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Clustering Propagation for Universal Medical Image Segmentation Yuhang Ding Liulei Li Wenguan Wang Yi Yang 148 21 0 25 Mar 2024
Depth-aware Panoptic Segmentation Tuan Nguyen M. Mehltretter Franz Rottensteiner MDE 159 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 VLM 278 17 0 14 Feb 2024
SPFormer: Enhancing Vision Transformer with Superpixel Representation Jieru Mei Liang-Chieh Chen Yaoyao Liu Cihang Xie ViT MDE 244 13 0 05 Jan 2024
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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 271 8 0 11 Dec 2023
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Towards Open-Ended Visual Recognition with Large Language Model Qihang Yu Xiaohui Shen Liang-Chieh Chen VLM 186 8 0 14 Nov 2023
PolyMaX: General Dense Prediction with Mask TransformerIEEE 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 243 24 0 09 Nov 2023
VST++: Efficient and Stronger Visual Saliency TransformerIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Nian Liu Ziyang Luo Ni Zhang Junwei Han ViT 199 40 0 18 Oct 2023
Rank-DETR for High Quality Object DetectionNeural Information Processing Systems (NeurIPS), 2023 Yifan Pu Weicong Liang Yiduo Hao Yuhui Yuan Yukang Yang Chao Zhang Hanhua Hu Gao Huang 297 91 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 195 63 0 11 Oct 2023
Superpixel Transformers for Efficient Semantic SegmentationIEEE/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 130 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 341 19 0 22 Sep 2023
Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIPNeural Information Processing Systems (NeurIPS), 2023 Qihang Yu Ju He XueQing Deng Xiaohui Shen Liang-Chieh Chen VLM CLIP 229 197 0 04 Aug 2023
Point2Mask: Point-supervised Panoptic Segmentation via Optimal TransportIEEE International Conference on Computer Vision (ICCV), 2023 Wentong Li Yu-Jie Yuan Song Wang Jianke Zhu Jianshu Li Jian Liu Lei Zhang 3DPC OT 300 33 0 03 Aug 2023
Cluster-Induced Mask Transformers for Effective Opportunistic Gastric Cancer Screening on Non-contrast CT ScansInternational 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 130 3 0 10 Jul 2023
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ReMaX: Relaxing for Better Training on Efficient Panoptic SegmentationNeural Information Processing Systems (NeurIPS), 2023 Shuyang Sun Weijun Wang Qihang Yu Andrew G. Howard Juil Sock Liang-Chieh Chen 211 19 0 29 Jun 2023
Compositor: Bottom-up Clustering and Compositing for Robust Part and Object SegmentationComputer Vision and Pattern Recognition (CVPR), 2023 Ju He Jieneng Chen Ming-Xian Lin Qihang Yu Alan Yuille 247 17 0 12 Jun 2023
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CLUSTSEG: Clustering for Universal SegmentationInternational Conference on Machine Learning (ICML), 2023 James Liang Tianfei Zhou Dongfang Liu Wenguan Wang VLM 275 72 0 03 May 2023
Revisiting the Encoding of Satellite Image Time SeriesBritish Machine Vision Conference (BMVC), 2023 Xin Cai Y. Bi Peter Nicholl Roy Sterritt AI4TS 228 7 0 03 May 2023
RT-K-Net: Revisiting K-Net for Real-Time Panoptic Segmentation Markus Schön M. Buchholz Klaus C. J. Dietmayer SSeg 160 2 0 02 May 2023
Transformer-Based Visual Segmentation: A SurveyIEEE 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 326 234 0 19 Apr 2023
Video-kMaX: A Simple Unified Approach for Online and Near-Online Video Panoptic SegmentationIEEE 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 225 22 0 10 Apr 2023
SE-shapelets: Semi-supervised Clustering of Time Series Using Representative ShapeletsExpert systems with applications (ESWA), 2023 Borui Cai Guang-Li Huang Shuiqiao Yang Yong Xiang Chi-Hung Chi AI4TS 118 8 0 06 Apr 2023
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FastInst: A Simple Query-Based Model for Real-Time Instance SegmentationComputer Vision and Pattern Recognition (CVPR), 2023 Junjie He Pengyu Li Yifeng Geng Xuansong Xie ISeg VLM 173 82 0 15 Mar 2023
Image as Set of PointsInternational Conference on Learning Representations (ICLR), 2023 Xu Ma Yuqian Zhou Huan Wang Can Qin Bin Sun Chang Liu Yun Fu VLM 155 63 0 02 Mar 2023
Jaccard Metric Losses: Optimizing the Jaccard Index with Soft LabelsNeural Information Processing Systems (NeurIPS), 2023 Zifu Wang Xuefei Ning Matthew B. Blaschko VLM 433 19 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 104 1 0 18 Jan 2023
OneFormer: One Transformer to Rule Universal Image SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Jitesh Jain Jiacheng Li M. Chiu Ali Hassani Nikita Orlov Humphrey Shi ViT 244 460 0 10 Nov 2022
A Generalist Framework for Panoptic Segmentation of Images and VideosIEEE International Conference on Computer Vision (ICCV), 2022 Ting-Li Chen Lala Li Saurabh Saxena Geoffrey E. Hinton David J. Fleet VGen MLLM 329 128 0 12 Oct 2022
MOAT: Alternating Mobile Convolution and Attention Brings Strong Vision ModelsInternational 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 285 76 0 04 Oct 2022
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CMT-DeepLab: Clustering Mask Transformers for Panoptic Segmentation

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