Token Contrast for Weakly-Supervised Semantic Segmentation

2 March 2023

Lixiang Ru

Heliang Zheng

Yibing Zhan

Bo Du

ViT

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Papers citing "Token Contrast for Weakly-Supervised Semantic Segmentation"

29 / 29 papers shown

Title
Holistic White-light Polyp Classification via Alignment-free Dense Distillation of Auxiliary Optical Chromoendoscopy Qiang Hu Qimei Wang Jia Chen Xuantao Ji Qiang Li Zhiwei Wang 212 0 0 25 May 2025
HGFormer: Topology-Aware Vision Transformer with HyperGraph Learning Hao Wang Shuo Zhang Biao Leng ViT 249 1 0 03 Apr 2025
Prompt Categories Cluster for Weakly Supervised Semantic Segmentation Wangyu Wu Xianglin Qiu Siqi Song Xiaowei Huang Fei Ma Jimin Xiao VLM 166 6 0 18 Dec 2024
Semantic Prompt Learning for Weakly-Supervised Semantic Segmentation Ci-Siang Lin Chien-Yi Wang Yu-Chiang Frank Wang Min-Hung Chen VLM 213 0 0 22 Jan 2024
Learning to Learn Better for Video Object Segmentation Meng Lan Jing Zhang Lefei Zhang Dacheng Tao VOS 70 17 0 05 Dec 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 77 59 0 31 Oct 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 86 62 0 19 Mar 2022
Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic Segmentation Tianfei Zhou Meijie Zhang Fang Zhao Jianwu Li 71 128 0 17 Mar 2022
Anti-Oversmoothing in Deep Vision Transformers via the Fourier Domain Analysis: From Theory to Practice Peihao Wang Wenqing Zheng Tianlong Chen Zhangyang Wang ViT 67 136 0 09 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 498 88 0 08 Mar 2022
Multi-class Token Transformer for Weakly Supervised Semantic Segmentation Lian Xu Wanli Ouyang Bennamoun F. Boussaïd Dan Xu ViT 72 213 0 06 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 111 146 0 02 Mar 2022
Revisiting Over-smoothing in BERT from the Perspective of Graph Han Shi Jiahui Gao Hang Xu Xiaodan Liang Zhenguo Li Lingpeng Kong Stephen M. S. Lee James T. Kwok 65 74 0 17 Feb 2022
Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast Ye Du Zehua Fu Qingjie Liu Yunhong Wang 128 135 0 14 Oct 2021
Adaptive Affinity Loss and Erroneous Pseudo-Label Refinement for Weakly Supervised Semantic Segmentation Xiangrong Zhang Zelin Peng Peng Zhu Tianyang Zhang Chen Li Huiyu Zhou L. Jiao CLL 61 47 0 03 Aug 2021
Dynamic Feature Regularized Loss for Weakly Supervised Semantic Segmentation Bingfeng Zhang Jimin Xiao Yao Zhao 68 13 0 03 Aug 2021
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers Enze Xie Wenhai Wang Zhiding Yu Anima Anandkumar J. Álvarez Ping Luo ViT 277 5,025 0 31 May 2021
Railroad is not a Train: Saliency as Pseudo-pixel Supervision for Weakly Supervised Semantic Segmentation Seungho Lee Minhyun Lee Jongwuk Lee Hyunjung Shim 69 218 0 19 May 2021
Vision Transformers with Patch Diversification Chengyue Gong Dilin Wang Meng Li Vikas Chandra Qiang Liu ViT 57 64 0 26 Apr 2021
ImageNet-21K Pretraining for the Masses T. Ridnik Emanuel Ben-Baruch Asaf Noy Lihi Zelnik-Manor SSeg VLM CLIP 284 701 0 22 Apr 2021
Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation Yazhou Yao Tao Chen Guosen Xie Chuanyi Zhang Fumin Shen Qi Wu Zhenmin Tang Jian Zhang 128 191 0 26 Mar 2021
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 385 13,035 0 26 May 2020
Single-Stage Semantic Segmentation from Image Labels Nikita Araslanov Stefan Roth 76 252 0 16 May 2020
Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations Jiwoon Ahn Sunghyun Cho Suha Kwak ISeg SSeg 142 543 0 10 Apr 2019
Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach Yunchao Wei Jiashi Feng Xiaodan Liang Ming-Ming Cheng Yao-Min Zhao Shuicheng Yan 81 809 0 24 Mar 2017
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 297 20,003 0 07 Oct 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 242 18,232 0 02 Jun 2016
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 250 9,308 0 14 Dec 2015
What's the Point: Semantic Segmentation with Point Supervision Amy Bearman Olga Russakovsky V. Ferrari Li Fei-Fei 3DPC 98 985 0 06 Jun 2015