Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Cal-SFDA: Source-Free Domain-adaptive Semantic Segmentation with Differentiable Expected Calibration Error	Zixin Wang, Yadan Luo, Zhi Chen	2023	arxiv 2308.03003
3DLabelProp: Geometric-Driven Domain Generalization for LiDAR Semantic Segmentation in Autonomous Driving	Jules Sanchez, Jean-Emmanuel Deschaud, François Goulette	2025	arxiv 2501.14605
n-CPS: Generalising Cross Pseudo Supervision to n Networks for Semi-Supervised Semantic Segmentation	Dominik Filipiak, Piotr Tempczyk, Marek Cygan	2021	arxiv 2112.07528
Technical Report for CVPR 2024 WeatherProof Dataset Challenge: Semantic Segmentation on Paired Real Data	Guojin Cao, Jiaxu Li, Jia He	2024	arxiv 2407.01579
DMSA: Dynamic Multi-scale Unsupervised Semantic Segmentation Based on Adaptive Affinity	Kun Yang, Jun Lu	2023	arxiv 2303.00199
BusyHands: A Hand-Tool Interaction Database for Assembly Tasks Semantic Segmentation	Roy Shilkrot, Zhi Chai, Minh Hoai	2019	arxiv 1902.07262
Detection of False Positive and False Negative Samples in Semantic Segmentation	Matthias Rottmann, Kira Maag, Robin Chan	2019	arxiv 1912.03673
In Defense of Lazy Visual Grounding for Open-Vocabulary Semantic Segmentation	Dahyun Kang, Minsu Cho	2024	arxiv 2408.04961
A Bag of Words Approach for Semantic Segmentation of Monitored Scenes	Wassim Bouachir, Atousa Torabi, Guillaume-Alexandre Bilodeau	2013	arxiv 1305.3189
Per-Pixel Classification is Not All You Need for Semantic Segmentation	Bowen Cheng, Alexander G. Schwing, Alexander Kirillov	2021	arxiv 2107.06278
A2DMN: Anatomy-Aware Dilated Multiscale Network for Breast Ultrasound Semantic Segmentation	Kyle Lucke, Aleksandar Vakanski, Min Xian	2024	arxiv 2403.15560
BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation	Jifeng Dai, Kaiming He, Jian Sun	2015	arxiv 1503.01640
Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings	Marco Toldo, Umberto Michieli, Pietro Zanuttigh	2020	arxiv 2011.12616
AMVNet: Assertion-based Multi-View Fusion Network for LiDAR Semantic Segmentation	Venice Erin Liong, Thi Ngoc Tho Nguyen, Sergi Widjaja	2020	arxiv 2012.04934
Enhancing Weakly Supervised Semantic Segmentation for Fibrosis via Controllable Image Generation	Zhiling Yue, Yingying Fang, Liutao Yang	2024	arxiv 2411.03551
Learning Non-target Knowledge for Few-shot Semantic Segmentation	Yuanwei Liu, Nian Liu, Qinglong Cao	2022	arxiv 2205.04903
Out-of-Candidate Rectification for Weakly Supervised Semantic Segmentation	Zesen Cheng, Pengchong Qiao, Kehan Li	2022	arxiv 2211.12268
Efficient Video Semantic Segmentation with Labels Propagation and Refinement	Matthieu Paul, Christoph Mayer, Luc Van Gool	2019	arxiv 1912.11844
Harvesting Information from Captions for Weakly Supervised Semantic Segmentation	Johann Sawatzky, Debayan Banerjee, Juergen Gall	2019	arxiv 1905.06784
Multi-class Token Transformer for Weakly Supervised Semantic Segmentation	Lian Xu, Wanli Ouyang, Mohammed Bennamoun	2022	arxiv 2203.02891

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