CMT-DeepLab: Clustering Mask Transformers for Panoptic Segmentation

17 June 2022

Siyuan Qiao

Papers citing "CMT-DeepLab: Clustering Mask Transformers for Panoptic Segmentation"

50 / 56 papers shown

Title
Dynamic Relation Inference via Verb Embeddings Omri Suissa Muhiim Ali Ariana Azarbal Hui Shen Shekhar Pradhan 97 0 0 17 Mar 2025
Dictionary-based Framework for Interpretable and Consistent Object Parsing Tiezheng Zhang Qihang Yu Alan Yuille Ju He 131 1 0 26 Feb 2025
MGNiceNet: Unified Monocular Geometric Scene Understanding Markus Schön Michael Buchholz Klaus C. J. Dietmayer 3DPC 266 0 0 18 Nov 2024
From Pixels to Objects: A Hierarchical Approach for Part and Object Segmentation Using Local and Global Aggregation Yunfei Xie Cihang Xie Alan Yuille Jieru Mei OCL 87 1 0 02 Sep 2024
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 134 63 0 27 Jun 2024
An Image is Worth 32 Tokens for Reconstruction and Generation Qihang Yu Mark Weber XueQing Deng Xiaohui Shen Daniel Cremers Liang-Chieh Chen VLM ViT 165 104 0 11 Jun 2024
ProMotion: Prototypes As Motion Learners Yawen Lu Dongfang Liu Qifan Wang Cheng Han Yiming Cui Zhiwen Cao Xueling Zhang Yingjie Victor Chen Heng Fan DiffM 117 3 0 07 Jun 2024
Semantic Line Combination Detector Jinwon Ko Dongkwon Jin Chang-Su Kim 48 1 0 29 Apr 2024
COCONut: Modernizing COCO Segmentation XueQing Deng Qihang Yu Peng Wang Xiaohui Shen Liang-Chieh Chen 84 17 0 12 Apr 2024
ViTamin: Designing Scalable Vision Models in the Vision-Language Era Jienneg Chen Qihang Yu Xiaohui Shen Alan Yuille Liang-Chieh Chen 3DV VLM 94 29 0 02 Apr 2024
Clustering Propagation for Universal Medical Image Segmentation Yuhang Ding Liulei Li Wenguan Wang Yi Yang 86 12 0 25 Mar 2024
Depth-aware Panoptic Segmentation Tuan Nguyen M. Mehltretter Franz Rottensteiner MDE 60 0 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 VLM 98 13 0 14 Feb 2024
SPFormer: Enhancing Vision Transformer with Superpixel Representation Jieru Mei Liang-Chieh Chen Alan Yuille Cihang Xie ViT MDE 83 4 0 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 114 2 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 95 5 0 11 Dec 2023
A Simple Video Segmenter by Tracking Objects Along Axial Trajectories Ju He Qihang Yu Inkyu Shin XueQing Deng Alan Yuille Xiaohui Shen Liang-Chieh Chen VOS 116 2 0 30 Nov 2023
Towards Open-Ended Visual Recognition with Large Language Model Qihang Yu Xiaohui Shen Liang-Chieh Chen VLM 74 8 0 14 Nov 2023
PolyMaX: General Dense Prediction with Mask Transformer Xuan S. Yang Liangzhe Yuan Kimberly Wilber Astuti Sharma Xiuye Gu ... Stephanie Debats Huisheng Wang Hartwig Adam Mikhail Sirotenko Liang-Chieh Chen 100 15 0 09 Nov 2023
VST++: Efficient and Stronger Visual Saliency Transformer Nian Liu Ziyang Luo Ni Zhang Junwei Han ViT 73 20 0 18 Oct 2023
Rank-DETR for High Quality Object Detection Yifan Pu Weicong Liang Yiduo Hao Yuhui Yuan Yukang Yang Chao Zhang Hanhua Hu Gao Huang 101 61 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 Alan Yuille Yuyin Zhou MedIm ViT 97 39 0 11 Oct 2023
Superpixel Transformers for Efficient Semantic Segmentation Xiao Han Jieru Mei Lu Zhang Hang Yan Yongkai Wu Liang-Chieh Chen Henrik Kretzschmar ViT 59 11 0 28 Sep 2023
ClusterFormer: Clustering As A Universal Visual Learner James Liang Yiming Cui Qifan Wang Tong Geng Wenguan Wang Dongfang Liu VLM 85 10 0 22 Sep 2023
Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIP Qihang Yu Ju He XueQing Deng Xiaohui Shen Liang-Chieh Chen VLM CLIP 100 152 0 04 Aug 2023
Point2Mask: Point-supervised Panoptic Segmentation via Optimal Transport Wentong Li Yu-Jie Yuan Song Wang Jianke Zhu Jianshu Li Jian Liu Lei Zhang 3DPC OT 108 21 0 03 Aug 2023
