Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Vision-based Uneven BEV Representation Learning with Polar Rasterization and Surface Estimation	Zhi Liu, Shaoyu Chen, Xiaojie Guo	2022	arxiv 2207.01878
VL-BEiT: Generative Vision-Language Pretraining	Hangbo Bao, Wenhui Wang, Li Dong	2022	arxiv 2206.01127
1st Place Solution to NeurIPS 2022 Challenge on Visual Domain Adaptation	Daehan Kim, Minseok Seo, YoungJin Jeon	2022	arxiv 2211.14596
RFC-Net: Learning High Resolution Global Features for Medical Image Segmentation on a Computational Budget	Sourajit Saha, Shaswati Saha, Md Osman Gani	2023	arxiv 2302.06134
Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition	Shuhuai Ren, Aston Zhang, Yi Zhu	2023	arxiv 2304.04704
Semantic Style Transfer and Turning Two-Bit Doodles into Fine Artworks	Alex J. Champandard	2016	arxiv 1603.01768
Fast LIDAR-based Road Detection Using Fully Convolutional Neural Networks	Luca Caltagirone, Samuel Scheidegger, Lennart Svensson	2017	arxiv 1703.03613
Deformable Convolutional Networks	Jifeng Dai, Haozhi Qi, Yuwen Xiong	2017	arxiv 1703.06211
Conditional and Residual Methods in Scalable Coding for Humans and Machines	Anderson de Andrade, Alon Harell, Yalda Foroutan	2023	arxiv 2305.02562
Automatic Real-time Background Cut for Portrait Videos	Xiaoyong Shen, Ruixing Wang, Hengshuang Zhao	2017	arxiv 1704.08812
ReLayNet: Retinal Layer and Fluid Segmentation of Macular Optical Coherence Tomography using Fully Convolutional Network	Abhijit Guha Roy, Sailesh Conjeti, Sri Phani Krishna Karri	2017	arxiv 1704.02161
Generative Adversarial Perturbations	Omid Poursaeed, Isay Katsman, Bicheng Gao	2017	arxiv 1712.02328
Tangent Convolutions for Dense Prediction in 3D	Maxim Tatarchenko, Jaesik Park, Vladlen Koltun	2018	arxiv 1807.02443
SketchGNN: Semantic Sketch Segmentation with Graph Neural Networks	Lumin Yang, Jiajie Zhuang, Hongbo Fu	2020	arxiv 2003.00678
InverseForm: A Loss Function for Structured Boundary-Aware Segmentation	Shubhankar Borse, Ying Wang, Yizhe Zhang	2021	arxiv 2104.02745
Privacy Risks of Robot Vision: A User Study on Image Modalities and Resolution	Xuying Huang, Sicong Pan, Maren Bennewitz	2025	arxiv 2505.07766
U-NetMN and SegNetMN: Modified U-Net and SegNet models for bimodal SAR image segmentation	Marwane Kzadri, Franco Alberto Cardillo, Nanée Chahinian	2025	arxiv 2506.05444
MapFM: Foundation Model-Driven HD Mapping with Multi-Task Contextual Learning	Leonid Ivanov, Vasily Yuryev, Dmitry Yudin	2025	arxiv 2506.15313
Heterogeneous-Modal Unsupervised Domain Adaptation via Latent Space Bridging	Jiawen Yang, Shuhao Chen, Yucong Duan	2025	arxiv 2506.15971
Self-Supervised Learning with Generative Adversarial Networks for Electron Microscopy	Bashir Kazimi, Karina Ruzaeva, Stefan Sandfeld	2024	arxiv 2402.18286

Search results