Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation

2 April 2021

Papers citing "Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation"

37 / 37 papers shown

Title
A Multimodal Approach Combining Structural and Cross-domain Textual Guidance for Weakly Supervised OCT Segmentation Jiaqi Yang Nitish Mehta Xiaoling Hu Chong Chen Chia-Ling Tsai 69 0 0 19 Nov 2024
Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets Wolfgang Boettcher Lukas Hoyer Ozan Unal J. E. Lenssen Bernt Schiele 31 0 0 22 Aug 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 63 0 0 26 May 2024
Enhancing Weakly Supervised Semantic Segmentation with Multi-modal Foundation Models: An End-to-End Approach Elham Ravanbakhsh Cheng Niu Yongqing Liang J. Ramanujam Xin Li VLM 54 0 0 10 May 2024
Boosting Unsupervised Semantic Segmentation with Principal Mask Proposals Oliver Hahn Nikita Araslanov Simone Schaub-Meyer Stefan Roth 3DPC 38 3 0 25 Apr 2024
Tendency-driven Mutual Exclusivity for Weakly Supervised Incremental Semantic Segmentation Chongjie Si Xuehui Wang Xiaokang Yang Wei Shen CLL 38 1 0 18 Apr 2024
MonoBox: Tightness-free Box-supervised Polyp Segmentation using Monotonicity Constraint Qiang Hu Zhenyu Yi Ying Zhou Ting Li Fan Huang Mei Liu Qiang Li Zhiwei Wang 38 1 0 01 Apr 2024
DuPL: Dual Student with Trustworthy Progressive Learning for Robust Weakly Supervised Semantic Segmentation Yuanchen Wu Xichen Ye Kequan Yang Jide Li Xiaoqiang Li 47 9 0 17 Mar 2024
MetaSeg: Content-Aware Meta-Net for Omni-Supervised Semantic Segmentation Shenwang Jiang Jianan Li Ying Wang Wenxuan Wu Jizhou Zhang Bo Huang Tingfa Xu VLM 26 4 0 22 Jan 2024
Weakly Supervised Semantic Segmentation for Driving Scenes Dongseob Kim Seungho Lee Junsuk Choe Hyunjung Shim 12 3 0 21 Dec 2023
How to Efficiently Annotate Images for Best-Performing Deep Learning Based Segmentation Models: An Empirical Study with Weak and Noisy Annotations and Segment Anything Model Yixin Zhang Shen Zhao Han Gu Maciej Mazurowski VLM 43 4 0 17 Dec 2023
Weakly-Supervised Audio-Visual Segmentation Shentong Mo Bhiksha Raj VOS 43 12 0 25 Nov 2023
Towards Omni-supervised Referring Expression Segmentation Minglang Huang Yiyi Zhou Gen Luo Guannan Jiang Weilin Zhuang Xiaoshuai Sun 24 0 0 01 Nov 2023
ALEX: Towards Effective Graph Transfer Learning with Noisy Labels Jingyang Yuan Xiao Luo Yifang Qin Zhengyan Mao Wei Ju Ming Zhang AAML 34 18 0 26 Sep 2023
Small Objects Matters in Weakly-supervised Semantic Segmentation Cheol Mun S. Lee Youngjung Uh Junsuk Choe H. Byun 20 2 0 25 Sep 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
3D Medical Image Segmentation with Sparse Annotation via Cross-Teaching between 3D and 2D Networks Heng Cai Lei Qi Qian Yu Yinghuan Shi Yang Gao 22 12 0 30 Jul 2023
Segment Anything Model (SAM) Enhanced Pseudo Labels for Weakly Supervised Semantic Segmentation Tianle Chen Zheda Mai Ruiwen Li Wei-lun Chao VLM 19 51 0 09 May 2023
Uncovering the Inner Workings of STEGO for Safe Unsupervised Semantic Segmentation Alexander Koenig Maximilian Schambach Johannes Otterbach 27 6 0 14 Apr 2023
Adaptive Superpixel for Active Learning in Semantic Segmentation Ho-Joong Kim Minhyeon Oh S. Hwang Suha Kwak Jungseul Ok 21 12 0 29 Mar 2023
Orthogonal Annotation Benefits Barely-supervised Medical Image Segmentation Heng Cai Shumeng Li Lei Qi Qian Yu Yinghuan Shi Yang Gao 19 21 0 23 Mar 2023
A Language-Guided Benchmark for Weakly Supervised Open Vocabulary Semantic Segmentation Prashant Pandey Mustafa Chasmai Monish Natarajan Brejesh Lall VLM 36 5 0 27 Feb 2023
ACSeg: Adaptive Conceptualization for Unsupervised Semantic Segmentation Kehan Li Zhennan Wang Ze-Long Cheng Runyi Yu Yian Zhao Guoli Song Chang Liu Li-ming Yuan Jie Chen 29 38 0 12 Oct 2022
Exploiting Shape Cues for Weakly Supervised Semantic Segmentation S. Kho Pilhyeon Lee W. Lee Minsong Ki H. Byun 31 22 0 08 Aug 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 40 4 0 14 Apr 2022
UNICON: Combating Label Noise Through Uniform Selection and Contrastive Learning Nazmul Karim Mamshad Nayeem Rizve Nazanin Rahnavard Ajmal Mian M. Shah NoLa 30 98 0 28 Mar 2022
Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic Segmentation Tianfei Zhou Meijie Zhang Fang Zhao Jianwu Li 40 126 0 17 Mar 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
Background-aware Classification Activation Map for Weakly Supervised Object Localization Lei Zhu Qi She Qian Chen Xiangxi Meng Mufeng Geng ... Bin Qiu Yunfei You Yibao Zhang Qiushi Ren Yanye Lu WSOL 50 18 0 29 Dec 2021
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
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
Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast Ye Du Zehua Fu Qingjie Liu Yunhong Wang 93 129 0 14 Oct 2021
Dynamic Feature Regularized Loss for Weakly Supervised Semantic Segmentation Bingfeng Zhang Jimin Xiao Yao Zhao 31 13 0 03 Aug 2021
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation Jiwoon Ahn Suha Kwak 234 740 0 28 Mar 2018