image-text retrieval

GOAL: Global-local Object Alignment Learning CVPR 2025 I0T: Embedding Standardization Method Towards Zero Modality Gap ACL 2025 LLM-Generated Rewrite and Context Modulation for Enhanced Vision Language Models in Digital Pathology WACV 2025 Maximal Matching Matters: Preventing Representation Collapse for Robust Cross-Modal Retrieval ACL 2025 Noisy Correspondence Rectification via Asymmetric Similarity Learning AAAI 2025 Retaining Knowledge and Enhancing Long-Text Representations in CLIP through Dual-Teacher Distillation CVPR 2025 SERVAL: Surprisingly Effective Zero-Shot Visual Document Retrieval Powered by Large Vision and Language Models EMNLP 2025 TSVC: Tripartite Learning with Semantic Variation Consistency for Robust Image-Text Retrieval AAAI 2025 Uni-Retrieval: A Multi-Style Retrieval Framework for STEM’s Education ACL 2025 VladVA: Discriminative Fine-tuning of LVLMs CVPR 2025 CL2CM: Improving Cross-Lingual Cross-Modal Retrieval via Cross-Lingual Knowledge Transfer AAAI 2024 Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Compositional Understanding CVPR 2024 Cross-Modal and Uni-Modal Soft-Label Alignment for Image-Text Retrieval AAAI 2024 Data-Efficient Multimodal Fusion on a Single GPU CVPR 2024 Data Roaming and Quality Assessment for Composed Image Retrieval AAAI 2024 Distilling Knowledge from Text-to-Image Generative Models Improves Visio-Linguistic Reasoning in CLIP EMNLP 2024 Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning NeurIPS 2024 FineCLIP: Self-distilled Region-based CLIP for Better Fine-grained Understanding NeurIPS 2024 High-Order Semantic Alignment for Unsupervised Fine-Grained Image-Text Retrieval COLING 2024 How to Make Cross Encoder a Good Teacher for Efficient Image-Text Retrieval? CVPR 2024 InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks CVPR 2024 LoTLIP: Improving Language-Image Pre-training for Long Text Understanding NeurIPS 2024 MCAD: Multi-teacher Cross-modal Alignment Distillation for efficient image-text retrieval NAACL 2024 Multilingual Diversity Improves Vision-Language Representations NeurIPS 2024 Nearest Neighbor Normalization Improves Multimodal Retrieval EMNLP 2024