LISA: Reasoning Segmentation via Large Language Model

1 August 2023

Papers citing "LISA: Reasoning Segmentation via Large Language Model"

50 / 72 papers shown

Title
Extending Large Vision-Language Model for Diverse Interactive Tasks in Autonomous Driving Zongchuang Zhao Haoyu Fu Dingkang Liang Xin Zhou Dingyuan Zhang Hongwei Xie Bing Wang Xiang Bai MLLM VLM 30 0 0 13 May 2025
PlaceIt3D: Language-Guided Object Placement in Real 3D Scenes Ahmed Abdelreheem Filippo Aleotti Jamie Watson Z. Qureshi Abdelrahman Eldesokey Peter Wonka Gabriel J. Brostow Sara Vicente Guillermo Garcia-Hernando DiffM 47 0 0 08 May 2025
RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Ruiqi Wang Hao Zhang VLM 44 0 0 03 May 2025
UniBiomed: A Universal Foundation Model for Grounded Biomedical Image Interpretation Linshan Wu Yuxiang Nie Sunan He Jiaxin Zhuang Hao Chen LM&MA MedIm 68 0 0 30 Apr 2025
RoboGround: Robotic Manipulation with Grounded Vision-Language Priors Haifeng Huang Xinyi Chen Y. Chen H. Li Xiaoshen Han Z. Wang Tai Wang Jiangmiao Pang Zhou Zhao LM&Ro 75 0 0 30 Apr 2025
DreamO: A Unified Framework for Image Customization Chong Mou Yanze Wu Wenxu Wu Zinan Guo Pengze Zhang ... Shaojin Wu S. Zhao Jian Andrew Zhang Qian He Xinglong Wu 44 0 0 23 Apr 2025
Vision-Language Models Are Not Pragmatically Competent in Referring Expression Generation Ziqiao Ma Jing Ding Xuejun Zhang Dezhi Luo Jiahe Ding Sihan Xu Yuchen Huang Run Peng Joyce Chai 47 0 0 22 Apr 2025
PVUW 2025 Challenge Report: Advances in Pixel-level Understanding of Complex Videos in the Wild Henghui Ding Chang Liu Nikhila Ravi Shuting He Y. Wei ... Haobo Yuan X. Li Tao Zhang Lu Qi Ming Yang 25 0 0 15 Apr 2025
BiPrompt-SAM: Enhancing Image Segmentation via Explicit Selection between Point and Text Prompts Suzhe Xu Jialin Peng Chengyuan Zhang VLM 46 0 0 25 Mar 2025
Long-horizon Visual Instruction Generation with Logic and Attribute Self-reflection Yucheng Suo Fan Ma Kaixin Shen Linchao Zhu Yi Yang VLM 43 0 0 12 Mar 2025
2HandedAfforder: Learning Precise Actionable Bimanual Affordances from Human Videos Marvin Heidinger Snehal Jauhri V. Prasad Georgia Chalvatzaki 58 0 0 12 Mar 2025
PhysVLM: Enabling Visual Language Models to Understand Robotic Physical Reachability Weijie Zhou Manli Tao Chaoyang Zhao Haiyun Guo Honghui Dong Ming Tang J. T. Wang 46 0 0 11 Mar 2025
VisRL: Intention-Driven Visual Perception via Reinforced Reasoning Zhangquan Chen Xufang Luo Dongsheng Li OffRL LRM 58 3 0 10 Mar 2025
LangGas: Introducing Language in Selective Zero-Shot Background Subtraction for Semi-Transparent Gas Leak Detection with a New Dataset Wenqi Guo Yiyang Du Shan Du 64 1 0 04 Mar 2025
LOVA3: Learning to Visual Question Answering, Asking and Assessment Henry Hengyuan Zhao Pan Zhou Difei Gao Zechen Bai Mike Zheng Shou 64 8 0 21 Feb 2025
InternVideo2.5: Empowering Video MLLMs with Long and Rich Context Modeling Yi Wang Xinhao Li Ziang Yan Yinan He Jiashuo Yu ... Kai Chen Wenhai Wang Yu Qiao Yali Wang Limin Wang 64 19 0 21 Jan 2025
ConceptMaster: Multi-Concept Video Customization on Diffusion Transformer Models Without Test-Time Tuning Yuzhou Huang Ziyang Yuan Quande Liu Qiulin Wang Xintao Wang Ruimao Zhang Pengfei Wan Di Zhang Kun Gai VGen DiffM 35 10 0 08 Jan 2025
