Learning Affinity from Attention: End-to-End Weakly-Supervised Semantic Segmentation with Transformers

5 March 2022

Yibing Zhan

Bo Du

Papers citing "Learning Affinity from Attention: End-to-End Weakly-Supervised Semantic Segmentation with Transformers"

49 / 99 papers shown

Title
Scribble-based 3D Multiple Abdominal Organ Segmentation via Triple-branch Multi-dilated Network with Pixel- and Class-wise Consistency Meng Han Xiangde Luo Wenjun Liao Shichuan Zhang Shaoting Zhang Guotai Wang 47 7 0 18 Sep 2023
Boosting Weakly-Supervised Image Segmentation via Representation, Transform, and Compensator Chunyan Wang Dong Zhang Rui Yan 14 1 0 02 Sep 2023
Unsupervised Prototype Adapter for Vision-Language Models Yi Zhang Ce Zhang Xue-mei Hu Z. He VLM 34 4 0 22 Aug 2023
Deformable Mixer Transformer with Gating for Multi-Task Learning of Dense Prediction Yangyang Xu Yibo Yang Bernard Ghanemm Lefei Zhang Du Bo Dacheng Tao 21 1 0 10 Aug 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 31 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 41 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 40 15 0 06 Aug 2023
Cross-Modal Concept Learning and Inference for Vision-Language Models Yi Zhang Ce Zhang Yushun Tang Z. He VLM MLLM CLIP 39 15 0 28 Jul 2023
PourIt!: Weakly-supervised Liquid Perception from a Single Image for Visual Closed-Loop Robotic Pouring Haitao Lin Yanwei Fu Xiangyang Xue 26 5 0 21 Jul 2023
Exploring Effective Priors and Efficient Models for Weakly-Supervised Change Detection Zhenghui Zhao Lixiang Ru Chen Wu 33 6 0 20 Jul 2023
Semantic-Aware Dual Contrastive Learning for Multi-label Image Classification Lei Ma Dengdi Sun Lei Wang Hai Zhao Bin Luo VLM 42 6 0 19 Jul 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 26 4 0 30 Jun 2023
CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation Bo Sun Yuqi Yang Le Zhang Ming-Ming Cheng Qibin Hou 39 25 0 07 Jun 2023
Using Unreliable Pseudo-Labels for Label-Efficient Semantic Segmentation Haochen Wang Yuchao Wang Yujun Shen Junsong Fan Yuxi Wang Zhaoxiang Zhang UQCV 40 10 0 04 Jun 2023
Centered Self-Attention Layers Ameen Ali Tomer Galanti Lior Wolf 51 6 0 02 Jun 2023
Masked Collaborative Contrast for Weakly Supervised Semantic Segmentation Fangwen Wu Jingxuan He Yufei Yin Y. Hao Gang Huang Lechao Cheng ISeg 26 5 0 15 May 2023
Segment Anything Model (SAM) Enhanced Pseudo Labels for Weakly Supervised Semantic Segmentation Tianle Chen Zheda Mai Ruiwen Li Wei-lun Chao VLM 27 51 0 09 May 2023
Mitigating Undisciplined Over-Smoothing in Transformer for Weakly Supervised Semantic Segmentation Jingxuan He Lechao Cheng Chaowei Fang Dingwen Zhang Zhangye Wang Wei Chen 19 4 0 04 May 2023
An Alternative to WSSS? An Empirical Study of the Segment Anything Model (SAM) on Weakly-Supervised Semantic Segmentation Problems Weixuan Sun Zheyuan Liu Yanhao Zhang Yiran Zhong Nick Barnes VLM 83 20 0 02 May 2023
MARS: Model-agnostic Biased Object Removal without Additional Supervision for Weakly-Supervised Semantic Segmentation Sang-Kee Jo In-Jae Yu Kyungsu Kim 29 16 0 19 Apr 2023
High-fidelity Pseudo-labels for Boosting Weakly-Supervised Segmentation Arvi Jonnarth Yushan Zhang M. Felsberg 38 0 0 05 Apr 2023
Removing supervision in semantic segmentation with local-global matching and area balancing Simone Rossetti Nico Sama F. Pirri VLM 40 0 0 30 Mar 2023
