Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Multi-Task Driven Explainable Diagnosis of COVID-19 using Chest X-ray Images	Aakarsh Malhotra, Surbhi Mittal, Puspita Majumdar	2020	arxiv 2008.03205
Contraband Materials Detection Within Volumetric 3D Computed Tomography Baggage Security Screening Imagery	Qian Wang, Toby P. Breckon	2020	arxiv 2012.11753
Multi-Resolution Graph Neural Network for Large-Scale Pointcloud Segmentation	Liuyue Xie, Tomotake Furuhata, Kenji Shimada	2020	arxiv 2009.08924
Value of Temporal Dynamics Information in Driving Scene Segmentation	Li Ding, Jack Terwilliger, Rini Sherony	2019	arxiv 1904.00758
On Boosting Semantic Street Scene Segmentation with Weak Supervision	Panagiotis Meletis, Gijs Dubbelman	2019	arxiv 1903.03462
Texture Underfitting for Domain Adaptation	Jan-Nico Zaech, Dengxin Dai, Martin Hahner	2019	arxiv 1908.11215
Learnable Tree Filter for Structure-preserving Feature Transform	Lin Song, Yanwei Li, Zeming Li	2019	arxiv 1909.12513
Building Segmentation through a Gated Graph Convolutional Neural Network with Deep Structured Feature Embedding	Yilei Shi, Qingyu Li, Xiao Xiang Zhu	2019	arxiv 1911.03165
Improving Semantic Image Segmentation via Label Fusion in Semantically Textured Meshes	Florian Fervers, Timo Breuer, Gregor Stachowiak	2021	arxiv 2111.11103
RepMLPNet: Hierarchical Vision MLP with Re-parameterized Locality	Xiaohan Ding, Honghao Chen, Xiangyu Zhang	2021	arxiv 2112.11081
Feature Selective Transformer for Semantic Image Segmentation	Fangjian Lin, Tianyi Wu, Sitong Wu	2022	arxiv 2203.14124
Deep Neural Network Pruning for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological Images	Amirreza Mahbod, Rahim Entezari, Isabella Ellinger	2022	arxiv 2206.07422
Image-to-Image Translation for Autonomous Driving from Coarsely-Aligned Image Pairs	Youya Xia, Josephine Monica, Wei-Lun Chao	2022	arxiv 2209.11673
Orthogonal Projection Subspace to Aggregate Online Prior-knowledge for Continual Test-time Adaptation	Jinlong Li, Dong Zhao, Qi Zang	2025	arxiv 2506.19022
MambaTrans: Multimodal Fusion Image Translation via Large Language Model Priors for Downstream Visual Tasks	Yushen Xu, Xiaosong Li, Zhenyu Kuang	2025	arxiv 2508.07803
KARMA: Efficient Structural Defect Segmentation via Kolmogorov-Arnold Representation Learning	Md Meftahul Ferdaus, Mahdi Abdelguerfi, Elias Ioup	2025	arxiv 2508.08186
Hybridization of Attention UNet with Repeated Atrous Spatial Pyramid Pooling for Improved Brain Tumour Segmentation	Satyaki Roy Chowdhury, Golrokh Mirzaei	2025	arxiv 2501.13129
Few-Shot Fruit Segmentation via Transfer Learning	Jordan A. James, Heather K. Manching, Amanda M. Hulse-Kemp	2024	arxiv 2405.02556
H-FCBFormer Hierarchical Fully Convolutional Branch Transformer for Occlusal Contact Segmentation with Articulating Paper	Ryan Banks, Bernat Rovira-Lastra, Jordi Martinez-Gomis	2024	arxiv 2407.07604
A Two-Stage Progressive Pre-training using Multi-Modal Contrastive Masked Autoencoders	Muhammad Abdullah Jamal, Omid Mohareri	2024	arxiv 2408.02245

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