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
HiCD: Change Detection in Quality-Varied Images via Hierarchical Correlation Distillation Chao Pang Xingxing Weng Jiang Wu Qiang Wang Gui-Song Xia 35 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 29 1 0 05 Jan 2024
Marginal Debiased Network for Fair Visual Recognition Mei Wang Weihong Deng Sen Su 35 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 22 8 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-jin Yang Yun Gu 46 1 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 33 6 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 31 6 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 45 17 0 29 Oct 2023
CoDet: Co-Occurrence Guided Region-Word Alignment for Open-Vocabulary Object Detection Chuofan Ma Yi-Xin Jiang Xin Wen Zehuan Yuan Xiaojuan Qi ObjD VLM 31 48 0 25 Oct 2023
UniParser: Multi-Human Parsing with Unified Correlation Representation Learning Jiaming Chu Lei Jin Junliang Xing Jian-jun Zhao 29 0 0 13 Oct 2023
LOGICSEG: Parsing Visual Semantics with Neural Logic Learning and Reasoning Liulei Li Wenguan Wang Yi Yang NAI VLM 35 27 0 24 Sep 2023
Detect Everything with Few Examples Xinyu Zhang Yuting Wang Abdeslam Boularias ObjD VLM 32 13 0 22 Sep 2023
DA-RAW: Domain Adaptive Object Detection for Real-World Adverse Weather Conditions Minsik Jeon Junwon Seo Jihong Min 18 0 0 15 Sep 2023
Prototype-based Dataset Comparison Nanne van Noord 31 6 0 05 Sep 2023
Exploring the Robustness of Human Parsers Towards Common Corruptions Sanyi Zhang Xiaochun Cao Rui Wang Guohong Qi Jie Zhou 27 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 Yong-Jin Liu Chengjie Wang 19 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 33 5 0 24 Aug 2023
Logic-induced Diagnostic Reasoning for Semi-supervised Semantic Segmentation Chen Liang Wenguan Wang Jiaxu Miao Yi Yang NAI 39 29 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 30 8 0 09 Aug 2023
CMDA: Cross-Modality Domain Adaptation for Nighttime Semantic Segmentation Ruihao Xia Chaoqiang Zhao Meng Zheng Ziyan Wu Qiyu Sun Yang Tang 36 29 0 29 Jul 2023
Clustering based Point Cloud Representation Learning for 3D Analysis Tuo Feng Wenguan Wang Xiaohan Wang Yi Yang Qinghua Zheng 3DPC 30 26 0 27 Jul 2023
CORE: Cooperative Reconstruction for Multi-Agent Perception Binglu Wang Lei Zhang Zhaozhong Wang Yongqiang Zhao Tianfei Zhou 35 33 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 Zhaohui Hou Zhicheng Zhao 31 3 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 30 9 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 27 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 11 3 0 04 Jul 2023
Towards Open-World Segmentation of Parts Tai-Yu Pan Qing Liu Wei-Lun Chao Brian L. Price OCL 35 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 35 22 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 29 104 0 21 Mar 2023
Class-level Multiple Distributions Representation are Necessary for Semantic Segmentation Jianjian Yin Zhichao Zheng Yanhui Gu Junsheng Zhou Yi Chen 41 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 57 15 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 32 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 29 212 0 23 Feb 2023
Learning from Mistakes: Self-Regularizing Hierarchical Representations in Point Cloud Semantic Segmentation Elena Camuffo Umberto Michieli Simone Milani 3DPC 30 4 0 26 Jan 2023
Hybrid Open-set Segmentation with Synthetic Negative Data Matej Grcić Sinivsa vSegvić 16 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 34 0 0 18 Jan 2023
Linguistic Query-Guided Mask Generation for Referring Image Segmentation Zhichao Wei Xiaohao Chen Mingqiang Chen Siyu Zhu VLM 25 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 31 5 0 20 Dec 2022
Masked autoencoders are effective solution to transformer data-hungry Jia-ju Mao Honggu Zhou Xuesong Yin Binling Nie MedIm 35 6 0 12 Dec 2022
Synthetic-to-Real Domain Generalized Semantic Segmentation for 3D Indoor Point Clouds Yuyang Zhao Na Zhao G. Lee 3DPC 35 5 0 09 Dec 2022
Framework-agnostic Semantically-aware Global Reasoning for Segmentation Mir Rayat Imtiaz Hossain Leonid Sigal James J. Little ViT 27 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 24 16 0 05 Dec 2022
FsaNet: Frequency Self-attention for Semantic Segmentation Fengyu Zhang Ashkan Panahi Guangjun Gao AI4TS 32 28 0 28 Nov 2022
Visual Semantic Segmentation Based on Few/Zero-Shot Learning: An Overview Wenqi Ren Yang Tang Qiyu Sun Chaoqiang Zhao Qing‐Long Han VLM 21 41 0 13 Nov 2022
RGB-T Semantic Segmentation with Location, Activation, and Sharpening Gongyang Li Yike Wang Zhi Liu Xinpeng Zhang Dan Zeng 29 95 0 26 Oct 2022
An Interpretable Deep Semantic Segmentation Method for Earth Observation Ziyang Zhang Plamen Angelov Eduardo Soares Nicolas Longépé P. Mathieu 33 8 0 23 Oct 2022
Number-Adaptive Prototype Learning for 3D Point Cloud Semantic Segmentation Yangheng Zhao Jun Wang Xiaolong Li Yue Hu Ce Zhang Yanfeng Wang Siheng Chen 3DPC 22 11 0 18 Oct 2022
Semantic Segmentation with Active Semi-Supervised Representation Learning Aneesh Rangnekar Christopher Kanan Matthew Hoffman 33 5 0 16 Oct 2022
Semi-supervised Semantic Segmentation with Prototype-based Consistency Regularization Hai-Ming Xu Lingqiao Liu Qiuchen Bian Zhengeng Yang 25 68 0 10 Oct 2022
Coded Residual Transform for Generalizable Deep Metric Learning Shichao Kan Yixiong Liang Min Li Yigang Cen Jianxin Wang Z. He 34 3 0 09 Oct 2022