v1v2v3 (latest)

Generation and Comprehension of Unambiguous Object Descriptions

7 November 2015

ArXiv (abs)PDF HTML Github (164★)

Papers citing "Generation and Comprehension of Unambiguous Object Descriptions"

50 / 917 papers shown

Title
InstructPart: Task-Oriented Part Segmentation with Instruction ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Zifu Wan Yaqi Xie Ce Zhang Zhiqiu Lin Zihan Wang Simon Stepputtis Deva Ramanan Katia Sycara 163 3 0 23 May 2025
Segment Anyword: Mask Prompt Inversion for Open-Set Grounded Segmentation Zhihua Liu Amrutha Saseendran Lei Tong Xilin He Fariba Yousefi ... Dino Oglic Tom Diethe Philip Teare Huiyu Zhou Chen Jin VLM 587 3 0 23 May 2025
Analyzing Fine-Grained Alignment and Enhancing Vision Understanding in Multimodal Language Models Jiachen Jiang Jinxin Zhou Bo Peng Xia Ning Zhihui Zhu 256 1 0 22 May 2025
Ground-V: Teaching VLMs to Ground Complex Instructions in PixelsComputer Vision and Pattern Recognition (CVPR), 2025 Yongshuo Zong Qin Zhang Dongsheng An Zhihua Li Xiang Xu Linghan Xu Zhuowen Tu Yifan Xing Onkar Dabeer ObjD 257 3 0 20 May 2025
Advancing Sequential Numerical Prediction in Autoregressive ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Xiang Fei Jinghui Lu Qi Sun Hao Feng Yanjie Wang Wei Shi An-Lan Wang Jingqun Tang Can Huang AI4TS 515 5 0 19 May 2025
Spatial-LLaVA: Enhancing Large Language Models with Spatial Referring Expressions for Visual Understanding Xuefei Sun Doncey Albin Cecilia Mauceri Dusty Woods Christoffer Heckman LRM 173 1 0 18 May 2025
Beyond General Prompts: Automated Prompt Refinement using Contrastive Class Alignment Scores for Disambiguating Objects in Vision-Language Models Lucas Choi Ross Greer VLM 355 1 0 14 May 2025
Bias and Generalizability of Foundation Models across Datasets in Breast MammographyInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Elodie Germani Selin Türk Ilayda Zeineddine Fatima Mourad Charbel Shadi Albarqouni AI4CE 296 3 0 14 May 2025
SITE: towards Spatial Intelligence Thorough Evaluation Wenjie Wang Reuben Tan Pengyue Zhu Jianwei Yang Zhengyuan Yang Lijuan Wang Andrey Kolobov Jianfeng Gao Boqing Gong 233 6 0 08 May 2025
RoboOS: A Hierarchical Embodied Framework for Cross-Embodiment and Multi-Agent Collaboration Huajie Tan Xiaoshuai Hao Cheng Chi Minglan Lin Yaoxu Lyu ... Yulong Ao Yonghua Lin Pengwei Wang Zhongyuan Wang Shanghang Zhang LM&Ro 334 7 0 06 May 2025
SEFE: Superficial and Essential Forgetting Eliminator for Multimodal Continual Instruction Tuning Jinpeng Chen Runmin Cong Yuzhi Zhao Hongzheng Yang Guangneng Hu H. Ip Sam Kwong CLL KELM 306 7 0 05 May 2025
RESAnything: Attribute Prompting for Arbitrary Referring Segmentation Ruiqi Wang Hao Zhang VLM 241 2 0 03 May 2025
Multimodal Language Models See Better When They Look Shallower Huajun Chen Junyan Lin Xinhao Chen Yue Fan Jianfeng Dong Hui Su Jianfeng Dong Jinlan Fu Xiaoyu Shen VLM 318 4 0 30 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 436 3 0 22 Apr 2025
Progressive Language-guided Visual Learning for Multi-Task Visual Grounding Jingchao Wang Hong Wang Wenlong Zhang Kunhua Ji Dingjiang Huang Yefeng Zheng ObjD 326 2 0 22 Apr 2025
VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models Weiye Xu Jun Wang Weiyun Wang Zhe Chen Wengang Zhou ... Xiaohua Wang Xizhou Zhu Wenhai Wang Jifeng Dai Jinguo Zhu VLM LRM 380 39 0 21 Apr 2025
LGD: Leveraging Generative Descriptions for Zero-Shot Referring Image SegmentationPattern Recognition (Pattern Recogn.), 2025 Jiachen Li Qing Xie Xiaohan Yu Hongyun Wang Jinyu Xu Yongjian Liu ObjD 424 0 0 20 Apr 2025
Visual Intention Grounding for Egocentric Assistants Pengzhan Sun Junbin Xiao Tze Ho Elden Tse Yicong Li Arjun Akula Angela Yao EgoV 227 1 0 18 Apr 2025
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models Jinguo Zhu Weiyun Wang Zhe Chen Ziwei Liu Shenglong Ye ... Dahua Lin Yu Qiao Jifeng Dai Wenhai Wang Wei Wang MLLM VLM 509 738 1 14 Apr 2025
Perception-R1: Pioneering Perception Policy with Reinforcement Learning En Yu Kangheng Lin Liang Zhao Jisheng Yin Yana Wei ... Zheng Ge Xiangyu Zhang Daxin Jiang Jingyu Wang Wenbing Tao VLM OffRL LRM 267 52 0 10 Apr 2025
AerialVG: A Challenging Benchmark for Aerial Visual Grounding by Exploring Positional Relations Junli Liu Qizhi Chen Zechuan Wang Yiwen Tang Yiting Zhang Chi Yan Dong Wang Xiaochen Li Jiangwei Zhong CoGe 449 5 0 10 Apr 2025
Window Token Concatenation for Efficient Visual Large Language Models Jiayi Zhang Wentao Bao Botao Ye Zhen Tan Tianlong Chen Huan Liu Yu Kong VLM 224 1 0 05 Apr 2025
Hybrid Global-Local Representation with Augmented Spatial Guidance for Zero-Shot Referring Image SegmentationComputer Vision and Pattern Recognition (CVPR), 2025 Ting Liu Siyuan Li 229 7 0 01 Apr 2025
InstructRestore: Region-Customized Image Restoration with Human Instructions Shixuan Liu Jianqi Ma Lingchen Sun Xiangtao Kong Lei Zhang DiffM 201 1 0 31 Mar 2025
ReferDINO-Plus: 2nd Solution for 4th PVUW MeViS Challenge at CVPR 2025 Tianming Liang Haichao Jiang Wei-Shi Zheng Jian-Fang Hu 255 1 0 30 Mar 2025
Unveiling the Mist over 3D Vision-Language Understanding: Object-centric Evaluation with Chain-of-AnalysisComputer Vision and Pattern Recognition (CVPR), 2025 J. Huang Baoxiong Jia Longji Xu Ziyu Zhu Xiongkun Linghu Qing Li Song-Chun Zhu Siyuan Huang 337 17 0 28 Mar 2025
Qwen2.5-Omni Technical Report Jin Xu Zhifang Guo Jinzheng He Hangrui Hu Ting He ... K. Dang Bin Zhang Xinyu Wang Yunfei Chu Junyang Lin VGen AuLLM 800 320 0 26 Mar 2025
Show or Tell? Effectively prompting Vision-Language Models for semantic segmentation Niccolo Avogaro Thomas Frick Mattia Rigotti Andrea Bartezzaghi Filip M. Janicki Cristiano Malossi Konrad Schindler Roy Assaf MLLM VLM 224 2 0 25 Mar 2025
Visual Position Prompt for MLLM based Visual Grounding Wei Tang Yanpeng Sun Qinying Gu Zechao Li VLM 449 7 0 19 Mar 2025
MMR: A Large-scale Benchmark Dataset for Multi-target and Multi-granularity Reasoning SegmentationInternational Conference on Learning Representations (ICLR), 2025 Donggon Jang Yucheol Cho Suin Lee Taehyeon Kim Dae-Shik Kim VLM 211 17 0 18 Mar 2025
HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Language ModelAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Haiyang Guo Fanhu Zeng Ziwei Xiang Fei Zhu Da-Han Wang Xu-Yao Zhang Cheng-Lin Liu 353 10 0 17 Mar 2025
DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding Xinyu Ma Ziyang Ding Zhicong Luo Chong Chen Zonghao Guo Yang Li Xiaoyi Feng Maosong Sun VLM LRM 255 12 0 17 Mar 2025
Federated Continual Instruction Tuning Haiyang Guo Fanhu Zeng Fei Zhu Wenzhuo Liu Da-Han Wang Jian Xu Xu-Yao Zhang Cheng-Lin Liu CLL FedML 483 6 0 17 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 277 8 0 17 Mar 2025
Grounded Chain-of-Thought for Multimodal Large Language Models Qiong Wu Xiangcong Yang Weihao Ye Chenxin Fang Baiyang Song Xiaoshuai Sun Rongrong Ji LRM 409 23 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 440 4 0 13 Mar 2025
Referring to Any Person Qing Jiang Lin Wu Zhaoyang Zeng Tianhe Ren Yuda Xiong Yihao Chen Qin Liu Lei Zhang 855 12 0 11 Mar 2025
SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator TrajectoriesComputer Vision and Pattern Recognition (CVPR), 2025 Huanyi Zheng Yuzhuo Tian Hao Chen Chunluan Zhou Qingpei Guo Yongxu Liu M. Yang Chunhua Shen MLLM VLM 229 9 0 11 Mar 2025
Boosting the Generalization and Reasoning of Vision Language Models with Curriculum Reinforcement Learning Huilin Deng Ding Zou Rui Ma Hongchen Luo Yang Cao Yu Kang LRM VLM 256 47 0 10 Mar 2025
VisRL: Intention-Driven Visual Perception via Reinforced Reasoning Zhangquan Chen Xufang Luo Dongsheng Li OffRL LRM 385 21 0 10 Mar 2025
Your Large Vision-Language Model Only Needs A Few Attention Heads For Visual GroundingComputer Vision and Pattern Recognition (CVPR), 2025 Seil Kang Jinyeong Kim Junhyeok Kim Seong Jae Hwang VLM 260 29 0 08 Mar 2025
Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best PracticesComputer Vision and Pattern Recognition (CVPR), 2025 Junyan Lin Haoran Chen Yue Fan Yingqi Fan Jianfeng Dong Hui Su Jinlan Fu Xiaoyu Shen 206 10 0 08 Mar 2025
Find First, Track Next: Decoupling Identification and Propagation in Referring Video Object Segmentation Suhwan Cho Seunghoon Lee Minhyeok Lee Jungho Lee Sangyoun Lee VOS 408 3 0 05 Mar 2025
Seeing is Understanding: Unlocking Causal Attention into Modality-Mutual Attention for Multimodal LLMs Wei-Yao Wang Zhao Wang Helen Suzuki Yoshiyuki Kobayashi LRM 298 5 0 04 Mar 2025
Teaching Metric Distance to Discrete Autoregressive Language Models Jiwan Chung Saejin Kim Yongrae Jo Jinho Park Dongjun Min Youngjae Yu 501 0 0 04 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 Nianzu Yang Yun Zheng Liwei Wang ObjD VLM 365 12 0 03 Mar 2025
IteRPrimE: Zero-shot Referring Image Segmentation with Iterative Grad-CAM Refinement and Primary Word EmphasisAAAI Conference on Artificial Intelligence (AAAI), 2025 Yun Wang Jingchen Ni Yong-Jin Liu Chun Yuan Yansong Tang 251 13 0 02 Mar 2025
New Dataset and Methods for Fine-Grained Compositional Referring Expression Comprehension via Specialist-MLLM CollaborationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 X. J. Yang Jing Liu Peng Wang Guoqing Wang Yue Yang Jikang Cheng ObjD 426 2 0 27 Feb 2025
RobustMerge: Parameter-Efficient Model Merging for MLLMs with Direction Robustness Fanhu Zeng Haiyang Guo Fei Zhu Li Shen Hao Tang MoMe 525 7 0 24 Feb 2025
SwimVG: Step-wise Multimodal Fusion and Adaption for Visual Grounding Liangtao Shi Ting Liu Xiantao Hu Yue Hu Quanjun Yin Richang Hong ObjD 356 4 0 24 Feb 2025