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SegGPT: Segmenting Everything In Context

SegGPT: Segmenting Everything In Context

6 April 2023
Xinlong Wang
Xiaosong Zhang
Yue Cao
Wen Wang
Chunhua Shen
Tiejun Huang
    VOS
    MLLM
    VLM
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Papers citing "SegGPT: Segmenting Everything In Context"

50 / 141 papers shown
Title
Recent Advances in Medical Imaging Segmentation: A Survey
Recent Advances in Medical Imaging Segmentation: A Survey
Fares Bougourzi
Abdenour Hadid
OOD
28
0
0
14 May 2025
Leveraging Segment Anything Model for Source-Free Domain Adaptation via Dual Feature Guided Auto-Prompting
Leveraging Segment Anything Model for Source-Free Domain Adaptation via Dual Feature Guided Auto-Prompting
Zheang Huai
Hui Tang
Yi Li
Z. Chen
Xiaomeng Li
VLM
23
0
0
13 May 2025
Embracing Collaboration Over Competition: Condensing Multiple Prompts for Visual In-Context Learning
Embracing Collaboration Over Competition: Condensing Multiple Prompts for Visual In-Context Learning
J. Wang
Tianci Luo
Yaohua Zha
Yan Feng
Ruisheng Luo
B. Chen
Tao Dai
Long Chen
Yaowei Wang
Shu-Tao Xia
VLM
50
0
0
30 Apr 2025
Automated Measurement of Eczema Severity with Self-Supervised Learning
Automated Measurement of Eczema Severity with Self-Supervised Learning
Neelesh Kumar
Oya Aran
17
0
0
21 Apr 2025
TSAL: Few-shot Text Segmentation Based on Attribute Learning
TSAL: Few-shot Text Segmentation Based on Attribute Learning
Chenming Li
Chengxu Liu
Yuanting Fan
Xiao Jin
Xingsong Hou
Xueming Qian
VLM
40
0
0
15 Apr 2025
Vision-Language Model for Object Detection and Segmentation: A Review and Evaluation
Vision-Language Model for Object Detection and Segmentation: A Review and Evaluation
Yongchao Feng
Yajie Liu
Shuai Yang
Wenrui Cai
J. Zhang
...
Jiahui Lv
Z. Liu
Tengyuan Shi
Qingjie Liu
Y. Wang
MLLM
VLM
55
1
0
13 Apr 2025
Studying Image Diffusion Features for Zero-Shot Video Object Segmentation
Studying Image Diffusion Features for Zero-Shot Video Object Segmentation
Thanos Delatolas
Vicky S. Kalogeiton
Dim P. Papadopoulos
DiffM
VOS
43
1
0
07 Apr 2025
Show and Segment: Universal Medical Image Segmentation via In-Context Learning
Show and Segment: Universal Medical Image Segmentation via In-Context Learning
Yunhe Gao
Di Liu
Zhuowei Li
Y. Li
Dongdong Chen
Mu Zhou
Dimitris N. Metaxas
VLM
48
0
0
25 Mar 2025
BiPrompt-SAM: Enhancing Image Segmentation via Explicit Selection between Point and Text Prompts
BiPrompt-SAM: Enhancing Image Segmentation via Explicit Selection between Point and Text Prompts
Suzhe Xu
Jialin Peng
Chengyuan Zhang
VLM
49
0
0
25 Mar 2025
SAM2 for Image and Video Segmentation: A Comprehensive Survey
SAM2 for Image and Video Segmentation: A Comprehensive Survey
Zhang Jiaxing
Tang Hao
VLM
50
0
0
17 Mar 2025
In-Context Reverse Classification Accuracy: Efficient Estimation of Segmentation Quality without Ground-Truth
Matias Cosarinsky
Ramiro Billot
Lucas Mansilla
Gabriel Gimenez
Nicolás Gaggion
Guanghui Fu
Enzo Ferrante
55
1
0
06 Mar 2025
Building 3D In-Context Learning Universal Model in Neuroimaging
Jiesi Hu
Hanyang Peng
Yanwu Yang
Xutao Guo
Yang Shang
P. Shi
Chenfei Ye
Ting Ma
62
0
0
04 Mar 2025
Hypergraph Foundation Model
Yifan Feng
Shiquan Liu
Xiangmin Han
Shaoyi Du
Zongze Wu
Han Hu
Yue Gao
AI4CE
31
0
0
03 Mar 2025
SMITE: Segment Me In TimE
SMITE: Segment Me In TimE
Amirhossein Alimohammadi
Sauradip Nag
Saeid Asgari Taghanaki
Andrea Tagliasacchi
Ghassan Hamarneh
Ali Mahdavi-Amiri
VLM
VOS
87
2
0
20 Feb 2025
Source-free Semantic Regularization Learning for Semi-supervised Domain Adaptation
Xinyang Huang
Chuang Zhu
Ruiying Ren
Shengjie Liu
Tiejun Huang
28
0
0
03 Jan 2025
VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks
VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks
Jiannan Wu
Muyan Zhong
Sen Xing
Zeqiang Lai
Zhaoyang Liu
...
