Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Unsupervised Semantic Segmentation with Self-supervised Object-centric Representations	Andrii Zadaianchuk, Matthaeus Kleindessner, Yi Zhu	2022	arxiv 2207.05027
Category Feature Transformer for Semantic Segmentation	Quan Tang, Chuanjian Liu, Fagui Liu	2023	arxiv 2308.05581
Improving Spatial Codification in Semantic Segmentation	Carles Ventura, Xavier Giró-i-Nieto, Verónica Vilaplana	2015	arxiv 1505.07409
Deep Structured Features for Semantic Segmentation	Michael Tschannen, Lukas Cavigelli, Fabian Mentzer	2016	arxiv 1609.07916
Continual Unsupervised Domain Adaptation for Semantic Segmentation	Joonhyuk Kim, Sahng-Min Yoo, Gyeong-Moon Park	2020	arxiv 2010.09236
ConSeg: Contextual Backdoor Attack Against Semantic Segmentation	Bilal Hussain Abbasi, Zirui Gong, Yanjun Zhang	2025	arxiv 2507.19905
Source-Free Domain Adaptation for Semantic Segmentation	Yuang Liu, Wei Zhang, Jun Wang	2021	arxiv 2103.16372
Improving Online Performance Prediction for Semantic Segmentation	Marvin Klingner, Andreas Bär, Marcel Mross	2021	arxiv 2104.05255
Semantic Segmentation by Improved Generative Adversarial Networks	ZengShun Zhaoa, Yulong Wang, Ke Liu	2021	arxiv 2104.09917
SegmATRon: Embodied Adaptive Semantic Segmentation for Indoor Environment	Tatiana Zemskova, Margarita Kichik, Dmitry Yudin	2023	arxiv 2310.12031
Novel class discovery meets foundation models for 3D semantic segmentation	Luigi Riz, Cristiano Saltori, Yiming Wang	2023	arxiv 2312.03782
Decoupled Spatial Neural Attention for Weakly Supervised Semantic Segmentation	Tianyi Zhang, Guosheng Lin, Jianfei Cai	2018	arxiv 1803.02563
The Fishyscapes Benchmark: Measuring Blind Spots in Semantic Segmentation	Hermann Blum, Paul-Edouard Sarlin, Juan Nieto	2019	arxiv 1904.03215
UVid-Net: Enhanced Semantic Segmentation of UAV Aerial Videos by Embedding Temporal Information	Girisha S, Ujjwal Verma, Manohara Pai M M	2020	arxiv 2011.14284
Improving Semantic Segmentation via Decoupled Body and Edge Supervision	Xiangtai Li, Xia Li, Li Zhang	2020	arxiv 2007.10035
Coarse-to-fine Semantic Segmentation from Image-level Labels	Longlong Jing, Yucheng Chen, Yingli Tian	2018	arxiv 1812.10885
Discovering Object Masks with Transformers for Unsupervised Semantic Segmentation	Wouter Van Gansbeke, Simon Vandenhende, Luc Van Gool	2022	arxiv 2206.06363
Reflectivity Is All You Need!: Advancing LiDAR Semantic Segmentation	Kasi Viswanath, Peng Jiang, Srikanth Saripalli	2024	arxiv 2403.13188
Scaling up Multi-domain Semantic Segmentation with Sentence Embeddings	Wei Yin, Yifan Liu, Chunhua Shen	2022	arxiv 2202.02002
Training and Inference for Integer-Based Semantic Segmentation Network	Jiayi Yang, Lei Deng, Yukuan Yang	2020	arxiv 2011.14504

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