Title
Swin-LiteMedSAM: A Lightweight Box-Based Segment Anything Model for Large-Scale Medical Image Datasets Ruochen Gao Donghang Lyu Marius Staring VLM MedIm 29 3 0 11 Sep 2024
Pluralistic Salient Object Detection Xuelu Feng Yunsheng Li Dongdong Chen Chunming Qiao Junsong Yuan Lu Yuan G. Hua 32 1 0 04 Sep 2024
Learning Precise Affordances from Egocentric Videos for Robotic Manipulation Gen Li Nikolaos Tsagkas Jifei Song Ruaridh Mon-Williams S. Vijayakumar Kun Shao Laura Sevilla-Lara 36 7 0 19 Aug 2024
Segment Anything with Multiple Modalities Aoran Xiao Weihao Xuan Heli Qi Yun Xing Naoto Yokoya Shijian Lu VLM 25 7 0 17 Aug 2024
A Training-Free Framework for Video License Plate Tracking and Recognition with Only One-Shot Haoxuan Ding Qi. Wang Junyu Gao Qiang Li VLM 37 0 0 11 Aug 2024
SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and More Tianrun Chen Ankang Lu Lanyun Zhu Chaotao Ding Chunan Yu Deyi Ji Z. Li Lingyun Sun Papa Mao Ying-Dong Zang VLM MedIm 46 19 0 08 Aug 2024
Evaluation of Segment Anything Model 2: The Role of SAM2 in the Underwater Environment Shijie Lian Hua Li VLM 30 4 0 06 Aug 2024
Theia: Distilling Diverse Vision Foundation Models for Robot Learning Jinghuan Shang Karl Schmeckpeper Brandon B. May M. Minniti Tarik Kelestemur David Watkins Laura Herlant VLM 32 23 0 29 Jul 2024
ESP-MedSAM: Efficient Self-Prompting SAM for Universal Domain-Generalized Medical Image Segmentation Qing Xu Jiaxuan Li Xiangjian He Ziyu Liu Zhen Chen ... Fiseha B. Tesema W. Cheah Yi Wang Rong Qu Jonathan M. Garibaldi MedIm VLM 30 9 0 19 Jul 2024
WPS-SAM: Towards Weakly-Supervised Part Segmentation with Foundation Models Xin-Jian Wu Rui-Song Zhang Jie Qin Shijie Ma Cheng-Lin Liu VLM 29 1 0 14 Jul 2024
PFPs: Prompt-guided Flexible Pathological Segmentation for Diverse Potential Outcomes Using Large Vision and Language Models Can Cui Ruining Deng Junlin Guo Quan Liu Tianyuan Yao Haichun Yang Yuankai Huo VLM MedIm 32 1 0 13 Jul 2024
Lite-SAM Is Actually What You Need for Segment Everything Jianhai Fu Yuanjie Yu Ningchuan Li Yi Zhang Qichao Chen Jianping Xiong Jun Yin Zhiyu Xiang VLM 34 4 0 12 Jul 2024
ASPS: Augmented Segment Anything Model for Polyp Segmentation Huiqian Li Dingwen Zhang Jieru Yao Longfei Han Zhongyu Li J. Han 46 10 0 30 Jun 2024
HATs: Hierarchical Adaptive Taxonomy Segmentation for Panoramic Pathology Image Analysis Ruining Deng Quan Liu Can Cui Tianyuan Yao Juming Xiong ... Yu Wang Shilin Zhao Yucheng Tang Haichun Yang Yuankai Huo 21 3 0 30 Jun 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 53 24 0 28 Jun 2024
Mamba or RWKV: Exploring High-Quality and High-Efficiency Segment Anything Model Haobo Yuan Xiangtai Li Lu Qi Tao Zhang Ming Yang Shuicheng Yan Chen Change Loy VLM 32 10 0 27 Jun 2024
FMARS: Annotating Remote Sensing Images for Disaster Management using Foundation Models Edoardo Arnaudo Jacopo Lungo Vaschetti Lorenzo Innocenti Luca Barco Davide Lisi V. Fissore Claudio Rossi 33 1 0 30 May 2024
ASAM: Boosting Segment Anything Model with Adversarial Tuning Bo Li Haoke Xiao Lv Tang 27 9 0 01 May 2024
Moving Object Segmentation: All You Need Is SAM (and Flow) Junyu Xie Charig Yang Weidi Xie Andrew Zisserman 43 10 0 18 Apr 2024
Empowering Embodied Visual Tracking with Visual Foundation Models and Offline RL Fangwei Zhong Kui Wu Hai Ci Churan Wang Hao Chen OffRL 34 2 0 15 Apr 2024
Practical Region-level Attack against Segment Anything Models Yifan Shen Zhengyuan Li Gang Wang VLM 33 9 0 12 Apr 2024
Behavior Trees Enable Structured Programming of Language Model Agents Richard Kelley AI4CE LM&Ro LLMAG 32 0 0 11 Apr 2024
Annolid: Annotate, Segment, and Track Anything You Need Chen Yang Thomas A. Cleland VOS 21 2 0 27 Mar 2024
Segment Anything for comprehensive analysis of grapevine cluster architecture and berry properties Efrain Torres-Lomas Jimena Lado-Jimena Guillermo Garcia-Zamora Luis Diaz-Garcia 35 2 0 19 Mar 2024
