Rethinking Semantic Segmentation: A Prototype View

28 March 2022

Luc Van Gool

Papers citing "Rethinking Semantic Segmentation: A Prototype View"

50 / 119 papers shown

Title
Robust Multimodal Segmentation with Representation Regularization and Hybrid Prototype Distillation Jiaqi Tan Xu Zheng Yuhang Liu 7 0 0 19 May 2025
FedEMA: Federated Exponential Moving Averaging with Negative Entropy Regularizer in Autonomous Driving Wei-Bin Kou Guangxu Zhu Bingyang Cheng Shuai Wang Ming Tang Yik-Chung Wu 45 0 0 01 May 2025
iMacSR: Intermediate Multi-Access Supervision and Regularization in Training Autonomous Driving Models Wei-Bin Kou Guangxu Zhu Yichen Jin Shuai Wang Ming Tang Yik-Chung Wu 41 0 0 01 May 2025
SRMF: A Data Augmentation and Multimodal Fusion Approach for Long-Tail UHR Satellite Image Segmentation Yulong Guo Zilun Zhang Yongheng Shang Tiancheng Zhao Shuiguang Deng Yingchun Yang Jianwei Yin 68 0 0 28 Apr 2025
Interpretable Affordance Detection on 3D Point Clouds with Probabilistic Prototypes M. Li Korbinian Franz Rudolf Nils Blank Rudolf Lioutikov 3DPC 41 0 0 25 Apr 2025
Interpretable Image Classification via Non-parametric Part Prototype Learning Zhijie Zhu Lei Fan M. Pagnucco Yang Song 49 0 0 13 Mar 2025
MemorySAM: Memorize Modalities and Semantics with Segment Anything Model 2 for Multi-modal Semantic Segmentation Chenfei Liao Xu Zheng Yuanhuiyi Lyu Haiwei Xue Yihong Cao Jiawen Wang Kailun Yang Xuming Hu VLM 66 6 0 09 Mar 2025
MultiCo3D: Multi-Label Voxel Contrast for One-Shot Incremental Segmentation of 3D Neuroimages Hao Xu Tengfei Xue Dongnan Liu Yuqian Chen Fan Zhang C. Westin Ron Kikinis L. O’Donnell Weidong Cai 41 0 0 09 Mar 2025
Learning Clustering-based Prototypes for Compositional Zero-shot Learning Hongyu Qu Jianan Wei Xiangbo Shu Wenguan Wang VLM 51 1 0 10 Feb 2025
Uncertainty-Participation Context Consistency Learning for Semi-supervised Semantic Segmentation Jianjian Yin Yi Chen Zhichao Zheng Junsheng Zhou Yanhui Gu 49 3 0 23 Dec 2024
Exact: Exploring Space-Time Perceptive Clues for Weakly Supervised Satellite Image Time Series Semantic Segmentation Hao Zhu Yan Zhu Jiayu Xiao Tianxiang Xiao Yike Ma Yucheng Zhang Feng Dai 85 0 0 05 Dec 2024
Cross- and Intra-image Prototypical Learning for Multi-label Disease Diagnosis and Interpretation Chong Wang Fengbei Liu Yuanhong Chen Helen Frazer Gustavo Carneiro 32 2 0 07 Nov 2024
Rethinking Decoders for Transformer-based Semantic Segmentation: A Compression Perspective Qishuai Wen Chun-Guang Li ViT 37 0 0 05 Nov 2024
Double Banking on Knowledge: Customized Modulation and Prototypes for Multi-Modality Semi-supervised Medical Image Segmentation Yingyu Chen Ziyuan Yang Ming Yan Zhongzhou Zhang Hui Yu Yan Liu Yi Zhang 26 0 0 23 Oct 2024
Towards Open-Vocabulary Semantic Segmentation Without Semantic Labels Heeseong Shin Chaehyun Kim Sunghwan Hong Seokju Cho Anurag Arnab Paul Hongsuck Seo Seungryong Kim VLM 39 1 0 30 Sep 2024
Hybrid Mamba for Few-Shot Segmentation Qianxiong Xu Xuanyi Liu Lanyun Zhu Guosheng Lin Cheng Long Ziyue Li Rui Zhao Mamba 33 3 0 29 Sep 2024
Fast-Convergent and Communication-Alleviated Heterogeneous Hierarchical Federated Learning in Autonomous Driving Wei-Bin Kou Qingfeng Lin Ming Tang Rongguang Ye Shuai Wang Guangxu Zhu Yik-Chung Wu 32 4 0 29 Sep 2024
A Bottom-Up Approach to Class-Agnostic Image Segmentation Sebastian Dille Ari Blondal Sylvain Paris Yağız Aksoy 18 0 0 20 Sep 2024
GINTRIP: Interpretable Temporal Graph Regression using Information bottleneck and Prototype-based method Ali Royat Seyed Mohamad Moghadas Lesley De Cruz Adrian Munteanu 26 0 0 17 Sep 2024
Multi-Scale Grouped Prototypes for Interpretable Semantic Segmentation Hugo Porta Emanuele Dalsasso Diego Marcos D. Tuia 95 0 0 14 Sep 2024
Labeled-to-Unlabeled Distribution Alignment for Partially-Supervised Multi-Organ Medical Image Segmentation Xixi Jiang Dong Zhang Xiang Li Kangyi Liu Kwang-Ting Cheng Xin Yang OOD 25 1 0 05 Sep 2024
Image Segmentation in Foundation Model Era: A Survey Tianfei Zhou Fei Zhang Boyu Chang Wenguan Wang Ye Yuan E. Konukoglu Daniel Cremers VLM 42 4 0 23 Aug 2024