Sa2VA: Marrying SAM2 with LLaVA for Dense Grounded Understanding of Images and Videos Haobo Yuan X. Li Tao Zhang Zilong Huang Shilin Xu S. Ji Yunhai Tong Lu Qi Jiashi Feng Ming Yang VLM 79 11 0 07 Jan 2025
VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks Jiannan Wu Muyan Zhong Sen Xing Zeqiang Lai Zhaoyang Liu ... Lewei Lu Tong Lu Ping Luo Yu Qiao Jifeng Dai MLLM VLM LRM 88 45 0 03 Jan 2025
Efficient and Comprehensive Feature Extraction in Large Vision-Language Model for Clinical Pathology Analysis Shengxuming Zhang Weihan Li Tianhong Gao Jiacong Hu Haoming Luo Mingli Song Xiuming Zhang Mingli Song Zunlei Feng LM&MA 101 0 0 12 Dec 2024
SeqAfford: Sequential 3D Affordance Reasoning via Multimodal Large Language Model Chunlin Yu Hanqing Wang Ye Shi Haoyang Luo Sibei Yang Jingyi Yu Jingya Wang LRM LM&Ro 79 1 0 02 Dec 2024
ROSE: Revolutionizing Open-Set Dense Segmentation with Patch-Wise Perceptual Large Multimodal Model Kunyang Han Yibo Hu Mengxue Qu Hailin Shi Yao Zhao Y. X. Wei MLLM VLM 3DV 77 1 0 29 Nov 2024
ChatRex: Taming Multimodal LLM for Joint Perception and Understanding Qing Jiang Gen Luo Yuqin Yang Yuda Xiong Yihao Chen Zhaoyang Zeng Tianhe Ren Lei Zhang VLM LRM 92 6 0 27 Nov 2024
SAMWISE: Infusing Wisdom in SAM2 for Text-Driven Video Segmentation Claudia Cuttano Gabriele Trivigno Gabriele Rosi Carlo Masone Giuseppe Averta VOS 96 1 0 26 Nov 2024
GeoGround: A Unified Large Vision-Language Model for Remote Sensing Visual Grounding Y. Zhou Mengcheng Lan Xiang Li Yiping Ke Xue Jiang Litong Feng Qingyun Li Xue Yang Wayne Zhang ObjD VLM 107 4 0 16 Nov 2024
Motion-Grounded Video Reasoning: Understanding and Perceiving Motion at Pixel Level Andong Deng Tongjia Chen Shoubin Yu Taojiannan Yang Lincoln Spencer Yapeng Tian Ajmal Saeed Mian Mohit Bansal Chen Chen LRM 46 1 0 15 Nov 2024
VideoGLaMM: A Large Multimodal Model for Pixel-Level Visual Grounding in Videos Shehan Munasinghe Hanan Gani Wenqi Zhu Jiale Cao Eric P. Xing F. Khan Salman Khan MLLM VGen VLM 42 6 0 07 Nov 2024
Do Vision-Language Models Represent Space and How? Evaluating Spatial Frame of Reference Under Ambiguities Zheyuan Zhang Fengyuan Hu Jayjun Lee Freda Shi Parisa Kordjamshidi Joyce Chai Ziqiao Ma 37 11 0 22 Oct 2024
UnSeg: One Universal Unlearnable Example Generator is Enough against All Image Segmentation Ye Sun Hao Zhang Tiehua Zhang Xingjun Ma Yu-Gang Jiang VLM 29 3 0 13 Oct 2024
Towards Synergistic, Generalized, and Efficient Dual-System for Robotic Manipulation Qingwen Bu Hongyang Li Li Chen Jisong Cai Jia Zeng Heming Cui Maoqing Yao Yu Qiao 34 2 0 10 Oct 2024
From Generalist to Specialist: Adapting Vision Language Models via Task-Specific Visual Instruction Tuning Yang Bai Yang Zhou Jun Zhou Rick Siow Mong Goh Daniel Ting Yong Liu VLM 41 0 0 09 Oct 2024
Visual-O1: Understanding Ambiguous Instructions via Multi-modal Multi-turn Chain-of-thoughts Reasoning Minheng Ni Yutao Fan Lei Zhang Wangmeng Zuo LRM AI4CE 15 6 0 04 Oct 2024
FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models Zhipei Xu Xuanyu Zhang Runyi Li Zecheng Tang Qing Huang Jian Andrew Zhang AAML 37 14 0 03 Oct 2024
