v1v2 (latest)

Faster Segment Anything: Towards Lightweight SAM for Mobile Applications

25 June 2023

Yu Qiao

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Papers citing "Faster Segment Anything: Towards Lightweight SAM for Mobile Applications"

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Title
SegmentAnyBone: A Universal Model that Segments Any Bone at Any Location on MRI Han Gu R. Colglazier Haoyu Dong Jikai Zhang Yaqian Chen ... Jisoo Lee Brandon Ramirez Darui Lu Jay M. Levin Maciej A. Mazurowski 176 17 0 23 Jan 2024
HomeRobot Open Vocabulary Mobile Manipulation Challenge 2023 Participant Report (Team KuzHum) Volodymyr Kuzma Vladyslav Humennyy Ruslan Partsey VLM 88 2 0 22 Jan 2024
Generative AI-Driven Human Digital Twin in IoT-Healthcare: A Comprehensive SurveyIEEE Internet of Things Journal (IEEE IoT J.), 2024 Jiayuan Chen You Shi Changyan Yi Hongyang Du Jiawen Kang Dusit Niyato 184 62 0 22 Jan 2024
RMP-SAM: Towards Real-Time Multi-Purpose Segment Anything Shilin Xu Haobo Yuan Qingyu Shi Lu Qi Jingbo Wang ... Kai Chen Yunhai Tong Guohao Li Xiangtai Li Ming-Hsuan Yang VLM 86 9 0 18 Jan 2024
An Efficient Instance Segmentation Framework Based on Oriented Bounding Boxes Zhen Zhou Junfeng Fan Yunkai Ma Sihan Zhao Fengshui Jing M. Tan ISeg 146 0 0 16 Jan 2024
SamLP: A Customized Segment Anything Model for License Plate Detection Haoxuan Ding Junyuan Gao Yuan. Yuan Qi. Wang MLLM VLM 173 10 0 12 Jan 2024
RoboFusion: Towards Robust Multi-Modal 3D Object Detection via SAMInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 Ziying Song Guoxin Zhang Lin Liu Lei Yang Shaoqing Xu Caiyan Jia Feiyang Jia Li-e Wang 316 28 0 08 Jan 2024
Open-Vocabulary SAM: Segment and Recognize Twenty-thousand Classes Interactively Haobo Yuan Xiangtai Li Chong Zhou Yining Li Kai Chen Chen Change Loy VLM 249 85 0 05 Jan 2024
BA-SAM: Scalable Bias-Mode Attention Mask for Segment Anything ModelComputer Vision and Pattern Recognition (CVPR), 2024 Yiran Song Qianyu Zhou Hefei Ling Deng-Ping Fan Xuequan Lu Lizhuang Ma VLM 430 20 0 04 Jan 2024
Generalizable Visual Reinforcement Learning with Segment Anything Model Ziyu Wang Yanjie Ze Yifei Sun Zhecheng Yuan Huazhe Xu VLM 155 11 0 28 Dec 2023
Segment Any Events via Weighted Adaptation of Pivotal Tokens Zhiwen Chen Zhiyu Zhu Yifan Zhang Xianqiang Lyu Guangming Shi Jinjian Wu 229 9 0 24 Dec 2023
TinySAM: Pushing the Envelope for Efficient Segment Anything Model Han Shu Wenshuo Li Yehui Tang Yiman Zhang Yihao Chen Houqiang Li Yunhe Wang Xinghao Chen VLM 370 35 0 21 Dec 2023
Neural feels with neural fields: Visuo-tactile perception for in-hand manipulation Sudharshan Suresh Haozhi Qi Tingfan Wu Taosha Fan Luis Villaseñor-Pineda ... Mrinal Kalakrishnan Roberto Calandra Michael Kaess Joseph Ortiz Mustafa Mukadam 214 43 0 20 Dec 2023
MobileSAMv2: Faster Segment Anything to Everything Chaoning Zhang Dongshen Han Sheng Zheng J. Choi Tae-Ho Kim Choong Seon Hong VLM 177 45 0 15 Dec 2023
Enlighten-Your-Voice: When Multimodal Meets Zero-shot Low-light Image Enhancement Xiaofeng Zhang Zishan Xu Hao Tang Chaochen Gu Wei Chen Shanying Zhu Xinping Guan 230 4 0 15 Dec 2023
Tokenize Anything via PromptingEuropean Conference on Computer Vision (ECCV), 2023 Ting Pan Lulu Tang Xinlong Wang Shiguang Shan VLM 211 35 0 14 Dec 2023