Lewei Lu
Tong Lu
Ping Luo
Yu Qiao
Jifeng Dai
MLLM
VLM
LRM
91
46
0
03 Jan 2025
Unleashing In-context Learning of Autoregressive Models for Few-shot
  Image Manipulation
Unleashing In-context Learning of Autoregressive Models for Few-shot Image Manipulation
Bolin Lai
F. Xu
Miao Liu
Xiaoliang Dai
Nikhil Mehta
...
Zeyi Huang
James M. Rehg
Sangmin Lee
Ning Zhang
Tong Xiao
73
2
0
02 Dec 2024
ROSE: Revolutionizing Open-Set Dense Segmentation with Patch-Wise Perceptual Large Multimodal Model
Kunyang Han
Yibo Hu
Mengxue Qu
Hailin Shi
Yao Zhao
Y. X. Wei
MLLM
VLM
3DV
83
1
0
29 Nov 2024
MICAS: Multi-grained In-Context Adaptive Sampling for 3D Point Cloud
  Processing
MICAS: Multi-grained In-Context Adaptive Sampling for 3D Point Cloud Processing
Feifei Shao
Ping Liu
Zhao Wang
Yawei Luo
Hongwei Wang
Jun Xiao
3DPC
66
0
0
25 Nov 2024
Med-PerSAM: One-Shot Visual Prompt Tuning for Personalized Segment
  Anything Model in Medical Domain
Med-PerSAM: One-Shot Visual Prompt Tuning for Personalized Segment Anything Model in Medical Domain
Hangyul Yoon
Doohyuk Jang
JungEun Kim
Eunho Yang
VLM
MedIm
68
1
0
25 Nov 2024
There is no SAMantics! Exploring SAM as a Backbone for Visual
  Understanding Tasks
There is no SAMantics! Exploring SAM as a Backbone for Visual Understanding Tasks
Miguel Espinosa
Chenhongyi Yang
Linus Ericsson
Steven G. McDonagh
Elliot J. Crowley
VLM
63
0
0
22 Nov 2024
Segment Any Class (SAC): Multi-Class Few-Shot Semantic Segmentation via
  Class Region Proposals
Segment Any Class (SAC): Multi-Class Few-Shot Semantic Segmentation via Class Region Proposals
Hussni Mohd Zakir
Eric Tatt Wei Ho
VLM
64
0
0
21 Nov 2024
Tree-of-Table: Unleashing the Power of LLMs for Enhanced Large-Scale
  Table Understanding
Tree-of-Table: Unleashing the Power of LLMs for Enhanced Large-Scale Table Understanding
Deyi Ji
Lanyun Zhu
Siqi Gao
Peng Xu
Hongtao Lu
Jieping Ye
Feng Zhao
PINN
LMTD
44
3
0
13 Nov 2024
ReEdit: Multimodal Exemplar-Based Image Editing with Diffusion Models
ReEdit: Multimodal Exemplar-Based Image Editing with Diffusion Models
Ashutosh Srivastava
Tarun Ram Menta
Abhinav Java
Avadhoot Jadhav
Silky Singh
Surgan Jandial
Balaji Krishnamurthy
DiffM
38
1
0
06 Nov 2024
EchoFM: Foundation Model for Generalizable Echocardiogram Analysis
EchoFM: Foundation Model for Generalizable Echocardiogram Analysis
Sekeun Kim
Pengfei Jin
S. Song
Cheng Chen
Yiwei Li
Hui Ren
Xiang Li
Tianming Liu
Quanzheng Li
34
0
0
30 Oct 2024
Data Adaptive Few-shot Multi Label Segmentation with Foundation Model
Data Adaptive Few-shot Multi Label Segmentation with Foundation Model
Gurunath Reddy
D. Shanbhag
Deepa Anand
21
0
0
13 Oct 2024
A Simple Image Segmentation Framework via In-Context Examples
A Simple Image Segmentation Framework via In-Context Examples
Yang Liu
Chenchen Jing
Hengtao Li
Muzhi Zhu
Hao Chen
Xinlong Wang
Chunhua Shen
33
6
0
07 Oct 2024
