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Rethinking Semantic Segmentation: A Prototype View

28 March 2022

Luc Van Gool

Papers citing "Rethinking Semantic Segmentation: A Prototype View"

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Title
Clustering Propagation for Universal Medical Image Segmentation Yuhang Ding Liulei Li Wenguan Wang Yi Yang 92 12 0 25 Mar 2024
Hunting Attributes: Context Prototype-Aware Learning for Weakly Supervised Semantic Segmentation Feilong Tang Zhongxing Xu Zhaojun Qu Wei Feng Xingjian Jiang Zongyuan Ge 101 10 0 12 Mar 2024
Separate and Conquer: Decoupling Co-occurrence via Decomposition and Representation for Weakly Supervised Semantic Segmentation Zhiwei Yang Kexue Fu Minghong Duan Linhao Qu Shuo Wang Zhijian Song 85 15 0 28 Feb 2024
PRCL: Probabilistic Representation Contrastive Learning for Semi-Supervised Semantic Segmentation Haoyu Xie Changqi Wang Jian-jun Zhao Yang Liu Jun Dan Chong Fu Baigui Sun SSL 103 11 0 28 Feb 2024
Exploring the Synergies of Hybrid CNNs and ViTs Architectures for Computer Vision: A survey Haruna Yunusa Shiyin Qin Abdulrahman Hamman Adama Chukkol Abdulganiyu Abdu Yusuf Isah Bello A. Lawan ViT 114 14 0 05 Feb 2024
Learning with Mixture of Prototypes for Out-of-Distribution Detection Haodong Lu Dong Gong Shuo Wang Jason Xue Lina Yao Kristen Moore OODD 136 27 0 05 Feb 2024
Spatial Structure Constraints for Weakly Supervised Semantic Segmentation Tao Chen Yazhou Yao Xing-Rui Huang Zechao Li Liqiang Nie Jinhui Tang 63 20 0 20 Jan 2024
HiCD: Change Detection in Quality-Varied Images via Hierarchical Correlation Distillation Chao Pang Xingxing Weng Jiang Wu Qiang Wang Gui-Song Xia 91 4 0 19 Jan 2024
Learning Multimodal Volumetric Features for Large-Scale Neuron Tracing Qihua Chen Xuejin Chen Chenxuan Wang Yixiong Liu Zhiwei Xiong Feng Wu 3DV 70 1 0 05 Jan 2024
Marginal Debiased Network for Fair Visual Recognition Mei Wang Weihong Deng Sen Su 88 0 0 04 Jan 2024
Beyond Prototypes: Semantic Anchor Regularization for Better Representation Learning Yanqi Ge Qiang Nie Ye Huang Yong-Jin Liu Chengjie Wang Feng Zheng Wen Li Lixin Duan CLL 75 10 0 19 Dec 2023
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 128 2 0 13 Dec 2023
MS-Former: Memory-Supported Transformer for Weakly Supervised Change Detection with Patch-Level Annotations Zhenglai Li Chang-Fu Tang Xinwang Liu Changdong Li Xianju Li Wei Zhang 61 7 0 16 Nov 2023
EviPrompt: A Training-Free Evidential Prompt Generation Method for Segment Anything Model in Medical Images Yinsong Xu Jiaqi Tang Aidong Men Qingchao Chen VLM MedIm 90 7 0 10 Nov 2023
Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic Segmentation Fei Zhang Tianfei Zhou Boyang Li Hao He Chaofan Ma Tianjiao Zhang Jiangchao Yao Ya Zhang Yanfeng Wang VLM 125 21 0 29 Oct 2023
CoDet: Co-Occurrence Guided Region-Word Alignment for Open-Vocabulary Object Detection Chuofan Ma Yi Jiang Xin Wen Zehuan Yuan Xiaojuan Qi ObjD VLM 92 50 0 25 Oct 2023
UniParser: Multi-Human Parsing with Unified Correlation Representation Learning Jiaming Chu Lei Jin Junliang Xing Jian-jun Zhao 83 1 0 13 Oct 2023
LOGICSEG: Parsing Visual Semantics with Neural Logic Learning and Reasoning Liulei Li Wenguan Wang Yi Yang NAI VLM 95 27 0 24 Sep 2023
Detect Everything with Few Examples Xinyu Zhang Yuting Wang Abdeslam Boularias ObjD VLM 104 14 0 22 Sep 2023
DA-RAW: Domain Adaptive Object Detection for Real-World Adverse Weather Conditions Minsik Jeon Junwon Seo Jihong Min 83 0 0 15 Sep 2023
Prototype-based Dataset Comparison Nanne van Noord 93 7 0 05 Sep 2023
Exploring the Robustness of Human Parsers Towards Common Corruptions Sanyi Zhang Xiaochun Cao Rui Wang Guohong Qi Jie Zhou 54 1 0 02 Sep 2023
IIDM: Inter and Intra-domain Mixing for Semi-supervised Domain Adaptation in Semantic Segmentation Weifu Fu Qiang Nie Jialin Li Yu-Hsiang Lin Kai Wu Jian Li Yabiao Wang Yang Liu Chengjie Wang 49 1 0 30 Aug 2023
Boosting Semantic Segmentation from the Perspective of Explicit Class Embeddings Yuhe Liu Chuanjian Liu Kai Han Quan Tang Zengchang Qin 70 5 0 24 Aug 2023
