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2206.08948
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CMT-DeepLab: Clustering Mask Transformers for Panoptic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2022
17 June 2022
Qihang Yu
Huiyu Wang
Dahun Kim
Siyuan Qiao
Maxwell D. Collins
Yukun Zhu
Hartwig Adam
Alan Yuille
Liang-Chieh Chen
ViT
MedIm
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Papers citing
"CMT-DeepLab: Clustering Mask Transformers for Panoptic Segmentation"
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MGNiceNet: Unified Monocular Geometric Scene Understanding
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Michael Buchholz
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From Pixels to Objects: A Hierarchical Approach for Part and Object Segmentation Using Local and Global Aggregation
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Yunfei Xie
Cihang Xie
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Jieru Mei
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Xiangtai Li
Hao Fei
Haobo Yuan
Shengqiong Wu
Shunping Ji
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Shuicheng Yan
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VLM
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27 Jun 2024
An Image is Worth 32 Tokens for Reconstruction and Generation
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Mark Weber
XueQing Deng
Xiaohui Shen
Daniel Cremers
Liang-Chieh Chen
VLM
ViT
391
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11 Jun 2024
ProMotion: Prototypes As Motion Learners
Computer Vision and Pattern Recognition (CVPR), 2024
Yawen Lu
Dongfang Liu
Qifan Wang
Cheng Han
Yiming Cui
Zhiwen Cao
Xueling Zhang
Yingjie Victor Chen
Heng Fan
DiffM
384
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0
07 Jun 2024
Semantic Line Combination Detector
Jinwon Ko
Dongkwon Jin
Chang-Su Kim
171
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29 Apr 2024
COCONut: Modernizing COCO Segmentation
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Qihang Yu
Peng Wang
Xiaohui Shen
Liang-Chieh Chen
206
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0
12 Apr 2024
ViTamin: Designing Scalable Vision Models in the Vision-Language Era
Computer Vision and Pattern Recognition (CVPR), 2024
Jienneg Chen
Qihang Yu
Xiaohui Shen
Yaoyao Liu
Liang-Chieh Chen
3DV
VLM
415
50
0
02 Apr 2024
Clustering Propagation for Universal Medical Image Segmentation
Yuhang Ding
Liulei Li
Wenguan Wang
Yi Yang
193
21
0
25 Mar 2024
Depth-aware Panoptic Segmentation
Tuan Nguyen
M. Mehltretter
Franz Rottensteiner
MDE
203
1
0
21 Mar 2024
Open-Vocabulary Segmentation with Unpaired Mask-Text Supervision
Zhaoqing Wang
Xiaobo Xia
Ziye Chen
Xiao He
Yandong Guo
Biwei Huang
Tongliang Liu
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316
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14 Feb 2024
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Jieru Mei
Liang-Chieh Chen
Yaoyao Liu
Cihang Xie
ViT
MDE
289
13
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05 Jan 2024
PnPNet: Pull-and-Push Networks for Volumetric Segmentation with Boundary Confusion
Xin You
Ming Ding
Minghui Zhang
Hanxiao Zhang
Yi Yu
Jie Yang
Yun Gu
1.2K
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0
13 Dec 2023
MaskConver: Revisiting Pure Convolution Model for Panoptic Segmentation
Abdullah Rashwan
Jiageng Zhang
A. Taalimi
Fan Yang
Xingyi Zhou
Chaochao Yan
Liang-Chieh Chen
Yeqing Li
ViT
321
8
0
11 Dec 2023
A Simple Video Segmenter by Tracking Objects Along Axial Trajectories
Ju He
Qihang Yu
Inkyu Shin
XueQing Deng
Yaoyao Liu
Xiaohui Shen
Liang-Chieh Chen
VOS
327
3
0
30 Nov 2023
Towards Open-Ended Visual Recognition with Large Language Model
Qihang Yu
Xiaohui Shen
Liang-Chieh Chen
VLM
247
8
0
14 Nov 2023
PolyMaX: General Dense Prediction with Mask Transformer
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Xuan S. Yang
Liangzhe Yuan
Kimberly Wilber
Astuti Sharma
Xiuye Gu
...
