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
HisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency Regularization Zijie Fang Yifeng Wang Peizhang Xie Zhi Wang Yongbing Zhang 41 0 0 31 Dec 2024
Prompt Categories Cluster for Weakly Supervised Semantic Segmentation Wangyu Wu Xianglin Qiu Siqi Song Xiaowei Huang Fei Ma Jimin Xiao VLM 67 4 0 18 Dec 2024
Sli2Vol+: Segmenting 3D Medical Images Based on an Object Estimation Guided Correspondence Flow Network Delin An Pengfei Gu Milan Sonka Chaoli Wang D. Z. Chen 74 1 0 21 Nov 2024
Finding Meaning in Points: Weakly Supervised Semantic Segmentation for Event Cameras Hoonhee Cho Sung-Hoon Yoon H. Kweon Kuk-Jin Yoon 21 1 0 15 Jul 2024
APC: Adaptive Patch Contrast for Weakly Supervised Semantic Segmentation Wangyu Wu Tianhong Dai Zhenhong Chen Xiaowei Huang Fei Ma Jimin Xiao 38 1 0 15 Jul 2024
Enhancing Weakly-Supervised Histopathology Image Segmentation with Knowledge Distillation on MIL-Based Pseudo-Labels Yinsheng He Xingyu Li Roger J. Zemp VLM 33 0 0 14 Jul 2024
Competing for pixels: a self-play algorithm for weakly-supervised segmentation Shaheer U. Saeed Shiqi Huang João Ramalhinho Iani J. M. B. Gayo Nina Montaña-Brown ... Stephen P. Pereira Brian R. Davidson D. Barratt Matthew J. Clarkson Yipeng Hu 57 0 0 26 May 2024
Weakly-supervised Semantic Segmentation via Dual-stream Contrastive Learning of Cross-image Contextual Information Qi Lai Chi-Man Vong 27 0 0 08 May 2024
DAWN: Domain-Adaptive Weakly Supervised Nuclei Segmentation via Cross-Task Interactions Ye Zhang Yifeng Wang Zijie Fang Hao Bian Linghan Cai Ziyue Wang Yongbing Zhang 36 3 0 23 Apr 2024
Tackling Ambiguity from Perspective of Uncertainty Inference and Affinity Diversification for Weakly Supervised Semantic Segmentation Zhiwei Yang Yucong Meng Kexue Fu Shuo Wang Zhijian Song 34 4 0 12 Apr 2024
Rethinking Saliency-Guided Weakly-Supervised Semantic Segmentation Beomyoung Kim Donghyeon Kim Sung Ju Hwang 29 0 0 01 Apr 2024
Hunting Attributes: Context Prototype-Aware Learning for Weakly Supervised Semantic Segmentation Feilong Tang Zhongxing Xu Zhaojun Qu Wei Feng Xingjian Jiang Zongyuan Ge 48 7 0 12 Mar 2024
Weakly Supervised Change Detection via Knowledge Distillation and Multiscale Sigmoid Inference Binghao Lu Caiwen Ding Jinbo Bi Dongjin Song 27 3 0 09 Mar 2024
Auxiliary Tasks Enhanced Dual-affinity Learning for Weakly Supervised Semantic Segmentation Lian Xu Bennamoun F. Boussaïd Wanli Ouyang Ferdous Sohel Dan Xu 27 3 0 02 Mar 2024
CoBra: Complementary Branch Fusing Class and Semantic Knowledge for Robust Weakly Supervised Semantic Segmentation Woojung Han Seil Kang Kyobin Choo Seong Jae Hwang 19 0 0 05 Feb 2024
Leveraging Swin Transformer for Local-to-Global Weakly Supervised Semantic Segmentation Rozhan Ahmadi S. Kasaei ViT 30 2 0 31 Jan 2024
ProCNS: Progressive Prototype Calibration and Noise Suppression for Weakly-Supervised Medical Image Segmentation Y. Liu L. Lin K. Wong X. Tang 22 2 0 25 Jan 2024
Semantic Prompt Learning for Weakly-Supervised Semantic Segmentation Ci-Siang Lin Chien-Yi Wang Yu-Chiang Frank Wang Min-Hung Chen VLM 21 0 0 22 Jan 2024
ScribbleGen: Generative Data Augmentation Improves Scribble-supervised Semantic Segmentation Jacob Schnell Jieke Wang Lu Qi Vincent Tao Hu Meng Tang DiffM 18 3 0 28 Nov 2023
Weakly-Supervised Audio-Visual Segmentation Shentong Mo Bhiksha Raj VOS 43 12 0 25 Nov 2023
2D-3D Interlaced Transformer for Point Cloud Segmentation with Scene-Level Supervision Cheng-Kun Yang Min-Hung Chen Yung-Yu Chuang Yen-Yu Lin ViT 3DPC 22 16 0 19 Oct 2023
Weakly-Supervised Semantic Segmentation with Image-Level Labels: from Traditional Models to Foundation Models Zhaozheng Chen Qianru Sun VLM 27 7 0 19 Oct 2023
Top-K Pooling with Patch Contrastive Learning for Weakly-Supervised Semantic Segmentation Wangyu Wu Tianhong Dai Xiaowei Huang Fei Ma Jimin Xiao ViT 26 9 0 15 Oct 2023
GPT-Prompt Controlled Diffusion for Weakly-Supervised Semantic Segmentation Wangyu Wu Tianhong Dai Xiaowei Huang Fei Ma Jimin Xiao DiffM 18 1 0 15 Oct 2023
Small Objects Matters in Weakly-supervised Semantic Segmentation Cheol Mun S. Lee Youngjung Uh Junsuk Choe H. Byun 18 2 0 25 Sep 2023
