Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Rethinking Convolutional Semantic Segmentation Learning	Mrinal Haloi	2017	arxiv 1710.07991
Colour augmentation for improved semi-supervised semantic segmentation	Geoff French, Michal Mackiewicz	2021	arxiv 2110.04487
Weakly-supervised Semantic Segmentation in Cityscape via Hyperspectral Image	Yuxing Huang, Shaodi You, Ying Fu	2020	arxiv 2012.10122
Language-Grounded Indoor 3D Semantic Segmentation in the Wild	David Rozenberszki, Or Litany, Angela Dai	2022	arxiv 2204.07761
Joint Semantic Segmentation and Boundary Detection using Iterative Pyramid Contexts	Mingmin Zhen, Jinglu Wang, Lei Zhou	2020	arxiv 2004.07684
Delving into Decision-based Black-box Attacks on Semantic Segmentation	Zhaoyu Chen, Zhengyang Shan, Jingwen Chang	2024	arxiv 2402.01220
EfficientSeg: An Efficient Semantic Segmentation Network	Vahit Bugra Yesilkaynak, Yusuf H. Sahin, Gozde Unal	2020	arxiv 2009.06469
Fully Convolutional Instance-aware Semantic Segmentation	Yi Li, Haozhi Qi, Jifeng Dai	2016	arxiv 1611.07709
Local Memory Attention for Fast Video Semantic Segmentation	Matthieu Paul, Martin Danelljan, Luc Van Gool	2021	arxiv 2101.01715
Zero-Shot Semantic Segmentation	Maxime Bucher, Tuan-Hung Vu, Matthieu Cord	2019	arxiv 1906.00817
Auto-Vocabulary Semantic Segmentation	Osman Ülger, Maksymilian Kulicki, Yuki Asano	2023	arxiv 2312.04539
On Symbiosis of Attribute Prediction and Semantic Segmentation	Mahdi M. Kalayeh, Mubarak Shah	2019	arxiv 1911.11612
Tilted Cross Entropy (TCE): Promoting Fairness in Semantic Segmentation	Attila Szabo, Hadi Jamali-Rad, Siva-Datta Mannava	2021	arxiv 2103.14051
Semantic Segmentation for Thermal Images: A Comparative Survey	Zülfiye Kütük, Görkem Algan	2022	arxiv 2205.13278
Semantic Segmentation Alternative Technique: Segmentation Domain Generation	Ana-Cristina Rogoz, Radu Muntean, Stefan Cobeli	2021	arxiv 2107.02525
Generalized Few-shot Semantic Segmentation	Zhuotao Tian, Xin Lai, Li Jiang	2020	arxiv 2010.05210
Ensembling Instance and Semantic Segmentation for Panoptic Segmentation	Mehmet Yildirim, Yogesh Langhe	2023	arxiv 2304.10326
Scribble-Supervised LiDAR Semantic Segmentation	Ozan Unal, Dengxin Dai, Luc Van Gool	2022	arxiv 2203.08537
Semantic Segmentation with Reverse Attention	Qin Huang, Chunyang Xia, Chihao Wu	2017	arxiv 1707.06426
Differentiable Meta-learning Model for Few-shot Semantic Segmentation	Pinzhuo Tian, Zhangkai Wu, Lei Qi	2019	arxiv 1911.10371

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