SOTA2 Research · papers

Papers for “semantic segmentation”

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

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20 indexed

Title	Authors	Year	Source
Model Stitching and Visualization How GAN Generators can Invert Networks in Real-Time	Rudolf Herdt, Maximilian Schmidt, Daniel Otero Baguer	2023	arxiv 2302.02181
Semi-Supervised Segmentation of Functional Tissue Units at the Cellular Level	Volodymyr Sydorskyi, Igor Krashenyi, Denis Sakva	2023	arxiv 2305.02148
Cost-Effective Active Learning for Melanoma Segmentation	Marc Gorriz, Axel Carlier, Emmanuel Faure	2017	arxiv 1711.09168
Labeling Panoramas with Spherical Hourglass Networks	Carlos Esteves, Kostas Daniilidis, Ameesh Makadia	2018	arxiv 1809.02123
UMAD: Unsupervised Mask-Level Anomaly Detection for Autonomous Driving	Daniel Bogdoll, Noël Ollick, Tim Joseph	2024	arxiv 2406.06370
Pseudo-Label Refinement for Robust Wheat Head Segmentation via Two-Stage Hybrid Training	Jiahao Jiang, Zhangrui Yang, Xuanhan Wang	2025	arxiv 2512.11874
Semi-supervised dry herbage mass estimation using automatic data and synthetic images	Paul Albert, Mohamed Saadeldin, Badri Narayanan	2021	arxiv 2110.13719
Fruit Detection, Segmentation and 3D Visualisation of Environments in Apple Orchards	Hanwen Kang, Chao Chen	2019	arxiv 1911.12889
Deep Learning-Based Carotid Artery Vessel Wall Segmentation in Black-Blood MRI Using Anatomical Priors	Dieuwertje Alblas, Christoph Brune, Jelmer M. Wolterink	2021	arxiv 2112.01137
Visual deep learning-based explanation for neuritic plaques segmentation in Alzheimer's Disease using weakly annotated whole slide histopathological images