Group-Mix SAM: Lightweight Solution for Industrial Assembly Line Applications Wu Liang X.-G. Ma 34 0 0 15 Mar 2024
Annotation Free Semantic Segmentation with Vision Foundation Models Soroush Seifi Daniel Olmeda Reino Fabien Despinoy Rahaf Aljundi VLM 29 1 0 14 Mar 2024
SAM-Lightening: A Lightweight Segment Anything Model with Dilated Flash Attention to Achieve 30 times Acceleration Yanfei Song Bangzheng Pu Peng Wang Hongxu Jiang Dong Dong Yongxiang Cao Yiqing Shen VLM 38 12 0 14 Mar 2024
PointSeg: A Training-Free Paradigm for 3D Scene Segmentation via Foundation Models Qingdong He Jinlong Peng Zhengkai Jiang Xiaobin Hu Jiangning Zhang Qiang Nie Yabiao Wang Chengjie Wang 3DPC VLM 41 5 0 11 Mar 2024
$$\text{R}^2$-Bench: Benchmarking the Robustness of Referring Perception Models under Perturbations$ $\text{R}^2$ -Bench: Benchmarking the Robustness of Referring Perception Models under Perturbations Xiang Li Kai Qiu Jinglu Wang Xiaohao Xu Rita Singh Kashu Yamazaki Hao Chen Xiaonan Huang Bhiksha Raj VOS 32 1 0 07 Mar 2024
SAM-PD: How Far Can SAM Take Us in Tracking and Segmenting Anything in Videos by Prompt Denoising Tao Zhou Wenhan Luo Qi Ye Zhiguo Shi Jiming Chen VLM 47 3 0 07 Mar 2024
UN-SAM: Universal Prompt-Free Segmentation for Generalized Nuclei Images Zhen Chen Qing Xu Xinyu Liu Yixuan Yuan MedIm 29 15 0 26 Feb 2024
Aria Everyday Activities Dataset Zhaoyang Lv Nickolas Charron Pierre Moulon Alexander Gamino Cheng Peng ... Yuyang Zou Richard A. Newcombe Jakob Julian Engel Xiaqing Pan Carl Ren 29 10 0 20 Feb 2024
Object-level Geometric Structure Preserving for Natural Image Stitching Wenxiao Cai Wankou Yang 29 4 0 20 Feb 2024
EfficientViT-SAM: Accelerated Segment Anything Model Without Accuracy Loss Zhuoyang Zhang Han Cai Song Han VLM 27 3 0 07 Feb 2024
CAT-SAM: Conditional Tuning for Few-Shot Adaptation of Segment Anything Model Aoran Xiao Weihao Xuan Heli Qi Yun Xing Ruijie Ren Xiaoqin Zhang Ling Shao Shijian Lu VLM MLLM 35 10 0 06 Feb 2024
Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks Tianhe Ren Shilong Liu Ailing Zeng Jing Lin Kunchang Li ... Feng Li Jie-jin Yang Hongyang Li Qing Jiang Lei Zhang VLM 35 378 0 25 Jan 2024
Compositional Oil Spill Detection Based on Object Detector and Adapted Segment Anything Model from SAR Images Wenhui Wu Man Sing Wong Xinyu Yu Guoqiang Shi C. Y. Kwok Kang Zou 13 9 0 15 Jan 2024
Generalizable Visual Reinforcement Learning with Segment Anything Model Ziyu Wang Yanjie Ze Yifei Sun Zhecheng Yuan Huazhe Xu VLM 25 8 0 28 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 36 18 0 21 Dec 2023
Osprey: Pixel Understanding with Visual Instruction Tuning Yuqian Yuan Wentong Li Jian Liu Dongqi Tang Xinjie Luo Chi Qin Lei Zhang Jianke Zhu MLLM VLM 40 77 0 15 Dec 2023
Tokenize Anything via Prompting Ting Pan Lulu Tang Xinlong Wang Shiguang Shan VLM 23 22 0 14 Dec 2023
EdgeSAM: Prompt-In-the-Loop Distillation for On-Device Deployment of SAM Chong Zhou Xiangtai Li Chen Change Loy Bo Dai VLM 28 44 0 11 Dec 2023
SqueezeSAM: User friendly mobile interactive segmentation Bala Varadarajan Bilge Soran Forrest N. Iandola Xiaoyu Xiang Yunyang Xiong Lemeng Wu Chenchen Zhu Raghuraman Krishnamoorthi Vikas Chandra VLM 24 2 0 11 Dec 2023
RepViT-SAM: Towards Real-Time Segmenting Anything Ao Wang Hui Chen Zijia Lin Jungong Han Guiguang Ding VLM 25 19 0 10 Dec 2023
SlimSAM: 0.1% Data Makes Segment Anything Slim Zigeng Chen Gongfan Fang Xinyin Ma Xinchao Wang 30 13 0 08 Dec 2023
When SAM Meets Sonar Images Lin Wang Xiufen Ye Liqiang Zhu Weijie Wu Jianguo Zhang Huiming Xing Chao Hu VLM 16 15 0 25 Jun 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
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 302 7,434 0 11 Nov 2021
MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer Sachin Mehta Mohammad Rastegari ViT 189 1,212 0 05 Oct 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 303 5,773 0 29 Apr 2021