视觉大模型 / VLM

LISA: A Layer-wise Integration and Suppression Approach for Hallucination Mitigation in Multimodal Large Language Models

Zhihui Guo, Xin Man, Hui Xu, Jie Shao, Zhiguo Jiang, Xianchao Zhang, Heng Tao Shen

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

Test-Time Reinforcement Learning for GUI Grounding via Region Consistency

Yong Du, Yuchen Yan, Fei Tang, Zhengxi Lu, Chang Zong, Weiming Lu, Shengpei Jiang, Yongliang Shen

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

Comments [Accepted by AAAI2026] Project Page: https://zju-real.github.io/gui-rcpo Code: https://github.com/zju-real/gui-rcpo

Zero-Shot Referring Expression Comprehension via Vison-Language True/False Verification

Jeffrey Liu, Rongbin Hu

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

Robust Object Detection with Pseudo Labels from VLMs using Per-Object Co-teaching

Uday Bhaskar, Rishabh Bhattacharya, Avinash Patel, Sarthak Khoche, Praveen Anil Kulkarni, Naresh Manwani

机构 * Machine Learning Lab IIIT Hyderabad（IIIT Hyderabad 机器学习实验室） ； Bosch Global Software Technologies（博世全球软件技术公司） 纠错

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

Anomagic: Crossmodal Prompt-driven Zero-shot Anomaly Generation

Yuxin Jiang, Wei Luo, Hui Zhang, Qiyu Chen, Haiming Yao, Weiming Shen, Yunkang Cao

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

SemanticVLA: Semantic-Aligned Sparsification and Enhancement for Efficient Robotic Manipulation

Wei Li, Renshan Zhang, Rui Shao, Zhijian Fang, Kaiwen Zhou, Zhuotao Tian, Liqiang Nie

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

Comments Accepted to AAAI 2026 (Oral), Project Page: https://github.com/JiuTian-VL/SemanticVLA

LayerPeeler: Autoregressive Peeling for Layer-wise Image Vectorization

Ronghuan Wu, Wanchao Su, Jing Liao

机构 * City University of Hong Kong（香港城市大学） ； Monash University（墨尔本大学） 纠错

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

Comments Project Page: https://layerpeeler.github.io/