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image-text pair

51 papers

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vision-language model (2348) multimodal learning (4645) contrastive learning (4032) zero-shot learning (3650) transfer learning (5449) vision-language pre-training (77) clip model (218) large language model (13587) multimodal dataset (58) image captioning (731)

Papers

RoadBench: A Vision-Language Foundation Model and Benchmark for Road Damage Understanding WACV 2026
McHirc: A Multimodal Benchmark for Chinese Idiom Reading Comprehension AAAI 2025
CLIP-CID: Efficient CLIP Distillation via Cluster-Instance Discrimination AAAI 2025
SAIST: Segment Any Infrared Small Target Model Guided by Contrastive Language-Image Pretraining CVPR 2025
Incongruity-aware Tension Field Network for Multi-modal Sarcasm Detection ACL 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
IDseq: Decoupled and Sequentially Detecting and Grounding Multi-Modal Media Manipulation AAAI 2025
MIT-10M: A Large Scale Parallel Corpus of Multilingual Image Translation COLING 2025
Harnessing PDF Data for Improving Japanese Large Multimodal Models ACL 2025
Mixture-of-Scores: Robust Image-Text Data Valuation via Three Lines of Code ICCV 2025
Filter Images First, Generate Instructions Later: Pre-Instruction Data Selection for Visual Instruction Tuning CVPR 2025
AMCrawl: An Arabic Web-Scale Dataset of Interleaved Image-Text Documents and Image-Text Pairs EMNLP 2025
ARMADA: Attribute-Based Multimodal Data Augmentation EMNLP 2024
SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing AAAI 2024
Toward Interactive Regional Understanding in Vision-Large Language Models NAACL 2024
SarcNet: A Multilingual Multimodal Sarcasm Detection Dataset COLING 2024
MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens NIPS 2024
Multilingual Diversity Improves Vision-Language Representations NIPS 2024
CLIM: Contrastive Language-Image Mosaic for Region Representation AAAI 2024
PairAug: What Can Augmented Image-Text Pairs Do for Radiology? CVPR 2024
A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets NIPS 2024
CapsFusion: Rethinking Image-Text Data at Scale CVPR 2024
SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval ACL 2024