NEURIPS 2025 "visual grounding" Papers

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ChartSketcher: Reasoning with Multimodal Feedback and Reflection for Chart Understanding

Muye Huang, Lingling Zhang, Jie Ma et al.

NEURIPS 2025posterarXiv:2505.19076

Dual-Stage Value-Guided Inference with Margin-Based Reward Adjustment for Fast and Faithful VLM Captioning

Ankan Deria, Adinath Dukre, feilong tang et al.

NEURIPS 2025oralarXiv:2506.15649

ESCA: Contextualizing Embodied Agents via Scene-Graph Generation

Jiani Huang, Amish Sethi, Matthew Kuo et al.

NEURIPS 2025oralarXiv:2510.15963

Grounding Language with Vision: A Conditional Mutual Information Calibrated Decoding Strategy for Reducing Hallucinations in LVLMs

Hao Fang, Changle Zhou, Jiawei Kong et al.

NEURIPS 2025posterarXiv:2505.19678

MLLMs Need 3D-Aware Representation Supervision for Scene Understanding

Xiaohu Huang, Jingjing Wu, Qunyi Xie et al.

NEURIPS 2025posterarXiv:2506.01946

Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning

Minheng Ni, Zhengyuan Yang, Linjie Li et al.

NEURIPS 2025posterarXiv:2505.19702

Vision Function Layer in Multimodal LLMs

Cheng Shi, Yizhou Yu, Sibei Yang

NEURIPS 2025posterarXiv:2509.24791