Cluster-Induced Mask Transformers for Effective Opportunistic Gastric Cancer Screening on Non-contrast CT Scans Ming Yuan Yingda Xia Xin Chen Jiawen Yao Junling Wang ... Bin Dong Le Lu Li Zhang Zaiyi Liu Ling Zhang 50 3 0 10 Jul 2023
Learning Content-enhanced Mask Transformer for Domain Generalized Urban-Scene Segmentation Qi Bi Shaodi You Theo Gevers ViT 182 43 0 01 Jul 2023
ReMaX: Relaxing for Better Training on Efficient Panoptic Segmentation Shuyang Sun Weijun Wang Qihang Yu Andrew G. Howard Philip Torr Liang-Chieh Chen 103 15 0 29 Jun 2023
Compositor: Bottom-up Clustering and Compositing for Robust Part and Object Segmentation Ju He Jieneng Chen Ming-Xian Lin Qihang Yu Alan Yuille 78 13 0 12 Jun 2023
Contrastive Lift: 3D Object Instance Segmentation by Slow-Fast Contrastive Fusion Yash Bhalgat Iro Laina João F. Henriques Andrew Zisserman Andrea Vedaldi 58 45 0 07 Jun 2023
PhenoBench -- A Large Dataset and Benchmarks for Semantic Image Interpretation in the Agricultural Domain J. Weyler Federico Magistri E. Marks Yue Linn Chong Matteo Sodano Gianmarco Roggiolani Nived Chebrolu C. Stachniss Jens Behley 109 33 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 107 20 0 06 Jun 2023
HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation Jian Ding Nan Xue Guisong Xia Bernt Schiele Dengxin Dai ViT 80 32 0 22 May 2023
CLUSTSEG: Clustering for Universal Segmentation James Liang Tianfei Zhou Dongfang Liu Wenguan Wang VLM 130 49 0 03 May 2023
Revisiting the Encoding of Satellite Image Time Series Xin Cai Y. Bi Peter Nicholl Roy Sterritt AI4TS 83 5 0 03 May 2023
RT-K-Net: Revisiting K-Net for Real-Time Panoptic Segmentation Markus Schön M. Buchholz Klaus C. J. Dietmayer SSeg 47 2 0 02 May 2023
Transformer-Based Visual Segmentation: A Survey Xiangtai Li Henghui Ding Haobo Yuan Wenwei Zhang Jiangmiao Pang Guangliang Cheng Kai-xiang Chen Ziwei Liu Chen Change Loy ViT MedIm 165 147 0 19 Apr 2023
Video-kMaX: A Simple Unified Approach for Online and Near-Online Video Panoptic Segmentation Inkyu Shin Dahun Kim Qihang Yu Jun Xie Hong-Seok Kim Bradley Green In So Kweon Kuk-Jin Yoon Liang-Chieh Chen VLM 121 18 0 10 Apr 2023
SE-shapelets: Semi-supervised Clustering of Time Series Using Representative Shapelets Borui Cai Guang-Li Huang Shuiqiao Yang Yong Xiang Chi-Hung Chi AI4TS 56 5 0 06 Apr 2023
Uncertainty estimation in Deep Learning for Panoptic segmentation Michael J. Smith F. Ferrie OOD UQCV 65 0 0 04 Apr 2023
Devil is in the Queries: Advancing Mask Transformers for Real-world Medical Image Segmentation and Out-of-Distribution Localization Mingze Yuan Yingda Xia Hexin Dong Zi Chen Jiawen Yao ... Bin Dong Jing Zhou Le Lu Ling Zhang Li Zhang OOD MedIm 57 23 0 01 Apr 2023
FastInst: A Simple Query-Based Model for Real-Time Instance Segmentation Junjie He Pengyu Li Yifeng Geng Xuansong Xie ISeg VLM 77 52 0 15 Mar 2023
Image as Set of Points Xu Ma Yuqian Zhou Huan Wang Can Qin Bin Sun Chang Liu Yun Fu VLM 82 52 0 02 Mar 2023
Jaccard Metric Losses: Optimizing the Jaccard Index with Soft Labels Zifu Wang Xuefei Ning Matthew B. Blaschko VLM 114 14 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 59 0 0 18 Jan 2023
OneFormer: One Transformer to Rule Universal Image Segmentation Jitesh Jain Jiacheng Li M. Chiu Ali Hassani Nikita Orlov Humphrey Shi ViT 78 348 0 10 Nov 2022
A Generalist Framework for Panoptic Segmentation of Images and Videos Ting-Li Chen Lala Li Saurabh Saxena Geoffrey E. Hinton David J. Fleet VGen MLLM 121 104 0 12 Oct 2022
MOAT: Alternating Mobile Convolution and Attention Brings Strong Vision Models Chenglin Yang Siyuan Qiao Qihang Yu Xiaoding Yuan Yukun Zhu Alan Yuille Hartwig Adam Liang-Chieh Chen ViT MoE 118 66 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 33 3 0 28 Sep 2022