image understanding

WAFFLE: Multimodal Floorplan Understanding in the Wild WACV 2025 XLRS-Bench: Could Your Multimodal LLMs Understand Extremely Large Ultra-High-Resolution Remote Sensing Imagery? CVPR 2025 Automated Defect Report Generation for Enhanced Industrial Quality Control AAAI 2024 Bootstrapping Chest CT Image Understanding by Distilling Knowledge from X-ray Expert Models CVPR 2024 Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding CVPR 2024 Dense Connector for MLLMs NeurIPS 2024 II-Bench: An Image Implication Understanding Benchmark for Multimodal Large Language Models NeurIPS 2024 Image Textualization: An Automatic Framework for Generating Rich and Detailed Image Descriptions NeurIPS 2024 Image Understanding Makes for A Good Tokenizer for Image Generation NeurIPS 2024 InfiMM: Advancing Multimodal Understanding with an Open-Sourced Visual Language Model ACL 2024 Infrared-LLaVA: Enhancing Understanding of Infrared Images in Multi-Modal Large Language Models EMNLP 2024 InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD NeurIPS 2024 MMAPS: End-to-End Multi-Grained Multi-Modal Attribute-Aware Product Summarization COLING 2024 Multimodal Chart Retrieval: A Comparison of Text, Table and Image Based Approaches NAACL 2024 PixelLM: Pixel Reasoning with Large Multimodal Model CVPR 2024 Soul-Mix: Enhancing Multimodal Machine Translation with Manifold Mixup ACL 2024 Towards Artwork Explanation in Large-scale Vision Language Models ACL 2024 Visual Data-Type Understanding does not emerge from scaling Vision-Language Models ICLR 2024 What Matters in Training a GPT4-Style Language Model with Multimodal Inputs? NAACL 2024 Category-Guided Visual Question Generation (Student Abstract) AAAI 2023 Counting Crowds in Bad Weather ICCV 2023 DIVE: Towards Descriptive and Diverse Visual Commonsense Generation EMNLP 2023 Grounding Visual Illusions in Language: Do Vision-Language Models Perceive Illusions Like Humans? EMNLP 2023 KAFA: Rethinking Image Ad Understanding with Knowledge-Augmented Feature Adaptation of Vision-Language Models ACL 2023 MetaCLUE: Towards Comprehensive Visual Metaphors Research CVPR 2023