Title
RoboOS: A Hierarchical Embodied Framework for Cross-Embodiment and Multi-Agent Collaboration Huajie Tan Xiaoshuai Hao Minglan Lin Pengwei Wang Yaoxu Lyu Mingyu Cao Zhongyuan Wang S. Zhang LM&Ro 48 0 0 06 May 2025
Visual Intention Grounding for Egocentric Assistants Pengzhan Sun Junbin Xiao Tze Ho Elden Tse Yicong Li Arjun Akula Angela Yao EgoV 52 0 0 18 Apr 2025
Vision-Language Model for Object Detection and Segmentation: A Review and Evaluation Yongchao Feng Yajie Liu Shuai Yang Wenrui Cai Jingyang Zhang ... Jiahui Lv Ziqiang Liu Tengyuan Shi Qingjie Liu Yixuan Wang MLLM VLM 63 1 0 13 Apr 2025
Learning Object Focused Attention Vivek Trivedy A. Almalki Longin Jan Latecki 36 0 0 10 Apr 2025
D-Feat Occlusions: Diffusion Features for Robustness to Partial Visual Occlusions in Object Recognition Rupayan Mallick Sibo Dong Nataniel Ruiz Sarah Adel Bargal DiffM 49 0 0 08 Apr 2025
URECA: Unique Region Caption Anything Sangbeom Lim J. Kim Heeji Yoon Jaewoo Jung Seungryong Kim 31 0 0 07 Apr 2025
Towards Unified Referring Expression Segmentation Across Omni-Level Visual Target Granularities Jing Liu Wenxuan Wang Yisi Zhang Yepeng Tang Xingjian He Longteng Guo Tongtian Yue Xinlong Wang ObjD 53 0 0 02 Apr 2025
POPEN: Preference-Based Optimization and Ensemble for LVLM-Based Reasoning Segmentation Lanyun Zhu Tianrun Chen Qianxiong Xu Xuanyi Liu Deyi Ji Haiyang Wu De Wen Soh Xiaozhong Liu VLM LRM 50 0 0 01 Apr 2025
MMR: A Large-scale Benchmark Dataset for Multi-target and Multi-granularity Reasoning Segmentation Donggon Jang Yucheol Cho Suin Lee Taehyeon Kim Dae-Shik Kim VLM 65 1 0 18 Mar 2025
HiMTok: Learning Hierarchical Mask Tokens for Image Segmentation with Large Multimodal Model Tao Wang Changxu Cheng Lingfeng Wang Senda Chen Wuyue Zhao VLM 72 0 0 17 Mar 2025
GroundingSuite: Measuring Complex Multi-Granular Pixel Grounding R. Hu Lianghui Zhu Yuxuan Zhang Tianheng Cheng Lei Liu Heng Liu Longjin Ran Xiaoxin Chen Wenyu Liu Xinggang Wang ObjD 61 0 0 13 Mar 2025
UFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Language Interface Hao Tang Chenwei Xie Haiyang Wang Xiaoyi Bao Tingyu Weng Pandeng Li Yun Zheng Liwei Wang ObjD VLM 62 0 0 03 Mar 2025
QueryAdapter: Rapid Adaptation of Vision-Language Models in Response to Natural Language Queries N. H. Chapman Feras Dayoub Will N. Browne Christopher F. Lehnert VLM 77 0 0 26 Feb 2025
Pixel-Level Reasoning Segmentation via Multi-turn Conversations Dexian Cai Xiaocui Yang Yongkang Liu Daling Wang Shi Feng Yifei Zhang Soujanya Poria LRM 87 0 0 13 Feb 2025
The Devil is in Temporal Token: High Quality Video Reasoning Segmentation Sitong Gong Yunzhi Zhuge Lu Zhang Z. Yang Pingping Zhang Huchuan Lu 41 0 0 15 Jan 2025
Guided SAM: Label-Efficient Part Segmentation S.B. van Rooij G.J. Burghouts VLM 43 0 0 13 Jan 2025
Accounting for Focus Ambiguity in Visual Questions Chongyan Chen Yu-Yun Tseng Zhuoheng Li Anush Venkatesh Danna Gurari 41 0 0 04 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 99 48 0 03 Jan 2025
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 109 6 0 27 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 44 6 0 07 Nov 2024
SegLLM: Multi-round Reasoning Segmentation XuDong Wang Shaolun Zhang Shufan Li Konstantinos Kallidromitis Kehan Li Yusuke Kato Kazuki Kozuka Trevor Darrell VLM LRM 50 1 0 24 Oct 2024
Bridge the Points: Graph-based Few-shot Segment Anything Semantically Anqi Zhang Guangyu Gao Jianbo Jiao C. Liu Yunchao Wei VLM 31 3 0 09 Oct 2024
TROPE: TRaining-Free Object-Part Enhancement for Seamlessly Improving Fine-Grained Zero-Shot Image Captioning Joshua Forster Feinglass Yezhou Yang 31 0 0 30 Sep 2024
One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos Zechen Bai Tong He Haiyang Mei Pichao Wang Ziteng Gao Joya Chen Lei Liu Zheng Zhang Mike Zheng Shou VLM VOS MLLM 45 17 0 29 Sep 2024