Unleashing the Potential of the Diffusion Model in Few-shot Semantic
  Segmentation
Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation
Muzhi Zhu
Yang Liu
Zekai Luo
Chenchen Jing
Hao Chen
Guangkai Xu
Xinlong Wang
Chunhua Shen
DiffM
VLM
36
3
0
03 Oct 2024
Context is the Key: Backdoor Attacks for In-Context Learning with Vision
  Transformers
Context is the Key: Backdoor Attacks for In-Context Learning with Vision Transformers
Gorka Abad
S. Picek
Lorenzo Cavallaro
A. Urbieta
SILM
37
0
0
06 Sep 2024
Map-Free Visual Relocalization Enhanced by Instance Knowledge and Depth
  Knowledge
Map-Free Visual Relocalization Enhanced by Instance Knowledge and Depth Knowledge
Mingyu Xiao
Runze Chen
Haiyong Luo
Fang Zhao
Juan Wang
Xuepeng Ma
40
0
0
23 Aug 2024
Domain-invariant Representation Learning via Segment Anything Model for
  Blood Cell Classification
Domain-invariant Representation Learning via Segment Anything Model for Blood Cell Classification
Yongcheng Li
Lingcong Cai
Ying Lu
Cheng Lin
Yupeng Zhang
...
Genan Dai
Bowen Zhang
Jingzhou Cao
Xiangzhong Zhang
Xiaomao Fan
38
1
0
14 Aug 2024
Towards Cross-Domain Single Blood Cell Image Classification via
  Large-Scale LoRA-based Segment Anything Model
Towards Cross-Domain Single Blood Cell Image Classification via Large-Scale LoRA-based Segment Anything Model
Yongcheng Li
Lingcong Cai
Ying Lu
Yupeng Zhang
Jingyan Jiang
Genan Dai
Bowen Zhang
Jingzhou Cao
Xiangzhong Zhang
Xiaomao Fan
25
3
0
13 Aug 2024
One Shot is Enough for Sequential Infrared Small Target Segmentation
One Shot is Enough for Sequential Infrared Small Target Segmentation
Bingbing Dan
Meihui Li
Tao Tang
Jing Zhang
23
0
0
09 Aug 2024
Path-SAM2: Transfer SAM2 for digital pathology semantic segmentation
Path-SAM2: Transfer SAM2 for digital pathology semantic segmentation
Mingya Zhang
Liang Wang
Zhihao Chen
Yiyuan Ge
Xianping Tao
VLM
MedIm
32
2
0
07 Aug 2024
Medical SAM 2: Segment medical images as video via Segment Anything
  Model 2
Medical SAM 2: Segment medical images as video via Segment Anything Model 2
Jiayuan Zhu
Yunli Qi
A. El Abbadi
VLM
MedIm
34
64
0
01 Aug 2024
Small Object Few-shot Segmentation for Vision-based Industrial
  Inspection
Small Object Few-shot Segmentation for Vision-based Industrial Inspection
Zilong Zhang
Chang Niu
Yi Lin
Jingchi Jiang
Xuefeng Chen
27
1
0
31 Jul 2024
Visual Prompt Selection for In-Context Learning Segmentation
Visual Prompt Selection for In-Context Learning Segmentation
Wei Suo
Lanqing Lai
Mengyang Sun
Hanwang Zhang
Peng Wang
Yanning Zhang
VLM
29
3
0
14 Jul 2024
WPS-SAM: Towards Weakly-Supervised Part Segmentation with Foundation
  Models
WPS-SAM: Towards Weakly-Supervised Part Segmentation with Foundation Models
Xin-Jian Wu
Rui-Song Zhang
Jie Qin
Shijie Ma
Cheng-Lin Liu
VLM
22
1
0
14 Jul 2024
Exploring the Untouched Sweeps for Conflict-Aware 3D Segmentation
  Pretraining
