Weakly-Supervised Semantic Segmentation via Sub-category Exploration

3 August 2020

Ming-Hsuan Yang

Papers citing "Weakly-Supervised Semantic Segmentation via Sub-category Exploration"

50 / 140 papers shown

Title
CLIP is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation Yuqi Lin Minghao Chen Wenxiao Wang Boxi Wu Ke Li Binbin Lin Haifeng Liu Xiaofei He VLM CLIP 18 118 0 16 Dec 2022
Out-of-Candidate Rectification for Weakly Supervised Semantic Segmentation Ze-Long Cheng Pengchong Qiao Kehan Li Siheng Li Pengxu Wei Xiang Ji Li-ming Yuan Chang Liu Jie Chen 26 36 0 22 Nov 2022
Max Pooling with Vision Transformers reconciles class and shape in weakly supervised semantic segmentation Simone Rossetti Damiano Zappia Marta Sanzari M. Schaerf F. Pirri ViT 36 57 0 31 Oct 2022
SemFormer: Semantic Guided Activation Transformer for Weakly Supervised Semantic Segmentation Junliang Chen Xiaodong Zhao Cheng Luo Linlin Shen ViT 27 3 0 26 Oct 2022
Weak-shot Semantic Segmentation via Dual Similarity Transfer Junjie Chen Li Niu Siyuan Zhou Jianlou Si Chao Qian Liqing Zhang 24 6 0 05 Oct 2022
Dual Progressive Transformations for Weakly Supervised Semantic Segmentation Dong Huo Yukun Su Qingyao Wu ViT 26 4 0 30 Sep 2022
Model-Assisted Labeling via Explainability for Visual Inspection of Civil Infrastructures Klara Janouskova Mattia Rigotti I. Giurgiu C. Malossi 19 3 0 22 Sep 2022
Weakly Supervised Semantic Segmentation via Progressive Patch Learning Jinlong Li Zequn Jie Xu Wang Yu Zhou Xiaolin K. Wei Lin Ma VLM 55 20 0 16 Sep 2022
Expansion and Shrinkage of Localization for Weakly-Supervised Semantic Segmentation Jinlong Li Zequn Jie Xu Wang Xiaolin K. Wei Lin Ma WSOL 35 47 0 16 Sep 2022
A comprehensive survey on recent deep learning-based methods applied to surgical data Mansoor Ali Rafael Martinez Garcia Peña Gilberto Ochoa-Ruiz Sharib Ali 24 6 0 03 Sep 2022
EAA-Net: Rethinking the Autoencoder Architecture with Intra-class Features for Medical Image Segmentation Shiqiang Ma Xia Li Jijun Tang Fei Guo 24 3 0 19 Aug 2022
When CNN Meet with ViT: Towards Semi-Supervised Learning for Multi-Class Medical Image Semantic Segmentation Ziyang Wang Tianze Li Jian-Qing Zheng Baoru Huang 17 33 0 12 Aug 2022
Weakly Supervised Deep Instance Nuclei Detection using Points Annotation in 3D Cardiovascular Immunofluorescent Images Nazanin Moradinasab Yash Sharma Laura S. Shankman Gary K. Owens Donald E. Brown 21 1 0 29 Jul 2022
Bagging Regional Classification Activation Maps for Weakly Supervised Object Localization Lei Zhu Qian Chen Lujia Jin Yunfei You Yanye Lu WSOL 23 19 0 16 Jul 2022
eX-ViT: A Novel eXplainable Vision Transformer for Weakly Supervised Semantic Segmentation Lu Yu Wei Xiang Juan Fang Yi-Ping Phoebe Chen Lianhua Chi ViT 27 24 0 12 Jul 2022
A Survey on Label-efficient Deep Image Segmentation: Bridging the Gap between Weak Supervision and Dense Prediction Wei Shen Zelin Peng Xuehui Wang Huayu Wang Jiazhong Cen Dongsheng Jiang Lingxi Xie Xiaokang Yang Qi Tian VLM 19 77 0 04 Jul 2022
Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic Segmentation Tao Chen Yazhou Yao Lei Zhang Qiong Wang G. Xie Fumin Shen 24 52 0 20 Jun 2022
ReCo: Retrieve and Co-segment for Zero-shot Transfer Gyungin Shin Weidi Xie Samuel Albanie VLM 27 89 0 14 Jun 2022
Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images Yi Li Yi-Zhou Yu Yi-Xuan Zou Tianqi Xiang Xiaomeng Li MedIm 27 19 0 14 Jun 2022
Labeling Where Adapting Fails: Cross-Domain Semantic Segmentation with Point Supervision via Active Selection Fei Pan François Rameau Junsik Kim In So Kweon 32 2 0 01 Jun 2022
Mixed-UNet: Refined Class Activation Mapping for Weakly-Supervised Semantic Segmentation with Multi-scale Inference Yang Liu Ersi Zhang Lulu Xu Chufan Xiao Xiao-Yu Zhong ... Ming Xu Yongbing Zhang Dongmei Yu C. Yan Peiwu Qin 13 20 0 06 May 2022
RecurSeed and EdgePredictMix: Pseudo-Label Refinement Learning for Weakly Supervised Semantic Segmentation across Single- and Multi-Stage Frameworks Sang-Kee Jo In-Jae Yu Kyungsu Kim 40 4 0 14 Apr 2022
Anti-Adversarially Manipulated Attributions for Weakly Supervised Semantic Segmentation and Object Localization Jungbeom Lee Eunji Kim J. Mok Sung-Hoon Yoon WSOL 40 29 0 11 Apr 2022
L2G: A Simple Local-to-Global Knowledge Transfer Framework for Weakly Supervised Semantic Segmentation Peng-Tao Jiang Yuqi Yang Qibin Hou Yunchao Wei 23 120 0 07 Apr 2022
