Research

Papers for “semantic segmentation”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

Title	Authors	Year	Source
Image Augmentation Agent for Weakly Supervised Semantic Segmentation	Wangyu Wu, Xianglin Qiu, Siqi Song	2024	arxiv 2412.20439
Context Decoupling Augmentation for Weakly Supervised Semantic Segmentation	Yukun Su, Ruizhou Sun, Guosheng Lin	2021	arxiv 2103.01795
Robust Mutual Learning for Semi-supervised Semantic Segmentation	Pan Zhang, Bo Zhang, Ting Zhang	2021	arxiv 2106.00609
Switching Temporary Teachers for Semi-Supervised Semantic Segmentation	Jaemin Na, Jung-Woo Ha, Hyung Jin Chang	2023	arxiv 2310.18640
Leveraging CAM Algorithms for Explaining Medical Semantic Segmentation	Tillmann Rheude, Andreas Wirtz, Arjan Kuijper	2024	arxiv 2409.20287
Semantic Prompt Learning for Weakly-Supervised Semantic Segmentation	Ci-Siang Lin, Chien-Yi Wang, Yu-Chiang Frank Wang	2024	arxiv 2401.11791
Discriminative Region Suppression for Weakly-Supervised Semantic Segmentation	Beomyoung Kim, Sangeun Han, Junmo Kim	2021	arxiv 2103.07246
Deconvolutional Feature Stacking for Weakly-Supervised Semantic Segmentation	Hyo-Eun Kim, Sangheum Hwang	2016	arxiv 1602.04984
Reinforcement Learning for Semantic Segmentation in Indoor Scenes	Md. Alimoor Reza, Jana Kosecka	2016	arxiv 1606.01178
Collaboratively boosting data-driven deep learning and knowledge-guided ontological reasoning for semantic segmentation of remote sensing imagery	Yansheng Li, Song Ouyang, Yongjun Zhang	2020	arxiv 2010.02451
ISWSST: Index-space-wave State Superposition Transformers for Multispectral Remotely Sensed Imagery Semantic Segmentation	Chang Li, Pengfei Zhang, Yu Wang	2024	arxiv 2407.03033
Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes	Yuanduo Hong, Huihui Pan, Weichao Sun	2021	arxiv 2101.06085
Improving underwater semantic segmentation with underwater image quality attention and muti-scale aggregation attention	Xin Zuo, Jiaran Jiang, Jifeng Shen	2025	arxiv 2503.23422
Open-Vocabulary Remote Sensing Image Semantic Segmentation	Qinglong Cao, Yuntian Chen, Chao Ma	2024	arxiv 2409.07683
Weakly Supervised Semantic Segmentation for Driving Scenes	Dongseob Kim, Seungho Lee, Junsuk Choe	2023	arxiv 2312.13646
Token Contrast for Weakly-Supervised Semantic Segmentation	Lixiang Ru, Heliang Zheng, Yibing Zhan	2023	arxiv 2303.01267
Foundation Model Assisted Weakly Supervised Semantic Segmentation	Xiaobo Yang, Xiaojin Gong	2023	arxiv 2312.03585
ECPC-IDS:A benchmark endometrail cancer PET/CT image dataset for evaluation of semantic segmentation and detection of hypermetabolic regions	Dechao Tang, Tianming Du, Deguo Ma	2023	arxiv 2308.08313
Looking Outside the Window: Wide-Context Transformer for the Semantic Segmentation of High-Resolution Remote Sensing Images	Lei Ding, Dong Lin, Shaofu Lin	2021	arxiv 2106.15754
Semi-Supervised Semantic Segmentation with High- and Low-level Consistency	Sudhanshu Mittal, Maxim Tatarchenko, Thomas Brox	2019	arxiv 1908.05724

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