Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
A Billion-scale Foundation Model for Remote Sensing Images	Keumgang Cha, Junghoon Seo, Taekyung Lee	2023	arxiv 2304.05215
AM-SAM: Automated Prompting and Mask Calibration for Segment Anything Model	Yuchen Li, Li Zhang, Youwei Liang	2024	arxiv 2410.09714
FBNetV5: Neural Architecture Search for Multiple Tasks in One Run	Bichen Wu, Chaojian Li, Hang Zhang	2021	arxiv 2111.10007
Domain-Rectifying Adapter for Cross-Domain Few-Shot Segmentation	Jiapeng Su, Qi Fan, Guangming Lu	2024	arxiv 2404.10322
Hierarchical Side-Tuning for Vision Transformers	Weifeng Lin, Ziheng Wu, Wentao Yang	2023	arxiv 2310.05393
VisDA 2022 Challenge: Domain Adaptation for Industrial Waste Sorting	Dina Bashkirova, Samarth Mishra, Diala Lteif	2023	arxiv 2303.14828
CLIP2Scene: Towards Label-efficient 3D Scene Understanding by CLIP	Runnan Chen, Youquan Liu, Lingdong Kong	2023	arxiv 2301.04926
Intra- & Extra-Source Exemplar-Based Style Synthesis for Improved Domain Generalization	Yumeng Li, Dan Zhang, Margret Keuper	2023	arxiv 2307.00648
AURA : Automatic Mask Generator using Randomized Input Sampling for Object Removal	Changsuk Oh, H. Jin Kim	2023	arxiv 2305.07857
In-Context Translation: Towards Unifying Image Recognition, Processing, and Generation	Han Xue, Qianru Sun, Li Song	2024	arxiv 2404.09633
Prompt Tuning for Parameter-efficient Medical Image Segmentation	Marc Fischer, Alexander Bartler, Bin Yang	2022	arxiv 2211.09233
JSMNet Improving Indoor Point Cloud Semantic and Instance Segmentation through Self-Attention and Multiscale	Shuochen Xu, Zhenxin Zhang	2023	arxiv 2309.07425
An End-to-End Computer Vision Methodology for Quantitative Metallography	Matan Rusanovsky, Ofer Beeri, Gal Oren	2021	arxiv 2104.11159
LMSeg: An end-to-end geometric message-passing network on barycentric dual graphs for large-scale landscape mesh segmentation	Zexian Huang, Kourosh Khoshelham, Martin Tomko	2024	arxiv 2407.04326
Global Rice Multi-Class Segmentation Dataset (RiceSEG): A Comprehensive and Diverse High-Resolution RGB-Annotated Images for the Development and Benchmarking of Rice Segmentation Algorithms	Junchi Zhou, Haozhou Wang, Yoichiro Kato	2025	arxiv 2504.02880
Open-Source Image Editing Models Are Zero-Shot Vision Learners	Wei Liu, Jiaxin Lin, Rui Chen	2026	arxiv 2605.04566
BELDE: Building a Large-scale Earth-observation Land-cover Dataset for Europe	Ümit Mert Çağlar, Alptekin Temizel	2026	arxiv 2606.20909
1GC-7RC: One Graphic Card -- Seven Research Challenges! How Good Are AI Agents at Doing Your Job?	Robin-Nico Kampa, Fabian Deuser, Anna Bö\ssendörfer	2026	arxiv 2605.17046
PP-LCNet: A Lightweight CPU Convolutional Neural Network	Cheng Cui, Tingquan Gao, Shengyu Wei	2021	arxiv 2109.15099
Improving Hyperspectral Adversarial Robustness Under Multiple Attacks	Nicholas Soucy, Salimeh Yasaei Sekeh	2022	arxiv 2210.16346

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