Stephanie Debats
Huisheng Wang
Hartwig Adam
Mikhail Sirotenko
Liang-Chieh Chen
297
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0
09 Nov 2023
VST++: Efficient and Stronger Visual Saliency Transformer
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Nian Liu
Ziyang Luo
Ni Zhang
Junwei Han
ViT
257
43
0
18 Oct 2023
Rank-DETR for High Quality Object Detection
Neural Information Processing Systems (NeurIPS), 2023
Yifan Pu
Weicong Liang
Yiduo Hao
Yuhui Yuan
Yukang Yang
Chao Zhang
Hanhua Hu
Gao Huang
396
97
0
13 Oct 2023
3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers
Jieneng Chen
Jieru Mei
Xianhang Li
Yongyi Lu
Qihang Yu
...
M. Lungren
Lei Xing
Le Lu
Yaoyao Liu
Yuyin Zhou
MedIm
ViT
225
68
0
11 Oct 2023
Superpixel Transformers for Efficient Semantic Segmentation
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
Xiao Han
Jieru Mei
Lu Zhang
Hang Yan
Yongkai Wu
Liang-Chieh Chen
Henrik Kretzschmar
ViT
184
16
0
28 Sep 2023
ClusterFormer: Clustering As A Universal Visual Learner
James Liang
Yiming Cui
Qifan Wang
Tong Geng
Wenguan Wang
Dongfang Liu
VLM
432
19
0
22 Sep 2023
Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIP
Neural Information Processing Systems (NeurIPS), 2023
Qihang Yu
Ju He
XueQing Deng
Xiaohui Shen
Liang-Chieh Chen
VLM
CLIP
331
206
0
04 Aug 2023
Point2Mask: Point-supervised Panoptic Segmentation via Optimal Transport
IEEE International Conference on Computer Vision (ICCV), 2023
Wentong Li
Yu-Jie Yuan
Song Wang
Jianke Zhu
Jianshu Li
Jian Liu
Lei Zhang
3DPC
OT
344
34
0
03 Aug 2023
Cluster-Induced Mask Transformers for Effective Opportunistic Gastric Cancer Screening on Non-contrast CT Scans
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Ming Yuan
Yingda Xia
Xin Chen
Jiawen Yao
Junling Wang
...
Bin Dong
Le Lu
Li Zhang
Zaiyi Liu
Ling Zhang
188
3
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10 Jul 2023
Learning Content-enhanced Mask Transformer for Domain Generalized Urban-Scene Segmentation
AAAI Conference on Artificial Intelligence (AAAI), 2023
Qi Bi
Shaodi You
Theo Gevers
ViT
661
67
0
01 Jul 2023
ReMaX: Relaxing for Better Training on Efficient Panoptic Segmentation
Neural Information Processing Systems (NeurIPS), 2023
Shuyang Sun
Weijun Wang
Qihang Yu
Andrew G. Howard
Juil Sock
Liang-Chieh Chen
260
20
0
29 Jun 2023
Compositor: Bottom-up Clustering and Compositing for Robust Part and Object Segmentation
Computer Vision and Pattern Recognition (CVPR), 2023
Ju He
Jieneng Chen
Ming-Xian Lin
Qihang Yu
Alan Yuille
289
17
0
12 Jun 2023
Contrastive Lift: 3D Object Instance Segmentation by Slow-Fast Contrastive Fusion
Neural Information Processing Systems (NeurIPS), 2023
Brandon Smart
Iro Laina
João F. Henriques
Andrew Zisserman
Andrea Vedaldi
179
64
0
07 Jun 2023
PhenoBench -- A Large Dataset and Benchmarks for Semantic Image Interpretation in the Agricultural Domain
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
J. Weyler
Federico Magistri
E. Marks
Yue Linn Chong
Matteo Sodano
Gianmarco Roggiolani
Nived Chebrolu
C. Stachniss
Jens Behley
270
45
0
07 Jun 2023
DFormer: Diffusion-guided Transformer for Universal Image Segmentation
Hefeng Wang
Jiale Cao
Rao Muhammad Anwer
J. Xie
Fahad Shahbaz Khan
Yanwei Pang
DiffM
237
25
0
06 Jun 2023
HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2023
Jian Ding
Nan Xue
Guisong Xia
Bernt Schiele
Dengxin Dai
