Faster Segment Anything: Towards Lightweight SAM for Mobile Applications

25 June 2023

Yu Qiao

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

44 / 44 papers shown

Title
Mix-QSAM: Mixed-Precision Quantization of the Segment Anything Model Navin Ranjan Andreas E. Savakis MQ VLM 61 0 0 08 May 2025
CaRaFFusion: Improving 2D Semantic Segmentation with Camera-Radar Point Cloud Fusion and Zero-Shot Image Inpainting Huawei Sun Bora Kunter Sahin Georg Stettinger Maximilian Bernhard Matthias Schubert Robert Wille 42 0 0 06 May 2025
Cues3D: Unleashing the Power of Sole NeRF for Consistent and Unique Instances in Open-Vocabulary 3D Panoptic Segmentation Feng Xue Wenzhuang Xu Guofeng Zhong Anlong Minga N. Sebe 65 0 0 01 May 2025
MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Q. Yang Yuan Yao Miaomiao Cui Liefeng Bo VLM 61 0 0 30 Apr 2025
SAM-Guided Robust Representation Learning for One-Shot 3D Medical Image Segmentation Jia Wang Yunan Mei Jiarui Liu Xin Fan 44 0 0 29 Apr 2025
ApexNav: An Adaptive Exploration Strategy for Zero-Shot Object Navigation with Target-centric Semantic Fusion Mingjie Zhang Yuheng Du Chengkai Wu Jinni Zhou Zhenchao Qi Jun Ma Boyu Zhou 29 0 0 20 Apr 2025
Bayesian Fields: Task-driven Open-Set Semantic Gaussian Splatting Dominic Maggio Luca Carlone 82 0 0 07 Mar 2025
Vision Foundation Models in Medical Image Analysis: Advances and Challenges Pengchen Liang Bin Pu Haishan Huang Yiwei Li H. Wang Weibo Ma Qing Chang VLM MedIm 99 0 0 24 Feb 2025
ZeroPS: High-quality Cross-modal Knowledge Transfer for Zero-Shot 3D Part Segmentation Yuheng Xue Nenglun Chen Jun Liu Wenyun Sun 3DPC 55 7 0 24 Feb 2025
Imit Diff: Semantics Guided Diffusion Transformer with Dual Resolution Fusion for Imitation Learning Yuhang Dong Haizhou Ge Yupei Zeng J. Zhang Beiwen Tian ... Yufei Jia Ruixiang Wang Ran Yi Guyue Zhou Longhua Ma 51 0 0 11 Feb 2025
Exploring Few-Shot Defect Segmentation in General Industrial Scenarios with Metric Learning and Vision Foundation Models Tongkun Liu Bing Li Xiao Jin Yupeng Shi Qiuying Li Xiang Wei 55 0 0 03 Feb 2025
Dr. Tongue: Sign-Oriented Multi-label Detection for Remote Tongue Diagnosis Yiliang Chen Steven SC Ho Cheng Xu Yao Jie Xie Wing-Fai Yeung Shengfeng He Jing Qin LM&MA 28 0 0 06 Jan 2025
Swiss Army Knife: Synergizing Biases in Knowledge from Vision Foundation Models for Multi-Task Learning Yuxiang Lu Shengcao Cao Yu-xiong Wang 43 1 0 18 Oct 2024
BlabberSeg: Real-Time Embedded Open-Vocabulary Aerial Segmentation Haechan Mark Bong Ricardo de Azambuja Giovanni Beltrame VLM 31 0 0 16 Oct 2024
Order-aware Interactive Segmentation Bin Wang Anwesa Choudhuri Meng Zheng Zhongpai Gao Benjamin Planche Andong Deng Qin Liu Terrence Chen Ulas Bagci Ziyan Wu VLM 70 1 0 16 Oct 2024
Zero-Shot Pupil Segmentation with SAM 2: A Case Study of Over 14 Million Images Virmarie Maquiling Sean Anthony Byrne D. Niehorster Marco Carminati Enkelejda Kasneci VLM 45 0 0 11 Oct 2024
Playful DoggyBot: Learning Agile and Precise Quadrupedal Locomotion Xin Duan Ziwen Zhuang Hang Zhao Soeren Schwertfeger 47 2 0 30 Sep 2024
SAMEdge: An Edge-cloud Video Analytics Architecture for the Segment Anything Model Rui Lu Siping Shi Yanting Liu Dan Wang VLM 24 2 0 23 Sep 2024
Autonomous Exploration and Semantic Updating of Large-Scale Indoor Environments with Mobile Robots Sai Haneesh Allu Itay Kadosh Tyler Summers Yu Xiang 24 0 0 23 Sep 2024
PointSAM: Pointly-Supervised Segment Anything Model for Remote Sensing Images Nanqing Liu Xun Xu Yongyi Su Haojie Zhang Heng-Chao Li VLM 33 14 0 20 Sep 2024
Swin-LiteMedSAM: A Lightweight Box-Based Segment Anything Model for Large-Scale Medical Image Datasets Ruochen Gao Donghang Lyu Marius Staring VLM MedIm 11 3 0 11 Sep 2024
