vision-language understanding

3D-DRES: Detailed 3D Referring Expression Segmentation AAAI 2026 CCCaption: Dual-Reward Reinforcement Learning for Complete and Correct Image Captioning CVPR 2026 EvoComp: Learning Visual Token Compression for Multimodal Large Language Models via Semantic-Guided Evolutionary Labeling CVPR 2026 Hi-Lo Prune: Look at What You'll Lose before Pruning with Hierarchical Token Selection CVPR 2026 Language-Grounded Decoupled Action Representation for Robotic Manipulation CVPR 2026 RetouchAgent: Towards Interactive and Explainable Image Retouching with MLLM Agents AAAI 2026 SDAR-VL: Stable and Efficient Block-wise Diffusion for Vision-Language Understanding ACL 2026 Where Does Vision Meet Language? Understanding and Refining Visual Fusion in MLLMs via Contrastive Attention CVPR 2026 Are They the Same? Exploring Visual Correspondence Shortcomings of Multimodal LLMs ICCV 2025 CVLUE: A New Benchmark Dataset for Chinese Vision-Language Understanding Evaluation AAAI 2025 ReferDINO: Referring Video Object Segmentation with Visual Grounding Foundations ICCV 2025 Unifying 2D and 3D Vision-Language Understanding ICML 2025 Efficient Large Multi-modal Models via Visual Context Compression NeurIPS 2024 Instruct-Imagen: Image Generation with Multi-modal Instruction CVPR 2024 MoExtend: Tuning New Experts for Modality and Task Extension ACL 2024 Multilingual Synopses of Movie Narratives: A Dataset for Vision-Language Story Understanding EMNLP 2024 ScanFormer: Referring Expression Comprehension by Iteratively Scanning CVPR 2024 FACTUAL: A Benchmark for Faithful and Consistent Textual Scene Graph Parsing ACL 2023 Measuring Progress in Fine-grained Vision-and-Language Understanding ACL 2023 SLAN: Self-Locator Aided Network for Vision-Language Understanding ICCV 2023 Toward Building General Foundation Models for Language, Vision, and Vision-Language Understanding Tasks EMNLP 2023 UniFine: A Unified and Fine-grained Approach for Zero-shot Vision-Language Understanding ACL 2023 XtremeCLIP: Extremely Parameter-efficient Tuning for Low-resource Vision Language Understanding ACL 2023 Distilled Dual-Encoder Model for Vision-Language Understanding EMNLP 2022 Dynamic Key-Value Memory Enhanced Multi-Step Graph Reasoning for Knowledge-Based Visual Question Answering AAAI 2022