Foundation Models in Robotics: Applications, Challenges, and the Future Roya Firoozi Johnathan Tucker Stephen Tian Anirudha Majumdar Jiankai Sun ... Brian Ichter Danny Driess Jiajun Wu Cewu Lu Mac Schwager LM&Ro AI4CE LRM VLM 244 267 0 13 Dec 2023
Cooperation Does Matter: Exploring Multi-Order Bilateral Relations for Audio-Visual Segmentation Qi Yang Xing Nie Tong Li Pengfei Gao Ying Guo Cheng Zhen Pengfei Yan Shiming Xiang VOS 174 24 0 11 Dec 2023
RepViT-SAM: Towards Real-Time Segmenting Anything Ao Wang Hui Chen Zijia Lin Jungong Han Guiguang Ding VLM 201 29 0 10 Dec 2023
SlimSAM: 0.1% Data Makes Segment Anything SlimNeural Information Processing Systems (NeurIPS), 2023 Zigeng Chen Gongfan Fang Xinyin Ma Xinchao Wang 305 21 0 08 Dec 2023
VLFM: Vision-Language Frontier Maps for Zero-Shot Semantic Navigation Naoki Yokoyama Sehoon Ha Dhruv Batra Jiuguang Wang Bernadette Bucher LM&Ro 209 191 0 06 Dec 2023
EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment AnythingComputer Vision and Pattern Recognition (CVPR), 2023 Yunyang Xiong Bala Varadarajan Lemeng Wu Xiaoyu Xiang Fanyi Xiao ... Dilin Wang Fei Sun Forrest N. Iandola Raghuraman Krishnamoorthi Vikas Chandra VLM 320 230 0 01 Dec 2023
Gaussian Grouping: Segment and Edit Anything in 3D ScenesEuropean Conference on Computer Vision (ECCV), 2023 Mingqiao Ye Martin Danelljan Fisher Yu Lei Ke 3DGS DiffM 335 312 0 01 Dec 2023
Unleashing the Power of Prompt-driven Nucleus Instance SegmentationEuropean Conference on Computer Vision (ECCV), 2023 Honglin Li Yunlong Zhang Kai Yao Chenglu Zhu Sunyi Zheng Jingxiong Li Honglin Li Yuxuan Sun Ruizhe Guo Lin Yang 333 23 0 27 Nov 2023
SAM-6D: Segment Anything Model Meets Zero-Shot 6D Object Pose EstimationComputer Vision and Pattern Recognition (CVPR), 2023 Jiehong Lin Lihua Liu Dekun Lu Kui Jia VLM 315 120 0 27 Nov 2023
Segment (Almost) Nothing: Prompt-Agnostic Adversarial Attacks on Segmentation Models Francesco Croce Matthias Hein VLM 166 5 0 24 Nov 2023
SAM4UDASS: When SAM Meets Unsupervised Domain Adaptive Semantic Segmentation in Intelligent VehiclesIEEE Transactions on Intelligent Vehicles (TIV), 2023 Weihao Yan Yeqiang Qian Xingyuan Chen Hanyang Zhuang Chunxiang Wang Ming Yang 137 15 0 22 Nov 2023
EdgeFM: Leveraging Foundation Model for Open-set Learning on the Edge Bufang Yang Lixing He Neiwen Ling Zhenyu Yan Guoliang Xing Xian Shuai Xiaozhe Ren Xin Jiang 378 33 0 18 Nov 2023
AdapterShadow: Adapting Segment Anything Model for Shadow Detection Lei Jie Hui Zhang VLM 136 3 0 15 Nov 2023
Towards Feasible Dynamic Grasping: Leveraging Gaussian Process Distance Field, SE(3) Equivariance and Riemannian Mixture ModelsIEEE International Conference on Robotics and Automation (ICRA), 2023 Ho Jin Choi Nadia Figueroa 288 6 0 05 Nov 2023
SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding Haoxiang Wang Pavan Kumar Anasosalu Vasu Fartash Faghri Raviteja Vemulapalli Mehrdad Farajtabar Sachin Mehta Mohammad Rastegari Oncel Tuzel Hadi Pouransari VLM 532 123 0 23 Oct 2023
Weakly-Supervised Semantic Segmentation with Image-Level Labels: from Traditional Models to Foundation ModelsACM Computing Surveys (ACM Comput. Surv.), 2023 Zhaozheng Chen Qianru Sun VLM 418 23 0 19 Oct 2023
Black-box Targeted Adversarial Attack on Segment Anything (SAM) Sheng Zheng Chaoning Zhang Xinhong Hao AAML 358 12 0 16 Oct 2023
