Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Find my mug: Efficient object search with a mobile robot using semantic segmentation	Daniel Wolf, Markus Bajones, Johann Prankl	2014	arxiv 1404.5765
Learning Multi-level Region Consistency with Dense Multi-label Networks for Semantic Segmentation	Tong Shen, Guosheng Lin, Chunhua Shen	2017	arxiv 1701.07122
Active Learning with Context Sampling and One-vs-Rest Entropy for Semantic Segmentation	Fei Wu, Pablo Marquez-Neila, Hedyeh Rafi-Tarii	2024	arxiv 2412.06470
A Class-wise Non-salient Region Generalized Framework for Video Semantic Segmentation	Yuhang Zhang, Shishun Tian, Muxin Liao	2022	arxiv 2212.14154
Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation	Muzhi Zhu, Yang Liu, Zekai Luo	2024	arxiv 2410.02369
Adversarial Neural Networks in Medical Imaging Advancements and Challenges in Semantic Segmentation	Houze Liu, Bo Zhang, Yanlin Xiang	2024	arxiv 2410.13099
A Unified Framework with Multimodal Fine-tuning for Remote Sensing Semantic Segmentation	Xianping Ma, Xiaokang Zhang, Man-On Pun	2024	arxiv 2410.11160
Characterizing Adversarial Examples Based on Spatial Consistency Information for Semantic Segmentation	Chaowei Xiao, Ruizhi Deng, Bo Li	2018	arxiv 1810.05162
ContextNet: Exploring Context and Detail for Semantic Segmentation in Real-time	Rudra P K Poudel, Ujwal Bonde, Stephan Liwicki	2018	arxiv 1805.04554
A Re-Parameterized Vision Transformer (ReVT) for Domain-Generalized Semantic Segmentation	Jan-Aike Termöhlen, Timo Bartels, Tim Fingscheidt	2023	arxiv 2308.13331
MuSCLe: A Multi-Strategy Contrastive Learning Framework for Weakly Supervised Semantic Segmentation	Kunhao Yuan, Gerald Schaefer, Yu-Kun Lai	2022	arxiv 2201.07021
Global and Local Features through Gaussian Mixture Models on Image Semantic Segmentation	Darwin Saire, Adín Ramírez Rivera	2022	arxiv 2207.09162
To Adapt or Not to Adapt? Real-Time Adaptation for Semantic Segmentation	Marc Botet Colomer, Pier Luigi Dovesi, Theodoros Panagiotakopoulos	2023	arxiv 2307.15063
Dilated Temporal Fully-Convolutional Network for Semantic Segmentation of Motion Capture Data	Noshaba Cheema, Somayeh Hosseini, Janis Sprenger	2018	arxiv 1806.09174
Automated Detection of Label Errors in Semantic Segmentation Datasets via Deep Learning and Uncertainty Quantification	Matthias Rottmann, Marco Reese	2022	arxiv 2207.06104
Texture-Shape Bias Balancing for Robust Synthetic-to-Real Semantic Segmentation in Automotive NIR Imagery	Felix Stillger, Ben Hamscher, Lukas Hahn	2026	arxiv 2606.15072
Domain Adaptive Semantic Segmentation by Optimal Transport	Yaqian Guo, Xin Wang, Ce Li	2023	arxiv 2303.16435
Domain Adaptive Semantic Segmentation without Source Data	Fuming You, Jingjing Li, Lei Zhu	2021	arxiv 2110.06484
Multi-Text Guided Few-Shot Semantic Segmentation	Qiang Jiao, Bin Yan, Yi Yang	2025	arxiv 2511.15515
ARTSeg: Employing Attention for Thermal images Semantic Segmentation	Farzeen Munir, Shoaib Azam, Unse Fatima	2021	arxiv 2111.15257

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