Threshold Matters in WSSS: Manipulating the Activation for the Robust and Accurate Segmentation Model Against Thresholds Minhyun Lee Dongseob Kim Hyunjung Shim VLM 21 64 0 30 Mar 2022
Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation Jinheng Xie Jianfeng Xiang Junliang Chen Xianxu Hou Xiaodong Zhao Linlin Shen VLM WSOL 35 19 0 25 Mar 2022
Learning Self-Supervised Low-Rank Network for Single-Stage Weakly and Semi-Supervised Semantic Segmentation Junwen Pan Pengfei Zhu Kaihua Zhang Bing Cao Yu Wang Dingwen Zhang Junwei Han Q. Hu 18 60 0 19 Mar 2022
Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic Segmentation Tianfei Zhou Meijie Zhang Fang Zhao Jianwu Li 37 126 0 17 Mar 2022
WegFormer: Transformers for Weakly Supervised Semantic Segmentation Chunmeng Liu Enze Xie Wenjia Wang Wenhai Wang Guangya Li Ping Luo ViT 24 6 0 16 Mar 2022
TransCAM: Transformer Attention-based CAM Refinement for Weakly Supervised Semantic Segmentation Ruiwen Li Zheda Mai C. Trabelsi Zhibo Zhang Jongseong Jang Scott Sanner ViT 31 61 0 14 Mar 2022
Weakly Supervised Semantic Segmentation using Out-of-Distribution Data Jungbeom Lee Seong Joon Oh Sangdoo Yun Junsuk Choe Eunji Kim Sung-Hoon Yoon WSOL OOD 365 86 0 08 Mar 2022
Self-supervised Image-specific Prototype Exploration for Weakly Supervised Semantic Segmentation Qi Chen Lingxiao Yang Jianhuang Lai Xiaohua Xie VLM 27 132 0 06 Mar 2022
Multi-class Token Transformer for Weakly Supervised Semantic Segmentation Lian Xu Wanli Ouyang Bennamoun F. Boussaïd Dan Xu ViT 28 209 0 06 Mar 2022
Cross Language Image Matching for Weakly Supervised Semantic Segmentation Jinheng Xie Xianxu Hou Kai Ye Linlin Shen CLIP VLM 25 105 0 05 Mar 2022
Learning Affinity from Attention: End-to-End Weakly-Supervised Semantic Segmentation with Transformers Lixiang Ru Yibing Zhan Baosheng Yu Bo Du ViT 39 181 0 05 Mar 2022
Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation Zhaozheng Chen Tan Wang Xiongwei Wu Xiansheng Hua Hanwang Zhang Qianru Sun WSOL VLM 33 142 0 02 Mar 2022
GroupViT: Semantic Segmentation Emerges from Text Supervision Jiarui Xu Shalini De Mello Sifei Liu Wonmin Byeon Thomas Breuel Jan Kautz Xinyu Wang ViT VLM 189 499 0 22 Feb 2022
Box Supervised Video Segmentation Proposal Network Tanveer Hannan Rajat Koner Jonathan Kobold Matthias Schubert VOS 22 5 0 14 Feb 2022
Weakly-Supervised Semantic Segmentation with Visual Words Learning and Hybrid Pooling Lixiang Ru Bo Du Yibing Zhan Chen Wu 21 45 0 10 Feb 2022
Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation Fabio Cermelli Massimiliano Mancini Samuel Rota Buló Elisa Ricci Barbara Caputo CLL 25 8 0 31 Jan 2022
MuSCLe: A Multi-Strategy Contrastive Learning Framework for Weakly Supervised Semantic Segmentation Kun Yuan Gerald Schaefer Yu-Kun Lai Yifan Wang Xiyao Liu Lin Guan Hui Fang 32 1 0 18 Jan 2022
Weakly Supervised Semantic Segmentation via Alternative Self-Dual Teaching Dingwen Zhang Wenyuan Zeng Guangyu Guo Chaowei Fang Lechao Cheng Ming-Ming Cheng Junwei Han 29 32 0 17 Dec 2021
Activation Modulation and Recalibration Scheme for Weakly Supervised Semantic Segmentation Jie Qin Jie Wu Xuefeng Xiao Lujun Li Xingang Wang 30 109 0 16 Dec 2021
Uncertainty Estimation via Response Scaling for Pseudo-mask Noise Mitigation in Weakly-supervised Semantic Segmentation Yi Li Yiqun Duan Zhanghui Kuang Yimin Chen Wayne Zhang Xiaomeng Li 30 72 0 14 Dec 2021
Exploring Pixel-level Self-supervision for Weakly Supervised Semantic Segmentation Sung-Hoon Yoon H. Kweon Jaeseok Jeong Hyeonseong Kim Shinjeong Kim Kuk-Jin Yoon 21 7 0 10 Dec 2021
GETAM: Gradient-weighted Element-wise Transformer Attention Map for Weakly-supervised Semantic segmentation Weixuan Sun Jing Zhang Zheyuan Liu Yiran Zhong Nick Barnes ViT 63 14 0 06 Dec 2021
Incremental Learning in Semantic Segmentation from Image Labels Fabio Cermelli Dario Fontanel A. Tavera Marco Ciccone Barbara Caputo VLM CLL 35 47 0 03 Dec 2021
Explainable multiple abnormality classification of chest CT volumes R. Draelos Lawrence Carin MedIm 26 12 0 24 Nov 2021
Weakly-Supervised Dense Action Anticipation Haotong Zhang Fuhai Chen Angela Yao AI4TS 27 4 0 15 Nov 2021
SSA: Semantic Structure Aware Inference for Weakly Pixel-Wise Dense Predictions without Cost Yanpeng Sun Zechao Li 32 15 0 05 Nov 2021