OneSeg: Self-learning and One-shot Learning based Single-slice Annotation for 3D Medical Image Segmentation YiXuan Wu B. Zheng Jintai Chen D. Z. Chen Jian Wu 11 1 0 24 Sep 2023
Background Activation Suppression for Weakly Supervised Object Localization and Semantic Segmentation Wei Zhai Ping Wu Kai Zhu Yang Cao Feng Wu Zheng-Jun Zha WSOL 29 17 0 22 Sep 2023
From Text to Mask: Localizing Entities Using the Attention of Text-to-Image Diffusion Models Changming Xiao Qi Yang Feng Zhou Changshui Zhang 28 17 0 08 Sep 2023
Diffusion Model is Secretly a Training-free Open Vocabulary Semantic Segmenter Jinglong Wang Xiawei Li Jing Zhang Qingyuan Xu Qin Zhou Qian Yu Lu Sheng Dong Xu VLM DiffM 19 45 0 06 Sep 2023
Branches Mutual Promotion for End-to-End Weakly Supervised Semantic Segmentation Lei Zhu Hangzhou He Xinliang Zhang Qian Chen Shuang Zeng Qiu-Ping Ren Yanye Lu 26 1 0 09 Aug 2023
All-pairs Consistency Learning for Weakly Supervised Semantic Segmentation Weixuan Sun Yanhao Zhang Zhen Qin Zheyuan Liu Lin Cheng Fanyi Wang Yiran Zhong Nick Barnes ViT 33 4 0 08 Aug 2023
MCTformer+: Multi-Class Token Transformer for Weakly Supervised Semantic Segmentation Lian Xu Bennamoun F. Boussaïd Hamid Laga Wanli Ouyang Dan Xu ViT 35 15 0 06 Aug 2023
Prompting classes: Exploring the Power of Prompt Class Learning in Weakly Supervised Semantic Segmentation Balamurali Murugesan Rukhshanda Hussain Rajarshi Bhattacharya Ismail Ben Ayed Jose Dolz VLM VPVLM 18 4 0 30 Jun 2023
UM-CAM: Uncertainty-weighted Multi-resolution Class Activation Maps for Weakly-supervised Fetal Brain Segmentation Jia Fu Tao Lu Shaoting Zhang Guotai Wang MedIm 18 2 0 20 Jun 2023
Using Unreliable Pseudo-Labels for Label-Efficient Semantic Segmentation Haochen Wang Yuchao Wang Yujun Shen Junsong Fan Yuxi Wang Zhaoxiang Zhang UQCV 24 10 0 04 Jun 2023
A Self-Training Framework Based on Multi-Scale Attention Fusion for Weakly Supervised Semantic Segmentation Guoqing Yang Chuanglu Zhu Yu Zhang 21 1 0 10 May 2023
Coupling Global Context and Local Contents for Weakly-Supervised Semantic Segmentation Chunyan Wang Dong Zhang Liyan Zhang Jinhui Tang 19 7 0 18 Apr 2023
WeakTr: Exploring Plain Vision Transformer for Weakly-supervised Semantic Segmentation Liang Zhu Yingyue Li Jiemin Fang Yan Liu Hao Xin Wenyu Liu Xinggang Wang ViT 23 28 0 03 Apr 2023
Semi-Weakly Supervised Object Kinematic Motion Prediction Geng-Ming Liu Qian Sun Haibin Huang Chongyang Ma Yulan Guo L. Yi Hui Huang Ruizhen Hu 3DPC 26 11 0 31 Mar 2023
MECPformer: Multi-estimations Complementary Patch with CNN-Transformers for Weakly Supervised Semantic Segmentation Chunmeng Liu Guang-pu Li Yao Shen Ruiqi Wang ViT 22 7 0 19 Mar 2023
Extracting Class Activation Maps from Non-Discriminative Features as well Zhaozheng Chen Qianru Sun VLM WSOL 19 43 0 18 Mar 2023
Exploring Weakly Supervised Semantic Segmentation Ensembles for Medical Imaging Systems Erik Ostrowski B. Prabakaran Muhammad Shafique 11 0 0 14 Mar 2023
SILOP: An Automated Framework for Semantic Segmentation Using Image Labels Based on Object Perimeters Erik Ostrowski B. Prabakaran Muhammad Shafique 17 0 0 14 Mar 2023
ReFit: A Framework for Refinement of Weakly Supervised Semantic Segmentation using Object Border Fitting for Medical Images B. Prabakaran Erik Ostrowski Muhammad Shafique 11 1 0 14 Mar 2023
USAGE: A Unified Seed Area Generation Paradigm for Weakly Supervised Semantic Segmentation Zelin Peng Guanchun Wang Lingxi Xie Dongsheng Jiang Wei Shen Qi Tian 40 19 0 14 Mar 2023
Visual Contact Pressure Estimation for Grippers in the Wild Jeremy Collins C. Houff Patrick Grady Charles C. Kemp 13 2 0 13 Mar 2023
Token Contrast for Weakly-Supervised Semantic Segmentation Lixiang Ru Heliang Zheng Yibing Zhan Bo Du ViT 35 86 0 02 Mar 2023
DMSA: Dynamic Multi-scale Unsupervised Semantic Segmentation Based on Adaptive Affinity Kun Yang Jun Lu 28 0 0 01 Mar 2023
Self Correspondence Distillation for End-to-End Weakly-Supervised Semantic Segmentation Rongtao Xu Changwei Wang Jiaxi Sun Shibiao Xu Weiliang Meng Xiaopeng Zhang 22 42 0 27 Feb 2023
PressureVision++: Estimating Fingertip Pressure from Diverse RGB Images Patrick Grady Jeremy Collins Chengcheng Tang Christopher D. Twigg Kunal Aneja James Hays Charles C. Kemp 25 11 0 05 Jan 2023