Title
Adapting Segment Anything Model to Melanoma Segmentation in Microscopy Slide Images Qingyuan Liu Avideh Zakhor VLM 43 0 0 03 Oct 2024
ACE: All-round Creator and Editor Following Instructions via Diffusion Transformer Zhen Han Zeyinzi Jiang Yulin Pan Jingfeng Zhang Chaojie Mao Chenwei Xie Yu Liu Jingren Zhou DiffM 110 21 0 30 Sep 2024
Global-Local Medical SAM Adaptor Based on Full Adaption Meng Wang Yarong Feng Yongwei Tang Tian Zhang Yuxin Liang Chao Lv MedIm 80 1 0 26 Sep 2024
PointSAM: Pointly-Supervised Segment Anything Model for Remote Sensing Images Nanqing Liu Xun Xu Yongyi Su Haojie Zhang Heng-Chao Li VLM 142 17 0 20 Sep 2024
Enhancing Agricultural Environment Perception via Active Vision and Zero-Shot Learning Michele Carlo La Greca Mirko Usuelli Matteo Matteucci 35 0 0 19 Sep 2024
GraspSAM: When Segment Anything Model Meets Grasp Detection Sangjun Noh Jongwon Kim Dongwoo Nam Seunghyeok Back Raeyoung Kang Kyoobin Lee VLM 149 4 0 19 Sep 2024
NEUSIS: A Compositional Neuro-Symbolic Framework for Autonomous Perception, Reasoning, and Planning in Complex UAV Search Missions Zhixi Cai Cristian Rojas Cardenas Kevin Leo Chenyuan Zhang Kal Backman ... Yuan-Fang Li Mor Vered Peter Stuckey M. G. D. L. Banda Hamid Rezatofighi 121 7 0 16 Sep 2024
Interactive Masked Image Modeling for Multimodal Object Detection in Remote Sensing Minh-Duc Vu Zuheng Ming Fangchen Feng Bissmella Bahaduri A. Mokraoui ObjD 56 0 0 13 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 53 4 0 11 Sep 2024
Pluralistic Salient Object Detection Xuelu Feng Yunsheng Li Dongdong Chen Chunming Qiao Junsong Yuan Lu Yuan G. Hua 90 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 98 9 0 19 Aug 2024
Segment Anything with Multiple Modalities Aoran Xiao Weihao Xuan Heli Qi Yun Xing Naoto Yokoya Shijian Lu VLM 97 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 81 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 Ziyue Li Lingyun Sun Papa Mao Ying Zang VLM MedIm 109 26 0 08 Aug 2024
Evaluation of Segment Anything Model 2: The Role of SAM2 in the Underwater Environment Shijie Lian Hua Li VLM 97 5 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 109 24 0 29 Jul 2024
De-LightSAM: Modality-Decoupled Lightweight SAM for Generalizable Medical Segmentation Qing Xu Jiaxuan Li Xiangjian He Ziyu Liu Zhen Chen Wenting Duan Chenxin Li Maggie M. He Fiseha B. Tesema W. Cheah MedIm VLM 127 0 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 93 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 75 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 99 4 0 12 Jul 2024
ASPS: Augmented Segment Anything Model for Polyp Segmentation Huiqian Li Xiaoxu Feng Jieru Yao Longfei Han Zhongyu Li Jiawei Han 134 12 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 76 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 212 32 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-Hsuan Yang Shuicheng Yan Chen Change Loy VLM 120 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 72 2 0 30 May 2024
ASAM: Boosting Segment Anything Model with Adversarial Tuning Bo Li Haoke Xiao Lv Tang 116 11 0 01 May 2024
Moving Object Segmentation: All You Need Is SAM (and Flow) Junyu Xie Charig Yang Weidi Xie Andrew Zisserman 105 11 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 103 5 0 15 Apr 2024
Practical Region-level Attack against Segment Anything Models Yifan Shen Zhengyuan Li Gang Wang VLM 78 10 0 12 Apr 2024
Behavior Trees Enable Structured Programming of Language Model Agents Richard Kelley AI4CE LM&Ro LLMAG 103 0 0 11 Apr 2024
Annolid: Annotate, Segment, and Track Anything You Need Chen Yang Thomas A. Cleland VOS 55 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 67 2 0 19 Mar 2024
Group-Mix SAM: Lightweight Solution for Industrial Assembly Line Applications Wu Liang X.-G. Ma 74 0 0 15 Mar 2024
Annotation Free Semantic Segmentation with Vision Foundation Models Soroush Seifi Daniel Olmeda Reino Fabien Despinoy Rahaf Aljundi VLM 110 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 100 14 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 3DPC VLM 107 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 96 2 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 108 3 0 07 Mar 2024
UN-SAM: Universal Prompt-Free Segmentation for Generalized Nuclei Images Zhen Chen Qing Xu Xinyu Liu Yixuan Yuan MedIm 95 17 0 26 Feb 2024
Aria Everyday Activities Dataset Zhaoyang Lv Nickolas Charron Pierre Moulon Alexander Gamino Cheng Peng ... Yuyang Zou Richard Newcombe Jakob Julian Engel Xiaqing Pan Carl Ren 78 12 0 20 Feb 2024
Object-level Geometric Structure Preserving for Natural Image Stitching Wenxiao Cai Wankou Yang 70 5 0 20 Feb 2024
EfficientViT-SAM: Accelerated Segment Anything Model Without Accuracy Loss Zhuoyang Zhang Han Cai Song Han VLM 81 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 113 15 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 Yang Hongyang Li Qing Jiang Lei Zhang VLM 169 451 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 56 9 0 15 Jan 2024
Generalizable Visual Reinforcement Learning with Segment Anything Model Ziyu Wang Yanjie Ze Yifei Sun Zhecheng Yuan Huazhe Xu VLM 95 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 126 21 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 144 87 0 15 Dec 2023
Tokenize Anything via Prompting Ting Pan Lulu Tang Xinlong Wang Shiguang Shan VLM 79 24 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 107 50 0 11 Dec 2023