image-text pair

MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens NeurIPS 2024 Multilingual Diversity Improves Vision-Language Representations NeurIPS 2024 PairAug: What Can Augmented Image-Text Pairs Do for Radiology? CVPR 2024 SarcNet: A Multilingual Multimodal Sarcasm Detection Dataset COLING 2024 SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval ACL 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 Bootstrapping Vision-Language Learning with Decoupled Language Pre-training NeurIPS 2023 CiT: Curation in Training for Effective Vision-Language Data ICCV 2023 COCO-Counterfactuals: Automatically Constructed Counterfactual Examples for Image-Text Pairs NeurIPS 2023 DataComp: In search of the next generation of multimodal datasets NeurIPS 2023 DetCLIPv2: Scalable Open-Vocabulary Object Detection Pre-Training via Word-Region Alignment CVPR 2023 Exploring Diverse In-Context Configurations for Image Captioning NeurIPS 2023 Improving Image Recognition by Retrieving From Web-Scale Image-Text Data CVPR 2023 Learning To Generate Text-Grounded Mask for Open-World Semantic Segmentation From Only Image-Text Pairs CVPR 2023 Masked Autoencoding Does Not Help Natural Language Supervision at Scale CVPR 2023 Pic2Word: Mapping Pictures to Words for Zero-Shot Composed Image Retrieval CVPR 2023 Quilt-1M: One Million Image-Text Pairs for Histopathology NeurIPS 2023 Reproducible Scaling Laws for Contrastive Language-Image Learning CVPR 2023 Scaling Language-Image Pre-Training via Masking CVPR 2023 Unifying Cross-Lingual and Cross-Modal Modeling Towards Weakly Supervised Multilingual Vision-Language Pre-training ACL 2023 A Multi-Modal Dataset for Hate Speech Detection on Social Media: Case-study of Russia-Ukraine Conflict EMNLP 2022 Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation ACL 2022 Grounded Language-Image Pre-Training CVPR 2022 OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework ICML 2022