Prototype Learning Guided Hybrid Network for Breast Tumor Segmentation in DCE-MRI Lei Zhou Yuzhong Zhang Jiadong Zhang Xuejun Qian Chen Gong ... Zhongxiang Ding Xing Wang Zhenhui Li Zaiyi Liu Dinggang Shen MedIm 35 5 0 11 Aug 2024
Pixel-Level Domain Adaptation: A New Perspective for Enhancing Weakly Supervised Semantic Segmentation Ye Du Zehua Fu Qingjie Liu 31 1 0 04 Aug 2024
Embedding-Free Transformer with Inference Spatial Reduction for Efficient Semantic Segmentation Hyunwoo Yu Yubin Cho Beoungwoo Kang Seunghun Moon Kyeongbo Kong Suk-Ju Kang 30 3 0 24 Jul 2024
Non-parametric regularization for class imbalance federated medical image classification Jeffry Wicaksana Zengqiang Yan Kwang-Ting Cheng FedML 29 0 0 17 Jul 2024
Eliminating Feature Ambiguity for Few-Shot Segmentation Qianxiong Xu Guosheng Lin Chen Change Loy Cheng Long Ziyue Li Rui Zhao 34 2 0 13 Jul 2024
Urban Waterlogging Detection: A Challenging Benchmark and Large-Small Model Co-Adapter Suqi Song Chenxu Zhang Peng Zhang Pengkun Li Fenglong Song Lei Zhang VLM 39 0 0 11 Jul 2024
General and Task-Oriented Video Segmentation Mu Chen Liulei Li Wenguan Wang Ruijie Quan Yi Yang VOS 62 4 0 09 Jul 2024
PTaRL: Prototype-based Tabular Representation Learning via Space Calibration Hangting Ye Wei Fan Xiaozhuang Song Shun Zheng He Zhao Dandan Guo Yi Chang OOD 47 19 0 07 Jul 2024
FedRC: A Rapid-Converged Hierarchical Federated Learning Framework in Street Scene Semantic Understanding Wei-Bin Kou Qingfeng Lin Ming Tang Shuai Wang Guangxu Zhu Yik-Chung Wu 44 3 0 01 Jul 2024
Fine-grained Background Representation for Weakly Supervised Semantic Segmentation Xu Yin Woobin Im Dongbo Min Yuchi Huo Fei Pan Sung-Eui Yoon 54 4 0 22 Jun 2024
Cephalometric Landmark Detection across Ages with Prototypical Network Han Wu Chong Wang Lanzhuju Mei Tong Yang Min Zhu Dingggang Shen Zhiming Cui 42 4 0 18 Jun 2024
Convolutional Neural Networks and Vision Transformers for Fashion MNIST Classification: A Literature Review Sonia Bbouzidi Ghazala Hcini Imen Jdey Fadoua Drira 29 4 0 05 Jun 2024
Prototypical Transformer as Unified Motion Learners Cheng Han Yawen Lu Guohao Sun James Liang Zhiwen Cao ... S. Dianat Raghuveer M. Rao Tong Geng Zhiqiang Tao Dongfang Liu ViT 37 2 0 03 Jun 2024
Organizing Background to Explore Latent Classes for Incremental Few-shot Semantic Segmentation Li Shan Wenzhang Zhou Wei Li Xingyu Ding CLL 39 0 0 29 May 2024
Bring Adaptive Binding Prototypes to Generalized Referring Expression Segmentation Weize Li Zhaohui Hou Haochen Bai Zhicheng Zhao 43 0 0 24 May 2024
Context-Guided Spatial Feature Reconstruction for Efficient Semantic Segmentation Zhenliang Ni Xinghao Chen Yingjie Zhai Yehui Tang Yunhe Wang 46 15 0 10 May 2024
pFedLVM: A Large Vision Model (LVM)-Driven and Latent Feature-Based Personalized Federated Learning Framework in Autonomous Driving Wei-Bin Kou Qingfeng Lin Ming Tang Sheng Xu Rongguang Ye ... Shuai Wang Guofa Li Zhenyu Chen Guangxu Zhu Yik-Chung Wu FedML 52 11 0 07 May 2024
Visual Knowledge in the Big Model Era: Retrospect and Prospect Wenguan Wang Yi Yang Yunhe Pan VLM 40 16 0 05 Apr 2024
BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression Tasks Zhiyuan Cheng Zhaoyi Liu Tengda Guo Shiwei Feng Dongfang Liu Mingjie Tang Xiangyu Zhang AAML 36 3 0 01 Apr 2024
Clustering for Protein Representation Learning Ruijie Quan Wenguan Wang Fan Ma Hehe Fan Yi Yang 29 5 0 30 Mar 2024
Neural Clustering based Visual Representation Learning Guikun Chen Xia Li Yi Yang Wenguan Wang SSL 37 8 0 26 Mar 2024
Clustering Propagation for Universal Medical Image Segmentation Yuhang Ding Liulei Li Wenguan Wang Yi Yang 46 9 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 56 7 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 37 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 42 8 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 43 13 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 60 22 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 32 15 0 20 Jan 2024