matter: Token-Level Contrastive Estimation Enhances LLM’s Reasoning Capability ICML 2025 Cross-Lingual Representation Alignment Through Contrastive Image-Caption Tuning ACL 2025 Cross-modal Ship Re-Identification via Optical and SAR Imagery: A Novel Dataset and Method ICCV 2025 CrossQG: Improving Difficulty-Controllable Question Generation through Consistency Enhancement EMNLP 2025 Cross-Rejective Open-Set SAR Image Registration CVPR 2025 Cross the Gap: Exposing the Intra-modal Misalignment in CLIP via Modality Inversion ICLR 2025 CTIP: Towards Accurate Tabular-to-Image Generation for Tire Footprint Generation WACV 2025 CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis ACL 2025 CURE: Controlled Unlearning for Robust Embeddings — Mitigating Conceptual Shortcuts in Pre-Trained Language Models EMNLP 2025 CureGraph: Contrastive Multi-Modal Graph Representation Learning for Urban Living Circle Health Profiling and Prediction (Abstract Reprint) IJCAI 2025 CustomContrast: A Multilevel Contrastive Perspective for Subject-Driven Text-to-Image Customization AAAI 2025 Cyclic Contrastive Knowledge Transfer for Open-Vocabulary Object Detection ICLR 2025 DALR: Dual-level Alignment Learning for Multimodal Sentence Representation Learning ACL 2025 DART: Disease-aware Image-Text Alignment and Self-correcting Re-alignment for Trustworthy Radiology Report Generation CVPR 2025 DECIDER: Difference-aware Contrastive Diffusion Model with Adversarial Perturbations for Image Change Captioning AAAI 2025 Decision-Aware Preference Modeling for Multi-Behavior Recommendation IJCAI 2025 DeCo: Defect-Aware Modeling with Contrasting Matching for Optimizing Task Assignment in Online IC Testing IJCAI 2025 DeepShade: Enable Shade Simulation by Text-conditioned Image Generation IJCAI 2025 DEEPTalk: Dynamic Emotion Embedding for Probabilistic Speech-Driven 3D Face Animation AAAI 2025 Deep Variational Multivariate Information Bottleneck - A Framework for Variational Losses JMLR 2025 Descriptive and Discriminative Document Identifiers for Generative Retrieval AAAI 2025 DesignCLIP: Multimodal Learning with CLIP for Design Patent Understanding EMNLP 2025 DeSPITE: Exploring Contrastive Deep Skeleton-Pointcloud-IMU-Text Embeddings for Advanced Point Cloud Human Activity Understanding ICCV 2025 Detecting Backdoor Samples in Contrastive Language Image Pretraining ICLR 2025 Detecting Honkadori based on Waka Embeddings NAACL 2025