Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Object Boundary Guided Semantic Segmentation	Qin Huang, Chunyang Xia, Wenchao Zheng	2016	arxiv 1603.09742
Fast and Flexible Robustness Certificates for Semantic Segmentation	Thomas Massena, Corentin Friedrich, Franck Mamalet	2025	arxiv 2512.06010
HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation	Jian Ding, Nan Xue, Gui-Song Xia	2023	arxiv 2305.13031
Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation	Ji-Jia Wu, Andy Chia-Hao Chang, Chieh-Yu Chuang	2024	arxiv 2404.04231
Novel Class Discovery for 3D Point Cloud Semantic Segmentation	Luigi Riz, Cristiano Saltori, Elisa Ricci	2023	arxiv 2303.11610
Domain-invariant Prototypes for Semantic Segmentation	Zhengeng Yang, Hongshan Yu, Wei Sun	2022	arxiv 2208.06087
Weakly Supervised Semantic Segmentation using Web-Crawled Videos	Seunghoon Hong, Donghun Yeo, Suha Kwak	2017	arxiv 1701.00352
DSNet for Real-Time Driving Scene Semantic Segmentation	Wenfu Wang, Zhijie Pan	2018	arxiv 1812.07049
Spatial Pyramid Based Graph Reasoning for Semantic Segmentation	Xia Li, Yibo Yang, Qijie Zhao	2020	arxiv 2003.10211
Semi-supervised semantic segmentation needs strong, varied perturbations	Geoff French, Samuli Laine, Timo Aila	2019	arxiv 1906.01916
CP2: Copy-Paste Contrastive Pretraining for Semantic Segmentation	Feng Wang, Huiyu Wang, Chen Wei	2022	arxiv 2203.11709
FAKD: Feature Augmented Knowledge Distillation for Semantic Segmentation	Jianlong Yuan, Qian Qi, Fei Du	2022	arxiv 2208.14143
Boosting Unsupervised Semantic Segmentation with Principal Mask Proposals	Oliver Hahn, Nikita Araslanov, Simone Schaub-Meyer	2024	arxiv 2404.16818
TriangleNet: Edge Prior Augmented Network for Semantic Segmentation through Cross-Task Consistency	Dan Zhang, Rui Zheng, Luosang Gadeng	2022	arxiv 2210.05152
Removing supervision in semantic segmentation with local-global matching and area balancing	Simone Rossetti, Nico Samà, Fiora Pirri (1 and 2) __INSTITUTION_3__ DeepPlants	2023	arxiv 2303.17410
Realtime Global Attention Network for Semantic Segmentation	Xi Mo, Xiangyu Chen	2021	arxiv 2112.12939
Synthetic Convolutional Features for Improved Semantic Segmentation	Yang He, Bernt Schiele, Mario Fritz	2020	arxiv 2009.08849
EdgeSegNet: A Compact Network for Semantic Segmentation	Zhong Qiu Lin, Brendan Chwyl, Alexander Wong	2019	arxiv 1905.04222
Network Semantic Segmentation with Application to GitHub	Neda Hajiakhoond Bidoki, Gita Sukthankar	2019	arxiv 1902.05220
Feedforward semantic segmentation with zoom-out features	Mohammadreza Mostajabi, Payman Yadollahpour, Gregory Shakhnarovich	2014	arxiv 1412.0774

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