image-text pair

CHIPS: Efficient CLIP Adaptation via Curvature-aware Hybrid Influence-based Data Selection CVPR 2026 Concept-Aware Batch Sampling Improves Language-Image Pretraining CVPR 2026 Disentangled Textual Priors for Diffusion-based Image Super-Resolution CVPR 2026 RoadBench: A Vision-Language Foundation Model and Benchmark for Road Damage Understanding WACV 2026 Towards Open-Vocabulary Industrial Defect Understanding with a Large-Scale Multimodal Dataset CVPR 2026 AMCrawl: An Arabic Web-Scale Dataset of Interleaved Image-Text Documents and Image-Text Pairs EMNLP 2025 CLIP-CID: Efficient CLIP Distillation via Cluster-Instance Discrimination AAAI 2025 Constructing Multimodal Datasets from Scratch for Rapid Development of a Japanese Visual Language Model NAACL 2025 Developing Japanese CLIP Models Leveraging an Open-weight LLM for Large-scale Dataset Translation NAACL 2025 DongbaMIE: A Multimodal Information Extraction Dataset for Evaluating Semantic Understanding of Dongba Pictograms EMNLP 2025 Filter Images First, Generate Instructions Later: Pre-Instruction Data Selection for Visual Instruction Tuning CVPR 2025 Harnessing PDF Data for Improving Japanese Large Multimodal Models ACL 2025 IDseq: Decoupled and Sequentially Detecting and Grounding Multi-Modal Media Manipulation AAAI 2025 Incongruity-aware Tension Field Network for Multi-modal Sarcasm Detection ACL 2025 McHirc: A Multimodal Benchmark for Chinese Idiom Reading Comprehension AAAI 2025 MIT-10M: A Large Scale Parallel Corpus of Multilingual Image Translation COLING 2025 Mixture-of-Scores: Robust Image-Text Data Valuation via Three Lines of Code ICCV 2025 SAIST: Segment Any Infrared Small Target Model Guided by Contrastive Language-Image Pretraining CVPR 2025 A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets NeurIPS 2024 ARMADA: Attribute-Based Multimodal Data Augmentation EMNLP 2024 CapsFusion: Rethinking Image-Text Data at Scale CVPR 2024 CLIM: Contrastive Language-Image Mosaic for Region Representation AAAI 2024 Demystifying CLIP Data ICLR 2024 DreamTime: An Improved Optimization Strategy for Diffusion-Guided 3D Generation ICLR 2024 Low-Rank Similarity Mining for Multimodal Dataset Distillation ICML 2024