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LVIS: A Dataset for Large Vocabulary Instance Segmentation

Computer Vision and Pattern Recognition (CVPR), 2019

8 August 2019

Piotr Dollár

Papers citing "LVIS: A Dataset for Large Vocabulary Instance Segmentation"

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Title
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Better, Stronger, Faster: Tackling the Trilemma in MLLM-based Segmentation with Simultaneous Textual Mask Prediction Jiazhen Liu Mingkuan Feng Long Chen 68 0 0 29 Nov 2025
Can Multi-Modal LLMs Provide Live Step-by-Step Task Guidance? Apratim Bhattacharyya Bicheng Xu Sanjay Haresh Reza Pourreza Litian Liu Sunny Panchal Pulkit Madan Leonid Sigal Roland Memisevic 104 0 0 27 Nov 2025
OVOD-Agent: A Markov-Bandit Framework for Proactive Visual Reasoning and Self-Evolving Detection Chujie Wang Jianyu Lu Zhiyuan Luo Xi Chen Chu He LM&Ro 242 0 0 26 Nov 2025
NNGPT: Rethinking AutoML with Large Language Models Roman Kochnev Waleed Khalid Tolgay Atinc Uzun X. Zhang Yashkumar Sanjaybhai Dhameliya ... Chandini Vysyaraju Raghuvir Duvvuri Avi Goyal D. Ignatov Radu Timofte LM&MA LRM 195 5 0 25 Nov 2025
LocateAnything3D: Vision-Language 3D Detection with Chain-of-Sight Yunze Man S. S. Wang Guowen Zhang Johan Bjorck Zhiqi Li Liang-Yan Gui Jim Fan Jan Kautz Yu Wang Zhiding Yu 121 0 0 25 Nov 2025
State and Scene Enhanced Prototypes for Weakly Supervised Open-Vocabulary Object Detection Jiaying Zhou Qingchao Chen 104 0 0 22 Nov 2025
SAM 3D: 3Dfy Anything in Images SAM 3D Team Xingyu Chen Fu-Jen Chu Pierre Gleize Kevin J. Liang ... Bowen Zhang Piotr Dollár Georgia Gkioxari Matt Feiszli Jitendra Malik 319 4 0 20 Nov 2025
RoboAfford++: A Generative AI-Enhanced Dataset for Multimodal Affordance Learning in Robotic Manipulation and Navigation Xiaoshuai Hao Yingbo Tang Lingfeng Zhang Yanbiao Ma Yunfeng Diao Ziyu Jia Wenbo Ding Hangjun Ye L. Chen LM&Ro 213 0 0 16 Nov 2025
GazeVLM: A Vision-Language Model for Multi-Task Gaze Understanding Athul M. Mathew Haithem Hermassi Thariq Khalid Arshad Ali Khan R. Souissi 96 0 0 09 Nov 2025
iFlyBot-VLM Technical Report Xin Nie Zhiyuan Cheng Yuan Zhang Chao Ji Jiajia wu Yuhan Zhang Jia Pan LM&Ro 318 0 0 07 Nov 2025
In-Context Adaptation of VLMs for Few-Shot Cell Detection in Optical Microscopy Shreyan Ganguly Angona Biswas Jaydeep Rade Md Hasibul Hasan Hasib Nabila Masud ... Ushashi Bhattacharjee Aditya Balu A. Sarkar A. Krishnamurthy Soumik Sarkar ObjD VLM 224 0 0 04 Nov 2025
OLATverse: A Large-scale Real-world Object Dataset with Precise Lighting Control Xilong Zhou Jianchun Chen Pramod Rao Timo Teufel Linjie Lyu Tigran Minasian Oleksandr Sotnychenko Xiao-Xiao Long Marc Habermann Christian Theobalt 206 1 0 04 Nov 2025
TRACE: Textual Reasoning for Affordance Coordinate Extraction S. Park Jin Kim Yuchen Cui Matthew S. Brown LM&Ro LRM 299 0 0 03 Nov 2025
LangHOPS: Language Grounded Hierarchical Open-Vocabulary Part Segmentation Yang Miao Jan-Nico Zaech Xi Wang Fabien Despinoy Danda Pani Paudel Luc Van Gool VLM 314 0 0 29 Oct 2025
