visual grounding

Are VLMs Ready for Autonomous Driving? An Empirical Study from the Reliability, Data and Metric Perspectives ICCV 2025 Argus: Vision-Centric Reasoning with Grounded Chain-of-Thought CVPR 2025 Aria-UI: Visual Grounding for GUI Instructions ACL 2025 Attention-Driven GUI Grounding: Leveraging Pretrained Multimodal Large Language Models Without Fine-Tuning AAAI 2025 BIP3D: Bridging 2D Images and 3D Perception for Embodied Intelligence CVPR 2025 Can VLMs Actually See and Read? A Survey on Modality Collapse in Vision-Language Models ACL 2025 ChartPoint: Guiding MLLMs with Grounding Reflection for Chart Reasoning ICCV 2025 ChatterBox: Multimodal Referring and Grounding with Chain-of-Questions AAAI 2025 ClawMachine: Learning to Fetch Visual Tokens for Referential Comprehension ICLR 2025 ClearSight: Visual Signal Enhancement for Object Hallucination Mitigation in Multimodal Large Language Models CVPR 2025 Click&Describe: Multimodal Grounding and Tracking for Aerial Objects WACV 2025 CoHD: A Counting-Aware Hierarchical Decoding Framework for Generalized Referring Expression Segmentation ICCV 2025 Controlling Multimodal LLMs via Reward-guided Decoding ICCV 2025 COUNTS: Benchmarking Object Detectors and Multimodal Large Language Models under Distribution Shifts CVPR 2025 CVLUE: A New Benchmark Dataset for Chinese Vision-Language Understanding Evaluation AAAI 2025 Data-Efficient 3D Visual Grounding via Order-Aware Referring WACV 2025 DELOC: Document Element Localizer EMNLP 2025 Dense Video Object Captioning from Disjoint Supervision ICLR 2025 Disambiguating Reference in Visually Grounded Dialogues through Joint Modeling of Textual and Multimodal Semantic Structures ACL 2025 DiscoSG: Towards Discourse-Level Text Scene Graph Parsing through Iterative Graph Refinement EMNLP 2025 Does Vision Still Help? Multimodal Translation with CLIP-Based Image Selection AACL 2025 Does Visual Grounding Enhance the Understanding of Embodied Knowledge in Large Language Models? EMNLP 2025 Do Multimodal Large Language Models Truly See What We Point At? Investigating Indexical, Iconic, and Symbolic Gesture Comprehension ACL 2025 DynRefer: Delving into Region-level Multimodal Tasks via Dynamic Resolution CVPR 2025 Enhancing Numerical Prediction of MLLMs with Soft Labeling ICCV 2025