视觉大模型 / VLM

A-SEA3L-QA: A Fully Automated Self-Evolving, Adversarial Workflow for Arabic Long-Context Question-Answer Generation

Kesen Wang, Daulet Toibazar, Pedro J. Moreno

机构 * Humain 纠错

专题命中 视觉问答 ：vision language model(abstract)；分类 cs.AI

Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning

Haoji Zhang, Xin Gu, Jiawen Li, Chixiang Ma, Sule Bai, Chubin Zhang, Bowen Zhang, Zhichao Zhou, Dongliang He, Yansong Tang

专题命中 视觉推理 ：grounding(abstract)；multimodal large language model(abstract)；分类 cs.CV

Lattice Annotated Temporal (LAT) Logic for Non-Markovian Reasoning

Kaustuv Mukherji, Jaikrishna Manojkumar Patil, Dyuman Aditya, Paulo Shakarian, Devendra Parkar, Lahari Pokala, Clark Dorman, Gerardo I. Simari

机构 * Syracuse University Syracuse New York USA ； Arizona State University Tempe Arizona USA ； Scientific Systems Company, Inc. Woburn Massachusetts USA ； Department of Computer Science ； Engineering, Universidad Nacional del Sur (UNS) \& Institute for Computer Science ； Syracuse University ； Arizona State University ； Scientific Systems Company, Inc. 纠错

专题命中 视觉推理 ：grounding(abstract)；分类 cs.AI、cs.LG

TruthLens: Visual Grounding for Universal DeepFake Reasoning

Rohit Kundu, Shan Jia, Vishal Mohanty, Athula Balachandran, Amit K. Roy-Chowdhury

专题命中 视觉定位与Grounding ：grounding(title,abstract)；multimodal large language model(abstract)；MLLM(abstract)；分类 cs.CV、cs.AI

PixFoundation 2.0: Do Video Multi-Modal LLMs Use Motion in Visual Grounding?

Mennatullah Siam

专题命中 视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV

Comments Work under review in NeurIPS 2025 with the title "Are we using Motion in Referring Segmentation? A Motion-Centric Evaluation"

Mind the Third Eye! Benchmarking Privacy Awareness in MLLM-powered Smartphone Agents

Zhixin Lin, Jungang Li, Shidong Pan, Yibo Shi, Yue Yao, Dongliang Xu

专题命中 视觉定位与Grounding ：MLLM(title)；multimodal large language model(abstract)；分类 cs.CV

A Coarse-to-Fine Approach to Multi-Modality 3D Occupancy Grounding

Zhan Shi, Song Wang, Junbo Chen, Jianke Zhu

机构 * College of Software Technology, Zhejiang University（浙江大学软件技术学院） ； College of Computer Science, Zhejiang University（浙江大学计算机科学学院） 纠错

专题命中 视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV

ViDDAR: Vision Language Model-Based Task-Detrimental Content Detection for Augmented Reality

Yanming Xiu, Tim Scargill, Maria Gorlatova

机构 * Duke University（杜克大学） 纠错

专题命中 视觉定位与Grounding ：vision language model(title,abstract)；分类 cs.CV

Comments The paper has been accepted to the 2025 IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR), and selected for publication in the 2025 IEEE Transactions on Visualization and Computer Graphics (TVCG) special issue

Novel Category Discovery with X-Agent Attention for Open-Vocabulary Semantic Segmentation

Jiahao Li, Yang Lu, Yachao Zhang, Fangyong Wang, Yuan Xie, Yanyun Qu

专题命中 视觉定位与Grounding ：vision-language model(abstract)；VLM(abstract)；分类 cs.CV

Comments Accepted by ACMMM2025

English Pronunciation Evaluation without Complex Joint Training: LoRA Fine-tuned Speech Multimodal LLM

Taekyung Ahn, Hosung Nam

机构 * Enuma, Inc.（Enuma公司） ； Korea University（韩国大学） 纠错

专题命中 视觉定位与Grounding ：multimodal large language model(abstract)；MLLM(abstract)

Simulacra Naturae: Generative Ecosystem driven by Agent-Based Simulations and Brain Organoid Collective Intelligence

Nefeli Manoudaki, Mert Toka, Iason Paterakis, Diarmid Flatley

机构 * Media Arts & Technology UC Santa Barbara（媒体艺术与技术大学圣芭芭拉分校） 纠错

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.AI

Comments to be published in IEEE VISAP 2025

HF-RAG: Hierarchical Fusion-based RAG with Multiple Sources and Rankers

Payel Santra, Madhusudan Ghosh, Debasis Ganguly, Partha Basuchowdhuri, Sudip Kumar Naskar