UniAff: A Unified Representation of Affordances for Tool Usage and Articulation with Vision-Language Models Qiaojun Yu Siyuan Huang Xibin Yuan Zhengkai Jiang Ce Hao ... Junbo Wang Liu Liu Hongsheng Li Peng Gao Cewu Lu 57 3 0 30 Sep 2024
Embodiment-Agnostic Action Planning via Object-Part Scene Flow Weiliang Tang Jia-Hui Pan Wei Zhan Jianshu Zhou Huaxiu Yao Yun-Hui Liu M. Tomizuka Mingyu Ding Chi-Wing Fu 41 0 0 16 Sep 2024
Lexicon3D: Probing Visual Foundation Models for Complex 3D Scene Understanding Yunze Man Shuhong Zheng Zhipeng Bao M. Hebert Liang-Yan Gui Yu-xiong Wang 67 15 0 05 Sep 2024
SAM4MLLM: Enhance Multi-Modal Large Language Model for Referring Expression Segmentation Yi-Chia Chen Wei-Hua Li Cheng Sun Yu-Chiang Frank Wang Chu-Song Chen VLM 30 10 0 01 Sep 2024
An End-to-End Model for Photo-Sharing Multi-modal Dialogue Generation Peiming Guo Sinuo Liu Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang M. Zhang DiffM 45 1 0 16 Aug 2024
Self-Introspective Decoding: Alleviating Hallucinations for Large Vision-Language Models Fushuo Huo Wenchao Xu Zhong Zhang Haozhao Wang Zhicheng Chen Peilin Zhao VLM MLLM 55 18 0 04 Aug 2024
ViLLa: Video Reasoning Segmentation with Large Language Model Rongkun Zheng Lu Qi Xi Chen Yi Wang Kun Wang Yu Qiao Hengshuang Zhao VOS LRM 45 2 0 18 Jul 2024
FabGPT: An Efficient Large Multimodal Model for Complex Wafer Defect Knowledge Queries Yuqi Jiang Xudong Lu Qian Jin Qi Sun Hanming Wu Cheng Zhuo 28 3 0 15 Jul 2024
PFPs: Prompt-guided Flexible Pathological Segmentation for Diverse Potential Outcomes Using Large Vision and Language Models Can Cui Ruining Deng Junlin Guo Quan Liu Tianyuan Yao Haichun Yang Yuankai Huo VLM MedIm 29 1 0 13 Jul 2024
MIA-Bench: Towards Better Instruction Following Evaluation of Multimodal LLMs Yusu Qian Hanrong Ye J. Fauconnier Peter Grasch Yinfei Yang Zhe Gan 106 13 0 01 Jul 2024
EVF-SAM: Early Vision-Language Fusion for Text-Prompted Segment Anything Model Yuxuan Zhang Tianheng Cheng Lianghui Zhu Lei Liu Heng Liu Longjin Ran Xiaoxin Chen Xiaoxin Chen Wenyu Liu Xinggang Wang VLM 51 23 0 28 Jun 2024
F-LMM: Grounding Frozen Large Multimodal Models Size Wu Sheng Jin Wenwei Zhang Lumin Xu Wentao Liu Wei Li Chen Change Loy MLLM 64 12 0 09 Jun 2024
3D-GRAND: A Million-Scale Dataset for 3D-LLMs with Better Grounding and Less Hallucination Jianing Yang Xuweiyi Chen Nikhil Madaan Madhavan Iyengar Shengyi Qian David Fouhey Joyce Chai 3DV 61 11 0 07 Jun 2024
Towards Semantic Equivalence of Tokenization in Multimodal LLM Shengqiong Wu Hao Fei Xiangtai Li Jiayi Ji Hanwang Zhang Tat-Seng Chua Shuicheng Yan MLLM 55 25 0 07 Jun 2024
Reason3D: Searching and Reasoning 3D Segmentation via Large Language Model Kuan-Chih Huang Xiangtai Li Lu Qi Shuicheng Yan Ming-Hsuan Yang LRM 53 9 0 27 May 2024
Context-Enhanced Video Moment Retrieval with Large Language Models Weijia Liu Bo Miao Jiuxin Cao Xueling Zhu Bo Liu Mehwish Nasim Ajmal Saeed Mian 24 2 0 21 May 2024
Ferret-UI: Grounded Mobile UI Understanding with Multimodal LLMs Keen You Haotian Zhang E. Schoop Floris Weers Amanda Swearngin Jeffrey Nichols Yinfei Yang Zhe Gan MLLM 34 82 0 08 Apr 2024