Vision-Language Models

Learning Instance-Level Representation for Large-Scale Multi-Modal Pretraining in E-Commerce CVPR 2023 Learning the Visualness of Text Using Large Vision-Language Models EMNLP 2023 LIDA: A Tool for Automatic Generation of Grammar-Agnostic Visualizations and Infographics using Large Language Models ACL 2023 LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day NeurIPS 2023 Local 3D Editing via 3D Distillation of CLIP Knowledge CVPR 2023 LOVM: Language-Only Vision Model Selection NeurIPS 2023 ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning ACL 2023 MAP: Multimodal Uncertainty-Aware Vision-Language Pre-Training Model CVPR 2023 Masked Autoencoding Does Not Help Natural Language Supervision at Scale CVPR 2023 MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering ACL 2023 Measuring Progress in Fine-grained Vision-and-Language Understanding ACL 2023 Medical Visual Textual Entailment for Numerical Understanding of Vision-and-Language Models ACL 2023 MetaVL: Transferring In-Context Learning Ability From Language Models to Vision-Language Models ACL 2023 MixPHM: Redundancy-Aware Parameter-Efficient Tuning for Low-Resource Visual Question Answering CVPR 2023 MM-Reasoner: A Multi-Modal Knowledge-Aware Framework for Knowledge-Based Visual Question Answering EMNLP 2023 MMSD2.0: Towards a Reliable Multi-modal Sarcasm Detection System ACL 2023 NLIP: Noise-Robust Language-Image Pre-training AAAI 2023 OpenScene: 3D Scene Understanding With Open Vocabularies CVPR 2023 Parameter-Efficient Cross-lingual Transfer of Vision and Language Models via Translation-based Alignment EMNLP 2023 Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation NeurIPS 2023 POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images NeurIPS 2023 PR-MCS: Perturbation Robust Metric for MultiLingual Image Captioning EMNLP 2023 Quilt-1M: One Million Image-Text Pairs for Histopathology NeurIPS 2023 Referring Image Matting CVPR 2023 REVEAL: Retrieval-Augmented Visual-Language Pre-Training With Multi-Source Multimodal Knowledge Memory CVPR 2023