PixelRefer: A Unified Framework for Spatio-Temporal Object Referring with Arbitrary Granularity Yuqian Yuan W. Zhang Xin Li Shihao Wang Kehan Li Wentong Li Jun Xiao Lei Zhang Beng Chin Ooi ObjD 350 0 0 27 Oct 2025
Grasp Any Region: Towards Precise, Contextual Pixel Understanding for Multimodal LLMs Haochen Wang Yuhao Wang Tao Zhang Yikang Zhou Yanwei Li ... Anran Wang Yunhai Tong Z. Wang X. Li Zhaoxiang Zhang VLM 197 0 0 21 Oct 2025
BlendCLIP: Bridging Synthetic and Real Domains for Zero-Shot 3D Object Classification with Multimodal Pretraining Ajinkya Khoche Gergő László Nagy Maciej K. Wozniak Thomas Gustafsson Patric Jensfelt 126 0 0 21 Oct 2025
Beyond Frequency: Scoring-Driven Debiasing for Object Detection via Blueprint-Prompted Image Synthesis Xinhao Cai Liulei Li Gensheng Pei Tao Chen Jinshan Pan Yazhou Yao Wenguan Wang 160 0 0 21 Oct 2025
UrbanVerse: Scaling Urban Simulation by Watching City-Tour Videos Mingxuan Liu Honglin He Elisa Ricci Wayne Wu Bolei Zhou VGen 128 0 0 16 Oct 2025
MOBIUS: Big-to-Mobile Universal Instance Segmentation via Multi-modal Bottleneck Fusion and Calibrated Decoder Pruning Mattia Segu Marta Tintore Gazulla Yongqin Xian Luc Van Gool Federico Tombari 82 0 0 16 Oct 2025
MaskCaptioner: Learning to Jointly Segment and Caption Object Trajectories in Videos Gabriel Fiastre Antoine Yang Cordelia Schmid VOS 410 0 0 16 Oct 2025
CoT-PL: Visual Chain-of-Thought Reasoning Meets Pseudo-Labeling for Open-Vocabulary Object Detection Hojun Choi Youngsun Lim Jaeyo Shin Hyunjung Shim ObjD LRM VLM 321 1 0 16 Oct 2025
Generative Universal Verifier as Multimodal Meta-Reasoner Xinchen Zhang X. Zhang Youbin Wu Yanbin Cao Renrui Zhang Ruihang Chu Ling Yang Yujiu Yang LRM 164 3 0 15 Oct 2025
Detect Anything via Next Point Prediction Qing Jiang Junan Huo Xingyu Chen Yuda Xiong Zhaoyang Zeng Yihao Chen Tianhe Ren Junzhi Yu Lei Zhang ObjD 207 11 0 14 Oct 2025
FG-CLIP 2: A Bilingual Fine-grained Vision-Language Alignment Model Chunyu Xie Bin Wang Fanjing Kong Jincheng Li Dawei Liang Ji Ao Dawei Leng Yuhui Yin VLM 233 2 0 13 Oct 2025
Image-to-Video Transfer Learning based on Image-Language Foundation Models: A Comprehensive Survey Jinxuan Li Chaolei Tan Haoxuan Chen Jianxin Ma Jian-Fang Hu Wei-Shi Zheng Jianhuang Lai VLM 141 1 0 12 Oct 2025
Unified Open-World Segmentation with Multi-Modal Prompts Yang Liu Yufei Yin Chenchen Jing M. Zhu Hao Chen Yuling Xi Bo Feng Hao Wang Shiyu Li Chunhua Shen VLM 106 0 0 12 Oct 2025
Synthetic Object Compositions for Scalable and Accurate Learning in Detection, Segmentation, and Grounding Weikai Huang Jieyu Zhang Taoyang Jia Chenhao Zheng Ziqi Gao J. S. Park Winson Han Ranjay Krishna 217 0 0 10 Oct 2025
Cross-View Open-Vocabulary Object Detection in Aerial Imagery Jyoti Kini Rohit Gupta Mubarak Shah ObjD VLM 181 0 0 04 Oct 2025
VLM-FO1: Bridging the Gap Between High-Level Reasoning and Fine-Grained Perception in VLMs Peng Liu H. Shen Chunxin Fang Zhicheng Sun Jiajia Liao T. Zhao MLLM ObjD VLM LRM 205 2 0 30 Sep 2025
