Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation

13 October 2021

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Papers citing "Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation"

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Title
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 130 4 0 12 Apr 2024
Toward Interactive Regional Understanding in Vision-Large Language Models Jungbeom Lee Sanghyuk Chun Sangdoo Yun VLM 82 3 0 27 Mar 2024
Weakly Supervised Change Detection via Knowledge Distillation and Multiscale Sigmoid Inference Binghao Lu Caiwen Ding Jinbo Bi Dongjin Song 62 3 0 09 Mar 2024
Singular Regularization with Information Bottleneck Improves Model's Adversarial Robustness Guanlin Li Naishan Zheng Man Zhou Jie Zhang Tianwei Zhang AAML 49 0 0 04 Dec 2023
Masked Collaborative Contrast for Weakly Supervised Semantic Segmentation Fangwen Wu Jingxuan He Yufei Yin Y. Hao Gang Huang Lechao Cheng ISeg 75 6 0 15 May 2023
A Self-Training Framework Based on Multi-Scale Attention Fusion for Weakly Supervised Semantic Segmentation Guoqing Yang Chuanglu Zhu Yu Zhang 64 1 0 10 May 2023
Coupling Global Context and Local Contents for Weakly-Supervised Semantic Segmentation Chunyan Wang Dong Zhang Liyan Zhang Jinhui Tang 82 9 0 18 Apr 2023
Removing supervision in semantic segmentation with local-global matching and area balancing Simone Rossetti Nico Sama F. Pirri VLM 77 0 0 30 Mar 2023
Token Contrast for Weakly-Supervised Semantic Segmentation Lixiang Ru Heliang Zheng Yibing Zhan Bo Du ViT 106 91 0 02 Mar 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 116 128 0 16 Dec 2022
Visual Semantic Segmentation Based on Few/Zero-Shot Learning: An Overview Wenqi Ren Yang Tang Qiyu Sun Chaoqiang Zhao Qing‐Long Han VLM 70 43 0 13 Nov 2022
SemFormer: Semantic Guided Activation Transformer for Weakly Supervised Semantic Segmentation Junliang Chen Xiaodong Zhao Cheng Luo Linlin Shen ViT 106 3 0 26 Oct 2022
Deep Learning-Enabled Semantic Communication Systems with Task-Unaware Transmitter and Dynamic Data Hongwei Zhang Shuo Shao M. Tao X. Bi Khaled B. Letaief 73 140 0 30 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 131 68 0 30 Mar 2022
Importance Sampling CAMs for Weakly-Supervised Segmentation Arvi Jonnarth Michael Felsberg 68 7 0 23 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 527 88 0 08 Mar 2022
Learning Affinity from Attention: End-to-End Weakly-Supervised Semantic Segmentation with Transformers Lixiang Ru Yibing Zhan Baosheng Yu Bo Du ViT 103 186 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 141 149 0 02 Mar 2022
Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement Beomyoung Kim Y. Yoo Chae-Eun Rhee Junmo Kim ISeg 262 35 0 20 Sep 2021
Dynamic Feature Regularized Loss for Weakly Supervised Semantic Segmentation Bingfeng Zhang Jimin Xiao Yao Zhao 90 13 0 03 Aug 2021