Exploring the Untouched Sweeps for Conflict-Aware 3D Segmentation Pretraining
Tianfang Sun
Zhizhong Zhang
Xin Tan
Yanyun Qu
Yuan Xie
20
0
0
10 Jul 2024
Video In-context Learning: Autoregressive Transformers are Zero-Shot Video Imitators
Video In-context Learning: Autoregressive Transformers are Zero-Shot Video Imitators
Wentao Zhang
Junliang Guo
Tianyu He
Li Zhao
Linli Xu
Jiang Bian
34
3
0
10 Jul 2024
Label Anything: Multi-Class Few-Shot Semantic Segmentation with Visual
  Prompts
Label Anything: Multi-Class Few-Shot Semantic Segmentation with Visual Prompts
Pasquale De Marinis
Nicola Fanelli
Raffaele Scaringi
Emanuele Colonna
Giuseppe Fiameni
G. Vessio
Giovanna Castellano
MLLM
VLM
18
2
0
02 Jul 2024
Cross-Architecture Auxiliary Feature Space Translation for Efficient
  Few-Shot Personalized Object Detection
Cross-Architecture Auxiliary Feature Space Translation for Efficient Few-Shot Personalized Object Detection
F. Barbato
Umberto Michieli
J. Moon
Pietro Zanuttigh
Mete Ozay
35
2
0
01 Jul 2024
Toward a Diffusion-Based Generalist for Dense Vision Tasks
Toward a Diffusion-Based Generalist for Dense Vision Tasks
Yue Fan
Yongqin Xian
Xiaohua Zhai
Alexander Kolesnikov
Muhammad Ferjad Naeem
Bernt Schiele
Federico Tombari
VLM
MDE
DiffM
29
1
0
29 Jun 2024
Segment Anything without Supervision
Segment Anything without Supervision
Xudong Wang
Jingfeng Yang
Trevor Darrell
VLM
35
10
0
28 Jun 2024
OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and
  Understanding
OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding
Tao Zhang
Xiangtai Li
Hao Fei
Haobo Yuan
Shengqiong Wu
Shunping Ji
Chen Change Loy
Shuicheng Yan
LRM
MLLM
VLM
47
48
0
27 Jun 2024
Medical Vision Generalist: Unifying Medical Imaging Tasks in Context
Medical Vision Generalist: Unifying Medical Imaging Tasks in Context
Sucheng Ren
Xiaoke Huang
Xianhang Li
Junfei Xiao
Jieru Mei
Zeyu Wang
Alan Yuille
Yuyin Zhou
MedIm
40
7
0
08 Jun 2024
Training-Free Robust Interactive Video Object Segmentation
Training-Free Robust Interactive Video Object Segmentation
Xiaoli Wei
Zhaoqing Wang
Yandong Guo
Chunxia Zhang
Tongliang Liu
Mingming Gong
VLM
VOS
30
1
0
08 Jun 2024
PerSense: Personalized Instance Segmentation in Dense Images
PerSense: Personalized Instance Segmentation in Dense Images
Muhammad Ibraheem Siddiqui
Muhammad Umer Sheikh
Hassan Abid
Muhammad Haris Khan
VLM
55
0
0
22 May 2024
NubbleDrop: A Simple Way to Improve Matching Strategy for Prompted
  One-Shot Segmentation
NubbleDrop: A Simple Way to Improve Matching Strategy for Prompted One-Shot Segmentation
Zhiyu Xu
Qingliang Chen
17
0
0
19 May 2024
Navigating the Future of Federated Recommendation Systems with Foundation Models
Navigating the Future of Federated Recommendation Systems with Foundation Models
Zhiwei Li
Guodong Long
Chunxu Zhang
Honglei Zhang
Jing Jiang
Chengqi Zhang
103
0
0
12 May 2024
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