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"

50 / 57 papers shown

Title
AoP-SAM: Automation of Prompts for Efficient Segmentation Yi Chen Mu-Young Son Chuanbo Hua Joo-Young Kim VLM 2 0 0 17 May 2025
GA3CE: Unconstrained 3D Gaze Estimation with Gaze-Aware 3D Context Encoding Yuki Kawana Shintaro Shiba Quan Kong Norimasa Kobori 17 0 0 15 May 2025
Mix-QSAM: Mixed-Precision Quantization of the Segment Anything Model Navin Ranjan Andreas E. Savakis MQ VLM 68 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 49 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 34 0 0 20 Apr 2025
Customized SAM 2 for Referring Remote Sensing Image Segmentation Fu Rong Meng Lan Qian Zhang Lefei Zhang 47 0 0 10 Mar 2025
Bayesian Fields: Task-driven Open-Set Semantic Gaussian Splatting Dominic Maggio Luca Carlone 171 0 0 07 Mar 2025
A Token-level Text Image Foundation Model for Document Understanding Tongkun Guan Zining Wang Pei Fu Zhengtao Guo Wei-Ming Shen ... Chen Duan Hao Sun Qianyi Jiang Junfeng Luo Xiaokang Yang VLM 45 1 0 04 Mar 2025
ZeroPS: High-quality Cross-modal Knowledge Transfer for Zero-Shot 3D Part Segmentation Yuheng Xue Nenglun Chen Jun Liu Wenyun Sun 3DPC 69 7 0 24 Feb 2025
Vision Foundation Models in Medical Image Analysis: Advances and Challenges Pengchen Liang Bin Pu Haishan Huang Yiwei Li Haoran Wang Weibo Ma Qing Chang VLM MedIm 106 0 0 24 Feb 2025
Imit Diff: Semantics Guided Diffusion Transformer with Dual Resolution Fusion for Imitation Learning Yuhang Dong Haizhou Ge Yupei Zeng Jun Zhang Beiwen Tian ... Yufei Jia Ruixiang Wang Ran Yi Guyue Zhou Longhua Ma 56 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 64 0 0 03 Feb 2025
MPG-SAM 2: Adapting SAM 2 with Mask Priors and Global Context for Referring Video Object Segmentation Fu Rong Meng Lan Qian Zhang Lefei Zhang VOS VGen 73 1 0 23 Jan 2025
DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Kaiyu Li Xiangyong Cao Yupeng Deng Chao Pang Zepeng Xin Deyu Meng Zhi Wang ObjD 69 1 0 22 Jan 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 55 1 0 18 Oct 2024
BlabberSeg: Real-Time Embedded Open-Vocabulary Aerial Segmentation Haechan Mark Bong Ricardo de Azambuja Giovanni Beltrame VLM 38 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 170 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 52 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 32 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 43 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 39 3 0 11 Sep 2024
Towards Generalizable Scene Change Detection Jaewoo Kim Uehwan Kim 50 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 41 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 62 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 62 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 61 25 0 28 Jun 2024
XAMI -- A Benchmark Dataset for Artefact Detection in XMM-Newton Optical Images Elisabeta-Iulia Dima Pablo Gómez Sandor Kruk Peter Kretschmar Simon Rosen Călin-Adrian Popa 31 0 0 25 Jun 2024
Balancing Performance and Efficiency in Zero-shot Robotic Navigation Dmytro Kuzmenko N. Shvai LM&Ro 34 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 58 4 0 28 May 2024
Innovative Integration of Visual Foundation Model with a Robotic Arm on a Mobile Platform Shimian Zhang Qiuhong Lu 34 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 80 14 0 15 Apr 2024
VisionGPT: Vision-Language Understanding Agent Using Generalized Multimodal Framework Chris Kelly Luhui Hu Bang Yang Yu Tian Deshun Yang Cindy Yang Zaoshan Huang Zihao Li Jiayin Hu Yuexian Zou 37 9 0 14 Mar 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 40 6 0 27 Feb 2024
Subobject-level Image Tokenization Delong Chen Samuel Cahyawijaya Jianfeng Liu Baoyuan Wang Pascale Fung VLM OCL 54 7 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 34 6 0 25 Jan 2024
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 44 19 0 21 Dec 2023
EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything Yunyang Xiong Bala Varadarajan Lemeng Wu Xiaoyu Xiang Fanyi Xiao ... Dilin Wang Fei Sun Forrest N. Iandola Raghuraman Krishnamoorthi Vikas Chandra VLM 42 140 0 01 Dec 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 11 3 0 24 Sep 2023
Tracking Anything with Decoupled Video Segmentation Ho Kei Cheng Seoung Wug Oh Brian L. Price Alexander Schwing Joon-Young Lee VOS VLM 43 121 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 39 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 Fahad Shahbaz Khan VLM 38 118 0 25 Jul 2023
Boosting Federated Learning Convergence with Prototype Regularization Yu Qiao Huy Q. Le Choong Seon Hong FedML 24 6 0 20 Jul 2023