DiffuMask: Synthesizing Images with Pixel-level Annotations for Semantic Segmentation Using Diffusion Models Weijia Wu Yuzhong Zhao Mike Zheng Shou Hong Zhou Chunhua Shen 50 140 0 21 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 34 7 0 19 Mar 2023
Scribble-Supervised RGB-T Salient Object Detection Zhengyi Liu Xiao Huang Guanghui Zhang Xianyong Fang Linbo Wang Bin Tang 42 16 0 17 Mar 2023
ReFit: A Framework for Refinement of Weakly Supervised Semantic Segmentation using Object Border Fitting for Medical Images B. Prabakaran Erik Ostrowski Mohamed Bennai 13 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 56 19 0 14 Mar 2023
Token Contrast for Weakly-Supervised Semantic Segmentation Lixiang Ru Heliang Zheng Yibing Zhan Bo Du ViT 37 86 0 02 Mar 2023
DMSA: Dynamic Multi-scale Unsupervised Semantic Segmentation Based on Adaptive Affinity Kun Yang Jun Lu 36 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 24 42 0 27 Feb 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 37 50 0 13 Feb 2023
DeMT: Deformable Mixer Transformer for Multi-Task Learning of Dense Prediction Yang Yang Yibo Yang Lefei Zhang ViT 38 52 0 09 Jan 2023
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 20 119 0 16 Dec 2022
Box2Mask: Box-supervised Instance Segmentation via Level-set Evolution Wentong Li Wenyu Liu Jianke Zhu Miaomiao Cui Risheng Yu Xia Hua Lei Zhang ISeg 33 31 0 03 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 31 36 0 22 Nov 2022
Background-Mixed Augmentation for Weakly Supervised Change Detection Rui Huang Ruofei Wang Qing Guo Jieda Wei Yuxiang Zhang Wei Fan Yang Liu 19 24 0 21 Nov 2022
Affinity Feature Strengthening for Accurate, Complete and Robust Vessel Segmentation Tianyi Shi Xiao-Hua Ding Wei Zhou Feng Pan Zengqiang Yan Xiang Bai Xin Yang 33 18 0 12 Nov 2022
CAMANet: Class Activation Map Guided Attention Network for Radiology Report Generation Jun Wang A. Bhalerao Terry Yin Simon See Yulan He MedIm 36 16 0 02 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 38 57 0 31 Oct 2022
BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance Segmentation Tianheng Cheng Xinggang Wang Shaoyu Chen Qian Zhang Wenyu Liu ISeg 40 42 0 11 Oct 2022
Centralized Feature Pyramid for Object Detection Yu Quan Dong Zhang Liyan Zhang Jinhui Tang ObjD 31 154 0 05 Oct 2022
Towards Label-efficient Automatic Diagnosis and Analysis: A Comprehensive Survey of Advanced Deep Learning-based Weakly-supervised, Semi-supervised and Self-supervised Techniques in Histopathological Image Analysis Linhao Qu Siyu Liu Xiaoyu Liu Manning Wang Zhijian Song 37 57 0 18 Aug 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 30 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
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 45 4 0 14 Apr 2022
Importance Sampling CAMs for Weakly-Supervised Segmentation Arvi Jonnarth M. Felsberg 29 7 0 23 Mar 2022
Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation Jungbeom Lee Jooyoung Choi J. Mok Sungroh Yoon SSeg 226 134 0 13 Oct 2021
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation Jiwoon Ahn Suha Kwak 234 741 0 28 Mar 2018
Wider or Deeper: Revisiting the ResNet Model for Visual Recognition Zifeng Wu Chunhua Shen Anton Van Den Hengel SSeg 260 1,495 0 30 Nov 2016