STOPNet: Multiview-based 6-DoF Suction Detection for Transparent Objects on Production LinesIEEE International Conference on Robotics and Automation (ICRA), 2023 Yuxuan Kuang Qin Han Danshi Li Qiyu Dai Lian Ding Dong Sun Hanlin Zhao He Wang 3DPC 179 4 0 09 Oct 2023
UniQuadric: A SLAM Backend for Unknown Rigid Object 3D Tracking and Light-Weight Modeling Linghao Yang Yanmin Wu Yu Deng Rui Tian Xinggang Hu Tiefeng Ma 159 1 0 29 Sep 2023
nnSAM: Plug-and-play Segment Anything Model Improves nnUNet Performance Yunxiang Li Jing Xu Zihan Li Jing Wang You Zhang 168 26 0 29 Sep 2023
Skip-Connected Neural Networks with Layout Graphs for Floor Plan Auto-Generation Yuntae Jeon D. Tran Seunghee Park 3DPC 120 2 0 25 Sep 2023
MOSAIC: Multi-Object Segmented Arbitrary Stylization Using CLIP Prajwal Ganugula Y. Kumar N. Reddy Prabhath Chellingi A. Thakur Neeraj Kasera C. S. Anand CLIP DiffM 137 4 0 24 Sep 2023
General In-Hand Object Rotation with Vision and TouchConference on Robot Learning (CoRL), 2023 Haozhi Qi Brent Yi Sudharshan Suresh Mike Lambeta Yi Ma Roberto Calandra Jitendra Malik 251 129 0 18 Sep 2023
Tracking Anything with Decoupled Video SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Ho Kei Cheng Seoung Wug Oh Brian L. Price Alexander Schwing Joon-Young Lee VOS VLM 259 197 0 07 Sep 2023
Adapting Segment Anything Model for Change Detection in HR Remote Sensing ImagesIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023 Lei Ding Kun Zhu Daifeng Peng Hao Tang Kuiwu Yang Lorenzo Bruzzone 433 144 0 04 Sep 2023
SPPNet: A Single-Point Prompt Network for Nuclei Image Segmentation Qing Xu Wenwei Kuang Zeyu Zhang Xueyao Bao Haoran Chen Wenting Duan VLM 96 20 0 23 Aug 2023
Large Language Models and Foundation Models in Smart Agriculture: Basics, Opportunities, and Challenges Jiajia Li Mingle Xu Lirong Xiang Dong Chen Weichao Zhuang Xunyuan Yin Zhao Li 473 5 0 13 Aug 2023
SAMFlow: Eliminating Any Fragmentation in Optical Flow with Segment Anything ModelAAAI Conference on Artificial Intelligence (AAAI), 2023 Shili Zhou Ruian He Weimin Tan Bo Yan VLM 152 22 0 31 Jul 2023
Foundational Models Defining a New Era in Vision: A Survey and Outlook Muhammad Awais Muzammal Naseer Salman Khan Rao Muhammad Anwer Hisham Cholakkal M. Shah Ming-Hsuan Yang Fahad Shahbaz Khan VLM 408 151 0 25 Jul 2023
Industrial Segment Anything -- a Case Study in Aircraft Manufacturing, Intralogistics, Maintenance, Repair, and Overhaul Keno Moenck Arne Wendt Philipp Prünte Julian Koch Arne Sahrhage ... Falko Kähler Dirk Holst Martin Gomse Thorsten Schuppstuhl Daniel Schoepflin VLM 184 7 0 24 Jul 2023
GEM: Boost Simple Network for Glass Surface Segmentation via Vision Foundation ModelsIEEE transactions on multimedia (IEEE TMM), 2023 Jing Hao Xinyu Li Liang Gao Shumin Han VLM DiffM 246 4 0 22 Jul 2023
Boosting Federated Learning Convergence with Prototype Regularization Yu Qiao Huy Q. Le Choong Seon Hong FedML 119 7 0 20 Jul 2023
RepViT: Revisiting Mobile CNN From ViT PerspectiveComputer Vision and Pattern Recognition (CVPR), 2023 Ao Wang Hui Chen Zijia Lin Hengjun Pu Guiguang Ding 410 421 0 18 Jul 2023
Open Scene Understanding: Grounded Situation Recognition Meets Segment Anything for Helping People with Visual Impairments R. Liu Kailai Li Kunyu Peng Junwei Zheng Ke Cao Yufan Chen Kailun Yang Rainer Stiefelhagen 130 22 0 15 Jul 2023