Towards Generalizable Scene Change Detection Jaewoo Kim Uehwan Kim 38 0 0 10 Sep 2024
FrozenSeg: Harmonizing Frozen Foundation Models for Open-Vocabulary Segmentation Xi Chen Haosen Yang Sheng Jin Xiatian Zhu H. Yao VLM 29 3 0 05 Sep 2024
The Collection of a Human Robot Collaboration Dataset for Cooperative Assembly in Glovebox Environments Shivansh Sharma Mathew Huang Sanat Nair Alan Wen Christina Petlowany Juston Moore Selma Wanna Mitch Pryor 33 0 0 19 Jul 2024
DreamStory: Open-Domain Story Visualization by LLM-Guided Multi-Subject Consistent Diffusion Huiguo He Huan Yang Zixi Tuo Yuan Zhou Qiuyue Wang Yuhang Zhang Zeyu Liu Wenhao Huang Hongyang Chao Jian Yin DiffM VGen 52 12 0 17 Jul 2024
Towards Open-World Mobile Manipulation in Homes: Lessons from the Neurips 2023 HomeRobot Open Vocabulary Mobile Manipulation Challenge Sriram Yenamandra Arun Ramachandran Mukul Khanna Karmesh Yadav Jay Vakil ... Z. Kira Dhruv Batra Roozbeh Mottaghi Yonatan Bisk Chris Paxton LM&Ro 52 6 0 09 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 24 0 28 Jun 2024
Balancing Performance and Efficiency in Zero-shot Robotic Navigation Dmytro Kuzmenko N. Shvai LM&Ro 20 0 0 05 Jun 2024
Adapting Pre-Trained Vision Models for Novel Instance Detection and Segmentation Ya Lu Jishnu Jaykumar Yunhui Guo Nicholas Ruozzi Yu Xiang VLM ISeg 48 4 0 28 May 2024
Innovative Integration of Visual Foundation Model with a Robotic Arm on a Mobile Platform Shimian Zhang Qiuhong Lu 21 1 0 29 Apr 2024
How to build the best medical image segmentation algorithm using foundation models: a comprehensive empirical study with Segment Anything Model Han Gu Haoyu Dong Jichen Yang Maciej Mazurowski MedIm VLM 75 11 0 15 Apr 2024
SAM-DiffSR: Structure-Modulated Diffusion Model for Image Super-Resolution Chengcheng Wang Zhiwei Hao Yehui Tang Jianyuan Guo Yujie Yang Kai Han Yunhe Wang 38 6 0 27 Feb 2024
Subobject-level Image Tokenization Delong Chen Samuel Cahyawijaya Jianfeng Liu Baoyuan Wang Pascale Fung VLM OCL 46 6 0 22 Feb 2024
SAGD: Boundary-Enhanced Segment Anything in 3D Gaussian via Gaussian Decomposition Xu Hu Yuxi Wang Lue Fan Junsong Fan Junran Peng Zhen Lei Qing Li Zhaoxiang Zhang Zhaoxiang Zhang 3DGS 42 8 0 31 Jan 2024
TriSAM: Tri-Plane SAM for zero-shot cortical blood vessel segmentation in VEM images Jia Wan Wanhua Li Jason Ken Adhinarta Atmadeep Banerjee Evelina Sjostedt Jingpeng Wu J. Lichtman Hanspeter Pfister D. Wei 21 6 0 25 Jan 2024
Tracking Anything with Decoupled Video Segmentation Ho Kei Cheng Seoung Wug Oh Brian L. Price Alexander Schwing Joon-Young Lee VOS VLM 30 121 0 07 Sep 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 25 3 0 13 Aug 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 Yang F. Khan VLM 18 117 0 25 Jul 2023
Transferring Foundation Models for Generalizable Robotic Manipulation Jiange Yang Wenhui Tan Chuhao Jin Keling Yao Bei Liu Jianlong Fu Ruihua Song Gangshan Wu Limin Wang LM&Ro 47 6 0 09 Jun 2023
Segment Any Anomaly without Training via Hybrid Prompt Regularization Yunkang Cao Xiaohao Xu Chen Sun Y. Cheng Zongwei Du Liang Gao Weiming Shen VLM 26 69 0 18 May 2023
Segment Anything Model (SAM) Meets Glass: Mirror and Transparent Objects Cannot Be Easily Detected Dongsheng Han Chaoning Zhang Yu Qiao Maryam Qamar Yuna Jung Seungkyu Lee Sung-Ho Bae Choong Seon Hong VLM 77 36 0 29 Apr 2023
A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to GPT-5 All You Need? Chaoning Zhang Chenshuang Zhang Sheng Zheng Yu Qiao Chenghao Li ... Lik-Hang Lee Yang Yang Heng Tao Shen In So Kweon Choong Seon Hong 75 157 0 21 Mar 2023
MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer Sachin Mehta Mohammad Rastegari ViT 189 1,200 0 05 Oct 2021
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 948 20,471 0 17 Apr 2017