C3-OWD: A Curriculum Cross-modal Contrastive Learning Framework for Open-World Detection Siheng Wang Zhengdao Li Yanshu Li Canran Xiao Haibo Zhan ... Zhikang Dong Jifeng Shen Junhao Dong Qiang Sun Piotr Koniusz ObjD VLM 220 6 0 27 Sep 2025
Video models are zero-shot learners and reasoners Thaddäus Wiedemer Yuxuan Li Paul Vicol Shixiang Shane Gu Nick Matarese Kevin Swersky Been Kim P. Jaini Robert Geirhos VLM LRM 244 50 0 24 Sep 2025
Lattice Boltzmann Model for Learning Real-World Pixel Dynamicity Guangze Zheng Shijie Lin Haobo Zuo Si Si Ming-Shan Wang Changhong Fu Jia Pan 174 0 0 20 Sep 2025
MMMS: Multi-Modal Multi-Surface Interactive Segmentation Robin Schon Julian Lorenz K. Ludwig Daniel Kienzle Rainer Lienhart 120 0 0 16 Sep 2025
Mitigating Hallucinations in Large Vision-Language Models by Self-Injecting Hallucinations Y. Lu Ziqi Zhang Chunfeng Yuan Jun Gao Congxuan Zhang Xiaojuan Qi Bing Li Weiming Hu MLLM VLM 93 0 0 14 Sep 2025
Augment to Segment: Tackling Pixel-Level Imbalance in Wheat Disease and Pest Segmentation Tianqi Wei Xin Yu Zhi Chen Scott Chapman Zi-Rui Huang 118 0 0 12 Sep 2025
OmniEVA: Embodied Versatile Planner via Task-Adaptive 3D-Grounded and Embodiment-aware Reasoning Yuecheng Liu Dafeng Chi Shiguang Wu Zhanguang Zhang Yuzheng Zhuang ... Pengwei Xie David Gamaliel Arcos Bravo Yingxue Zhang Jianye Hao Xingyue Quan LM&Ro LRM 162 2 0 11 Sep 2025
When Language Model Guides Vision: Grounding DINO for Cattle Muzzle Detection Rabin Dulal Lihong Zheng M. A. Kabir 92 0 0 08 Sep 2025
Harnessing Object Grounding for Time-Sensitive Video Understanding Tz-Ying Wu S. N. Sridhar Subarna Tripathi 137 0 0 08 Sep 2025
Light-Weight Cross-Modal Enhancement Method with Benchmark Construction for UAV-based Open-Vocabulary Object Detection Zhenhai Weng Xinjie Li Can Wu Weijie He Jianfeng Lv Dong Zhou Zhongliang Yu ObjD VLM 227 0 0 07 Sep 2025
UniView: Enhancing Novel View Synthesis From A Single Image By Unifying Reference Features Haowang Cui Rui Chen Tao Luo Rui Li Jiaze Wang 129 0 0 05 Sep 2025
InstaDA: Augmenting Instance Segmentation Data with Dual-Agent System Xianbao Hou Yonghao He Zeyd Boukhers John See Hu Su Wei Sui Cong Yang DiffM VLM 117 0 0 03 Sep 2025
Improving Long-Tailed Object Detection with Balanced Group Softmax and Metric LearningInternational Computer Science Conference (ICSC), 2025 Satyam Gaba 76 0 0 02 Sep 2025
Robix: A Unified Model for Robot Interaction, Reasoning and Planning Huang Fang Mengxi Zhang Heng Dong Wei Li Z. Wang Qifeng Zhang Xueyun Tian Yucheng Hu Hang Li LM&Ro LRM 156 7 0 01 Sep 2025
Measuring Image-Relation Alignment: Reference-Free Evaluation of VLMs and Synthetic Pre-training for Open-Vocabulary Scene Graph Generation Maelic Neau Zoe Falomir Cédric Buche Akihiro Sugimoto 109 0 0 01 Sep 2025
Rethinking Human-Object Interaction Evaluation for both Vision-Language Models and HOI-Specific Methods Qinqian Lei Bo Wang R. Tan VLM 107 0 0 26 Aug 2025
Robust and Label-Efficient Deep Waste Detection Hassan Abid Khan Muhammad M. H. Khan HAI VLM 120 0 0 26 Aug 2025
Few-Shot Pattern Detection via Template Matching and Regression Eunchan Jo Dahyun Kang Sanghyun Kim Yunseon Choi Minsu Cho 114 0 0 25 Aug 2025