Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Completely Weakly Supervised Class-Incremental Learning for Semantic Segmentation	David Minkwan Kim, Soeun Lee, Byeongkeun Kang	2025	arxiv 2505.10781
Dual Atrous Separable Convolution for Improving Agricultural Semantic Segmentation	Chee Mei Ling, Thangarajah Akilan, Aparna Ravinda Phalke	2025	arxiv 2506.22570
Hyperbolic Uncertainty Aware Semantic Segmentation	Bike Chen, Wei Peng, Xiaofeng Cao	2022	arxiv 2203.08881
Semantic Segmentation for Compound figures	Weixin Jiang, Eric Schwenker, Maria Chan	2019	arxiv 1912.07142
Weak Supervision in Convolutional Neural Network for Semantic Segmentation of Diffuse Lung Diseases Using Partially Annotated Dataset	Yuki Suzuki, Kazuki Yamagata, Yanagawa Masahiro	2020	arxiv 2002.11936
A Robust Semantic Segmentation Pipeline for the CVPR 2026 8th UG2+ Challenge Track 2	Jinming Chai, Libo Yan, Licheng Jiao	2026	arxiv 2605.22216
ShapeConv: Shape-aware Convolutional Layer for Indoor RGB-D Semantic Segmentation	Jinming Cao, Hanchao Leng, Dani Lischinski	2021	arxiv 2108.10528
Future semantic segmentation of time-lapsed videos with large temporal displacement	Talha Siddiqui, Samarth Bharadwaj	2018	arxiv 1812.10786
Active Boundary Loss for Semantic Segmentation	Chi Wang, Yunke Zhang, Miaomiao Cui	2021	arxiv 2102.02696
Pyramid Attention Network for Semantic Segmentation	Hanchao Li, Pengfei Xiong, Jie An	2018	arxiv 1805.10180
Uncertainty-aware Contrastive Distillation for Incremental Semantic Segmentation	Guanglei Yang, Enrico Fini, Dan Xu	2022	arxiv 2203.14098
Dynamic Focus-aware Positional Queries for Semantic Segmentation	Haoyu He, Jianfei Cai, Zizheng Pan	2022	arxiv 2204.01244
Correlation Maximized Structural Similarity Loss for Semantic Segmentation	Shuai Zhao, Boxi Wu, Wenqing Chu	2019	arxiv 1910.08711
Weakly Supervised Semantic Segmentation via Progressive Patch Learning	Jinlong Li, Zequn Jie, Xu Wang	2022	arxiv 2209.07828
Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning	Hanzhe Hu, Fangyun Wei, Han Hu	2021	arxiv 2110.05474
Hierarchical semantic segmentation using modular convolutional neural networks	Sagi Eppel	2017	arxiv 1710.05126
Depth Adaptive Deep Neural Network for Semantic Segmentation	Byeongkeun Kang, Yeejin Lee, Truong Q. Nguyen	2017	arxiv 1708.01818
Semantic Segmentation via Pixel-to-Center Similarity Calculation	Dongyue Wu, Zilin Guo, Aoyan Li	2023	arxiv 2301.04870
An Active and Contrastive Learning Framework for Fine-Grained Off-Road Semantic Segmentation	Biao Gao, Xijun Zhao, Huijing Zhao	2022	arxiv 2202.09002
Advancing Automatic Photovoltaic Defect Detection using Semi-Supervised Semantic Segmentation of Electroluminescence Images	Abhishek Jha, Yogesh Rawat, Shruti Vyas	2024	arxiv 2404.13693

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