Logic-induced Diagnostic Reasoning for Semi-supervised Semantic Segmentation Chen Liang Wenguan Wang Jiaxu Miao Yi Yang NAI 102 34 0 24 Aug 2023
Prototypical Kernel Learning and Open-set Foreground Perception for Generalized Few-shot Semantic Segmentation Kai Huang Fei Wang Ye Xi Yutao Gao 88 9 0 09 Aug 2023
Incorporating Pre-training Data Matters in Unsupervised Domain Adaptation Yinsong Xu Aidong Men Yang Liu Xiahai Zhuang Qingchao Chen 74 0 0 06 Aug 2023
CMDA: Cross-Modality Domain Adaptation for Nighttime Semantic Segmentation Ruihao Xia Chaoqiang Zhao Meng Zheng Ziyan Wu Qiyu Sun Yang Tang 90 31 0 29 Jul 2023
Clustering based Point Cloud Representation Learning for 3D Analysis Tuo Feng Wenguan Wang Xiaohan Wang Yi Yang Qinghua Zheng 3DPC 93 32 0 27 Jul 2023
CORE: Cooperative Reconstruction for Multi-Agent Perception Binglu Wang Lei Zhang Zhaozhong Wang Yongqiang Zhao Tianfei Zhou 115 36 0 21 Jul 2023
Boundary-Refined Prototype Generation: A General End-to-End Paradigm for Semi-Supervised Semantic Segmentation Junhao Dong Zhu Meng Delong Liu Zhicheng Zhao Fei Su 77 4 0 19 Jul 2023
Space Engage: Collaborative Space Supervision for Contrastive-based Semi-Supervised Semantic Segmentation Changqi Wang Haoyu Xie Yuhui Yuan Chong Fu Xiangyu Yue VLM 74 11 0 19 Jul 2023
Holistic Prototype Attention Network for Few-Shot VOS Yin Tang Tao Chen XiRuo Jiang Yazhou Yao G. Xie Hengtao Shen VOS 79 1 0 16 Jul 2023
ProtoDiffusion: Classifier-Free Diffusion Guidance with Prototype Learning Gulcin Baykal Halil Faruk Karagoz T. Binhuraib Gözde B. Ünal VLM DiffM 55 4 0 04 Jul 2023
Towards Open-World Segmentation of Parts Tai-Yu Pan Qing Liu Wei-Lun Chao Brian L. Price OCL 98 14 0 26 May 2023
VLPD: Context-Aware Pedestrian Detection via Vision-Language Semantic Self-Supervision Mengyin Liu Jie Jiang Chao Zhu Xu-Cheng Yin VLM 62 25 0 06 Apr 2023
CAT-Seg: Cost Aggregation for Open-Vocabulary Semantic Segmentation Seokju Cho Heeseong Shin Sung‐Jin Hong Anurag Arnab Paul Hongsuck Seo Seung Wook Kim VLM 109 115 0 21 Mar 2023
Class-level Multiple Distributions Representation are Necessary for Semantic Segmentation Jianjian Yin Zhichao Zheng Yanhui Gu Junsheng Zhou Yi Chen 98 6 0 14 Mar 2023
SIM: Semantic-aware Instance Mask Generation for Box-Supervised Instance Segmentation Ruihuang Li Chenhang He Yabin Zhang Shuai Li Liyi Chen Lei Zhang ISeg 90 16 0 14 Mar 2023
Soft labelling for semantic segmentation: Bringing coherence to label down-sampling Roberto Alcover-Couso Marcos Escudero-Viñolo Juan C. Sanmiguel Jose M. Martínez 82 7 0 27 Feb 2023
VoxFormer: Sparse Voxel Transformer for Camera-based 3D Semantic Scene Completion Yiming Li Zhiding Yu Chris Choy Chaowei Xiao J. Álvarez Sanja Fidler Chen Feng Anima Anandkumar ViT 126 237 0 23 Feb 2023
Learning from Mistakes: Self-Regularizing Hierarchical Representations in Point Cloud Semantic Segmentation Elena Camuffo Umberto Michieli Simone Milani 3DPC 101 5 0 26 Jan 2023
Hybrid Open-set Segmentation with Synthetic Negative Data Matej Grcić Sinivsa vSegvić 93 6 0 19 Jan 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
Linguistic Query-Guided Mask Generation for Referring Image Segmentation Zhichao Wei Xiaohao Chen Mingqiang Chen Siyu Zhu VLM 120 1 0 16 Jan 2023
Weakly supervised training of universal visual concepts for multi-domain semantic segmentation Petra Bevandić Marin Orsic Ivan Grubišić Josip Saric Sinisa Segvic 86 5 0 20 Dec 2022
Masked autoencoders are effective solution to transformer data-hungry Jia-ju Mao Honggu Zhou Xuesong Yin Binling Nie MedIm 122 7 0 12 Dec 2022
Synthetic-to-Real Domain Generalized Semantic Segmentation for 3D Indoor Point Clouds Yuyang Zhao Na Zhao G. Lee 3DPC 88 6 0 09 Dec 2022
Framework-agnostic Semantically-aware Global Reasoning for Segmentation Mir Rayat Imtiaz Hossain Leonid Sigal James J. Little ViT 50 0 0 06 Dec 2022
BiSTNet: Semantic Image Prior Guided Bidirectional Temporal Feature Fusion for Deep Exemplar-based Video Colorization Yixin Yang Zhongzheng Peng Xiaoyu Du Zhulin Tao Jinhui Tang Jin-shan Pan VOS 80 18 0 05 Dec 2022