ViT
189
52
0
22 May 2023
CLUSTSEG: Clustering for Universal Segmentation
International Conference on Machine Learning (ICML), 2023
James Liang
Tianfei Zhou
Dongfang Liu
Wenguan Wang
VLM
327
76
0
03 May 2023
Revisiting the Encoding of Satellite Image Time Series
British Machine Vision Conference (BMVC), 2023
Xin Cai
Y. Bi
Peter Nicholl
Roy Sterritt
AI4TS
260
8
0
03 May 2023
RT-K-Net: Revisiting K-Net for Real-Time Panoptic Segmentation
Markus Schön
M. Buchholz
Klaus C. J. Dietmayer
SSeg
244
2
0
02 May 2023
Transformer-Based Visual Segmentation: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Xiangtai Li
Henghui Ding
Haobo Yuan
Wenwei Zhang
Jiangmiao Pang
Guangliang Cheng
Kai-xiang Chen
Ziwei Liu
Chen Change Loy
ViT
MedIm
385
250
0
19 Apr 2023
Video-kMaX: A Simple Unified Approach for Online and Near-Online Video Panoptic Segmentation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Inkyu Shin
Dahun Kim
Qihang Yu
Jun Xie
Hong-Seok Kim
Bradley Green
In So Kweon
Kuk-Jin Yoon
Liang-Chieh Chen
VLM
256
22
0
10 Apr 2023
SE-shapelets: Semi-supervised Clustering of Time Series Using Representative Shapelets
Expert systems with applications (ESWA), 2023
Borui Cai
Guang-Li Huang
Shuiqiao Yang
Yong Xiang
Chi-Hung Chi
AI4TS
170
10
0
06 Apr 2023
Uncertainty estimation in Deep Learning for Panoptic segmentation
Michael J. Smith
F. Ferrie
OOD
UQCV
181
0
0
04 Apr 2023
Devil is in the Queries: Advancing Mask Transformers for Real-world Medical Image Segmentation and Out-of-Distribution Localization
Computer Vision and Pattern Recognition (CVPR), 2023
Mingze Yuan
Yingda Xia
Hexin Dong
Zi Chen
Jiawen Yao
...
Bin Dong
Jing Zhou
Le Lu
Ling Zhang
Li Zhang
OOD
MedIm
182
25
0
01 Apr 2023
FastInst: A Simple Query-Based Model for Real-Time Instance Segmentation
Computer Vision and Pattern Recognition (CVPR), 2023
Junjie He
Pengyu Li
Yifeng Geng
Xuansong Xie
ISeg
VLM
222
86
0
15 Mar 2023
Image as Set of Points
International Conference on Learning Representations (ICLR), 2023
Xu Ma
Yuqian Zhou
Huan Wang
Can Qin
Bin Sun
Chang Liu
Yun Fu
VLM
186
67
0
02 Mar 2023
Jaccard Metric Losses: Optimizing the Jaccard Index with Soft Labels
Neural Information Processing Systems (NeurIPS), 2023
Zifu Wang
Xuefei Ning
Matthew B. Blaschko
VLM
539
20
0
11 Feb 2023
Class Enhancement Losses with Pseudo Labels for Zero-shot Semantic Segmentation
S. D. Dao
Hengcan Shi
Dinh Q. Phung
Jianfei Cai
VLM
120
1
0
18 Jan 2023
OneFormer: One Transformer to Rule Universal Image Segmentation
Computer Vision and Pattern Recognition (CVPR), 2022
Jitesh Jain
Jiacheng Li
M. Chiu
Ali Hassani
Nikita Orlov
Humphrey Shi
ViT
337
485
0
10 Nov 2022
A Generalist Framework for Panoptic Segmentation of Images and Videos
IEEE International Conference on Computer Vision (ICCV), 2022
Ting-Li Chen
Lala Li
Saurabh Saxena
Geoffrey E. Hinton
David J. Fleet
VGen
MLLM
442
131
0
12 Oct 2022
MOAT: Alternating Mobile Convolution and Attention Brings Strong Vision Models
International Conference on Learning Representations (ICLR), 2022
Chenglin Yang
Siyuan Qiao
Qihang Yu
Xiaoding Yuan
Yukun Zhu
Alan Yuille
Hartwig Adam
Liang-Chieh Chen
ViT
MoE
323
78
0
04 Oct 2022
A Review of Modern Approaches for Coronary Angiography Imaging Analysis
Maxim Y Popov
Temirgali Aimyshev
Eldar Ismailov
Ablay Bulegenov
S. Fazli
139
3
0
28 Sep 2022
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