Research

Papers for “semantic segmentation”

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

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	Gabriel Jimenez, Anuradha Kar, Mehdi Ounissi	2023	arxiv 2302.08511
Wireless End-to-End Image Transmission System using Semantic Communications	Maheshi Lokumarambage, Vishnu Gowrisetty, Hossein Rezaei	2023	arxiv 2302.13721
Regularizing Self-training for Unsupervised Domain Adaptation via Structural Constraints	Rajshekhar Das, Jonathan Francis, Sanket Vaibhav Mehta	2023	arxiv 2305.00131
Gated Feedback Refinement Network for Coarse-to-Fine Dense Semantic Image Labeling	Md Amirul Islam, Mrigank Rochan, Shujon Naha	2018	arxiv 1806.11266
An Analysis of Pre-Training on Object Detection	Hengduo Li, Bharat Singh, Mahyar Najibi	2019	arxiv 1904.05871
Vision-based Navigation of Autonomous Vehicle in Roadway Environments with Unexpected Hazards	Mhafuzul Islam, Mahsrur Chowdhury, Hongda Li	2018	arxiv 1810.03967
Path-Invariant Map Networks	Zaiwei Zhang, Zhenxiao Liang, Lemeng Wu	2018	arxiv 1812.11647
Searching for MobileNetV3	Andrew Howard, Mark Sandler, Grace Chu	2019	arxiv 1905.02244
Online Model Distillation for Efficient Video Inference	Ravi Teja Mullapudi, Steven Chen, Keyi Zhang	2018	arxiv 1812.02699
Realizing Pixel-Level Semantic Learning in Complex Driving Scenes based on Only One Annotated Pixel per Class	Xi Li, Huimin Ma, Sheng Yi	2020	arxiv 2003.04671
Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation	Bowen Cheng, Maxwell D. Collins, Yukun Zhu	2019	arxiv 1911.10194

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