机构 * University of Glasgow（格拉斯哥大学） ； Jadavpur University（贾瓦德普尔大学） 纠错

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.AI

Banishing LLM Hallucinations Requires Rethinking Generalization

Johnny Li, Saksham Consul, Eda Zhou, James Wong, Naila Farooqui, Yuxin Ye, Nithyashree Manohar, Zhuxiaona Wei, Tian Wu, Ben Echols, Sharon Zhou, Gregory Diamos

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.AI

Comments I want to revisit some of the experiments in this paper, specifically figure 5

Large VLM-based Vision-Language-Action Models for Robotic Manipulation: A Survey

Rui Shao, Wei Li, Lingsen Zhang, Renshan Zhang, Zhiyang Liu, Ran Chen, Liqiang Nie

机构 * School of Computer Science and Technology, Harbin Institute of Technology (Shenzhen)（计算机科学与技术学院，哈尔滨工业大学（深圳）） 纠错

专题命中 GUI与屏幕智能体 ：VLM(title,abstract)；vision-language model(abstract)；分类 cs.CV

Comments Project Page: https://github.com/JiuTian-VL/Large-VLM-based-VLA-for-Robotic-Manipulation

Exploring Response Uncertainty in MLLMs: An Empirical Evaluation under Misleading Scenarios

Yunkai Dang, Mengxi Gao, Yibo Yan, Xin Zou, Yanggan Gu, Jungang Li, Jingyu Wang, Peijie Jiang, Aiwei Liu, Jia Liu, Xuming Hu

机构 * The Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州）） ； The Hong Kong University of Science and Technology（香港科技大学） ； Tsinghua University（清华大学） ； Ant Group（蚂蚁集团） ； Alibaba Group（阿里巴巴集团） 纠错

专题命中 幻觉与鲁棒性 ：visual question answering(abstract)；multimodal large language model(abstract)；分类 cs.AI、cs.LG

Challenges in Understanding Modality Conflict in Vision-Language Models

Trang Nguyen, Jackson Michaels, Madalina Fiterau, David Jensen

机构 * Manning College of Information \& Computer Sciences, University of Massachusetts Amherst, Amherst, U.S. 纠错

专题命中 VLM训练与架构 ：vision-language model(title,abstract)；VLM(abstract)；LLaVA(abstract)；分类 cs.LG

2nd Place Solution for CVPR2024 E2E Challenge: End-to-End Autonomous Driving Using Vision Language Model

Zilong Guo, Yi Luo, Long Sha, Dongxu Wang, Panqu Wang, Chenyang Xu, Yi Yang

机构 * ZERON Shanghai, China（上海零点科技有限公司） 纠错

专题命中 VLM训练与架构 ：vision language model(title,abstract)；VLM(abstract)；分类 cs.CV

Comments 2nd place in CVPR 2024 End-to-End Driving at Scale Challenge

GAEA: A Geolocation Aware Conversational Assistant

Ron Campos, Ashmal Vayani, Parth Parag Kulkarni, Rohit Gupta, Aizan Zafar, Aritra Dutta, Mubarak Shah

机构 * Center for Research in Computer Vision, University of Central Florida（计算机视觉研究中心，中央佛罗里达大学） 纠错

专题命中 VLM训练与架构 ：LLaVA(abstract)；分类 cs.CV、cs.LG

Comments The dataset and code used in this submission is available at: https://ucf-crcv.github.io/GAEA/

Human Preference-Aligned Concept Customization Benchmark via Decomposed Evaluation

Reina Ishikawa, Ryo Fujii, Hideo Saito, Ryo Hachiuma

机构 * Keio University（庆应大学） ； NVIDIA（英伟达） 纠错

专题命中 其他VLM ：multimodal large language model(abstract)；MLLM(abstract)；分类 cs.CV

Comments Accepted to ICCV Workshop 2025

ChordPrompt: Orchestrating Cross-Modal Prompt Synergy for Multi-Domain Incremental Learning in CLIP

Zhiyuan Wang, Bokui Chen

机构 * Tsinghua Shenzhen International Graduate School, Tsinghua University, China（清华大学深圳国际研究生院，清华大学，中国） 纠错

专题命中 其他VLM ：vision-language model(abstract)；分类 cs.AI、cs.LG

Comments Accepted by the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2025)