Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Structural and Statistical Texture Knowledge Distillation and Learning for Segmentation	Deyi Ji, Feng Zhao, Hongtao Lu	2025	arxiv 2503.08043
Accuracy Improvement of Cell Image Segmentation Using Feedback Former	Hinako Mitsuoka, Kazuhiro Hotta	2024	arxiv 2408.12974
Analysis of Vision-based Abnormal Red Blood Cell Classification	Annika Wong, Nantheera Anantrasirichai, Thanarat H. Chalidabhongse	2021	arxiv 2106.00389
Visual Attention Network	Meng-Hao Guo, Cheng-Ze Lu, Zheng-Ning Liu	2022	arxiv 2202.09741
Spherical Transformer: Adapting Spherical Signal to CNNs	Yuqi Liu, Yin Wang, Haikuan Du	2021	arxiv 2101.03848
BEiT v2: Masked Image Modeling with Vector-Quantized Visual Tokenizers	Zhiliang Peng, Li Dong, Hangbo Bao	2022	arxiv 2208.06366
Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation	Zhun Zhong, Yuyang Zhao, Gim Hee Lee	2022	arxiv 2207.04892
Could Giant Pretrained Image Models Extract Universal Representations?	Yutong Lin, Ze Liu, Zheng Zhang	2022	arxiv 2211.02043
Superpoint Transformer for 3D Scene Instance Segmentation	Jiahao Sun, Chunmei Qing, Junpeng Tan	2022	arxiv 2211.15766
Radiation Search Operations using Scene Understanding with Autonomous UAV and UGV	Gordon Christie, Adam Shoemaker, Kevin Kochersberger	2016	arxiv 1609.00017
Segmentation-Aware Convolutional Networks Using Local Attention Masks	Adam W. Harley, Konstantinos G. Derpanis, Iasonas Kokkinos	2017	arxiv 1708.04607
Brain Tumor Segmentation Based on Refined Fully Convolutional Neural Networks with A Hierarchical Dice Loss	Jiachi Zhang, Xiaolei Shen, Tianqi Zhuo	2017	arxiv 1712.09093
Concept Mask: Large-Scale Segmentation from Semantic Concepts	Yufei Wang, Zhe Lin, Xiaohui Shen	2018	arxiv 1808.06032
Triply Supervised Decoder Networks for Joint Detection and Segmentation	Jiale Cao, Yanwei Pang, Xuelong Li	2018	arxiv 1809.09299
Building and Evaluating a Realistic Virtual World for Large Scale Urban Exploration from 360{\deg} Videos	Mizuki Takenawa, Naoki Sugimoto, Leslie Wöhler	2025	arxiv 2510.11447
Object-Centric Action-Enhanced Representations for Robot Visuo-Motor Policy Learning	Nikos Giannakakis, Argyris Manetas, Panagiotis P. Filntisis	2025	arxiv 2505.20962
Compact & Capable: Harnessing Graph Neural Networks and Edge Convolution for Medical Image Classification	Aryan Singh, Pepijn Van de Ven, Ciarán Eising	2023	arxiv 2307.12790
Optical Flow boosts Unsupervised Localization and Segmentation	Xinyu Zhang, Abdeslam Boularias	2023	arxiv 2307.13640
Reducing Texture Bias of Deep Neural Networks via Edge Enhancing Diffusion	Edgar Heinert, Matthias Rottmann, Kira Maag	2024	arxiv 2402.09530
The revenge of BiSeNet: Efficient Multi-Task Image Segmentation	Gabriele Rosi, Claudia Cuttano, Niccolò Cavagnero	2024	arxiv 2404.09570

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