Instruction-guided Multi-Granularity Segmentation and Captioning with Large Multimodal Model Li Zhou Xu Yuan Zenghui Sun Zikun Zhou Jingsong Lan VLM MLLM 127 3 0 20 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 39 11 0 01 Sep 2024
OpenScan: A Benchmark for Generalized Open-Vocabulary 3D Scene Understanding Youjun Zhao Jiaying Lin Shuquan Ye Qianshi Pang Rynson W. H. Lau 64 1 0 20 Aug 2024
Visual Agents as Fast and Slow Thinkers Guangyan Sun Mingyu Jin Zhenting Wang Cheng-Long Wang Siqi Ma Qifan Wang Ying Nian Wu Ying Nian Wu Dongfang Liu Dongfang Liu LLMAG LRM 79 13 0 16 Aug 2024
PartGLEE: A Foundation Model for Recognizing and Parsing Any Objects Junyi Li Junfeng Wu Weizhi Zhao Song Bai Xiang Bai 41 1 0 23 Jul 2024
PartImageNet++ Dataset: Scaling up Part-based Models for Robust Recognition Xiao-Li Li Yining Liu Na Dong Sitian Qin Xiaolin Hu 41 3 0 15 Jul 2024
WPS-SAM: Towards Weakly-Supervised Part Segmentation with Foundation Models Xin-Jian Wu Rui-Song Zhang Jie Qin Shijie Ma Cheng-Lin Liu VLM 32 1 0 14 Jul 2024
SPIN: Hierarchical Segmentation with Subpart Granularity in Natural Images Josh Myers-Dean Jarek Reynolds Brian Price Yifei Fan Danna Gurari 46 2 0 12 Jul 2024
3x2: 3D Object Part Segmentation by 2D Semantic Correspondences Anh Thai Weiyao Wang Hao Tang Stefan Stojanov Matt Feiszli James M. Rehg 3DPC 47 3 0 12 Jul 2024
Segment Anything without Supervision Xudong Wang Jingfeng Yang Trevor Darrell VLM 43 10 0 28 Jun 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 61 25 0 28 Jun 2024
MG-LLaVA: Towards Multi-Granularity Visual Instruction Tuning Xiangyu Zhao Xiangtai Li Haodong Duan Haian Huang Yining Li Kai Chen Hua Yang VLM MLLM 45 10 0 25 Jun 2024
MAC: A Benchmark for Multiple Attributes Compositional Zero-Shot Learning Shuo Xu Sai Wang Xinyue Hu Yutian Lin Bo Du Yu Wu CoGe 59 0 0 18 Jun 2024
Inpainting the Gaps: A Novel Framework for Evaluating Explanation Methods in Vision Transformers Lokesh Badisa Sumohana S. Channappayya 45 0 0 17 Jun 2024
Open-Vocabulary Part-Based Grasping Tjeard van Oort Dimity Miller Will N. Browne Nicolas Marticorena Jesse Haviland Niko Suenderhauf 3DPC 32 2 0 10 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 80 12 0 09 Jun 2024
SOHES: Self-supervised Open-world Hierarchical Entity Segmentation Shengcao Cao Jiuxiang Gu Jason Kuen Hao Tan Ruiyi Zhang Handong Zhao A. Nenkova Liangyan Gui Tong Sun Yu-Xiong Wang VLM OCL 46 3 0 18 Apr 2024
Resilience through Scene Context in Visual Referring Expression Generation Simeon Junker Sina Zarrieß 36 0 0 18 Apr 2024
CoReS: Orchestrating the Dance of Reasoning and Segmentation Xiaoyi Bao Siyang Sun Shuailei Ma Kecheng Zheng Yuxin Guo Guosheng Zhao Yun Zheng Xingang Wang LRM 36 7 0 08 Apr 2024
Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want Weifeng Lin Xinyu Wei Ruichuan An Peng Gao Bocheng Zou Yulin Luo Siyuan Huang Shanghang Zhang Hongsheng Li VLM 69 33 0 29 Mar 2024
PSALM: Pixelwise SegmentAtion with Large Multi-Modal Model Zheng-Wei Zhang Yeyao Ma Enming Zhang Xiang Bai VLM MLLM 39 30 0 21 Mar 2024
Empowering Segmentation Ability to Multi-modal Large Language Models Yuqi Yang Peng-Tao Jiang Jing Wang Hao Zhang Kai Zhao Jinwei Chen Bo-wen Li LRM VLM 27 3 0 21 Mar 2024
ManipVQA: Injecting Robotic Affordance and Physically Grounded Information into Multi-Modal Large Language Models Siyuan Huang Iaroslav Ponomarenko Zhengkai Jiang Xiaoqi Li Xiaobin Hu Peng Gao Hongsheng Li Hao Dong LM&Ro 37 16 0 17 Mar 2024
Multi-modal Instruction Tuned LLMs with Fine-grained Visual Perception Jun-Yan He Yifan Wang Lijun Wang Huchuan Lu Jun-Yan He Jinpeng Lan Bin Luo Xuansong Xie MLLM VLM 37 19 0 05 Mar 2024
GROUNDHOG: Grounding Large Language Models to Holistic Segmentation Yichi Zhang Ziqiao Ma Xiaofeng Gao Suhaila Shakiah Qiaozi Gao Joyce Chai MLLM VLM 42 39 0 26 Feb 2024
LLMBind: A Unified Modality-Task Integration Framework Bin Zhu Munan Ning Peng Jin Bin Lin Jinfa Huang ... Junwu Zhang Zhenyu Tang Mingjun Pan Xing Zhou Li-ming Yuan MLLM 40 6 0 22 Feb 2024