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Papers for “semantic segmentation”

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

TitleAuthorsYearSource
SurgPIS: Surgical-instrument-level Instances and Part-level Semantics for Weakly-supervised Part-aware Instance SegmentationMeng Wei, Charlie Budd, Oluwatosin Alabi2025arxiv 2507.19592
Semantic-Rearrangement-Based Multi-Level Alignment for Domain Generalized SegmentationGuanlong Jiao, Chenyangguang Zhang, Haonan Yin2024arxiv 2404.13701
MultiTaskDeltaNet: Change Detection-based Image Segmentation for Operando ETEM with Application to Carbon Gasification KineticsYushuo Niu, Tianyu Li, Yuanyuan Zhu2025arxiv 2507.16803
Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A SurveyGuoping Xu, Xiaxia Wang, Xinglong Wu2024arxiv 2405.01725
Where Do Tokens Go? Understanding Pruning Behaviors in STEP at High ResolutionsMichal Szczepanski, Martyna Poreba, Karim Haroun2025arxiv 2509.14165
Boosting LiDAR-Based Localization with Semantic Insight: Camera Projection versus Direct LiDAR SegmentationSven Ochs, Philip Schörner, Marc René Zofka2025arxiv 2509.20486
AMMUNet: Multi-Scale Attention Map Merging for Remote Sensing Image SegmentationYang Yang, Shunyi Zheng2024arxiv 2404.13408
Change of Scenery: Unsupervised LiDAR Change Detection for Mobile RobotsAlexander Krawciw, Jordy Sehn, Timothy D. Barfoot2023arxiv 2309.10924
Probabilistic Contrastive Learning for Domain AdaptationJunjie Li, Yixin Zhang, Zilei Wang2021arxiv 2111.06021
Exploring the Benefits of Vision Foundation Models for Unsupervised Domain AdaptationBrunó B. Englert, Fabrizio J. Piva, Tommie Kerssies2024arxiv 2406.09896
Placing Objects in Context via Inpainting for Out-of-distribution SegmentationPau de Jorge, Riccardo Volpi, Puneet K. Dokania2024arxiv 2402.16392
ICPR 2024 Competition on Safe Segmentation of Drive Scenes in Unstructured Traffic and Adverse Weather ConditionsFurqan Ahmed Shaik, Sandeep Nagar, Aiswarya Maturi2024arxiv 2409.05327
CASPIANET++: A Multidimensional Channel-Spatial Asymmetric Attention Network with Noisy Student Curriculum Learning Paradigm for Brain Tumor SegmentationAndrea Liew, Chun Cheng Lee, Boon Leong Lan2021arxiv 2107.04099
Multi-Modal Association based Grouping for Form Structure ExtractionMilan Aggarwal, Mausoom Sarkar, Hiresh Gupta2021arxiv 2107.04396
Multimodal Large Language Model Framework for Safe and Interpretable Grid-Integrated EVsJean Douglas Carvalho, Hugo Kenji, Ahmad Mohammad Saber2025arxiv 2510.02592
FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation ModelsLihe Yang, Xiaogang Xu, Bingyi Kang2023arxiv 2310.15160
Transferability Estimation using Bhattacharyya Class SeparabilityMichal Pándy, Andrea Agostinelli, Jasper Uijlings2021arxiv 2111.12780
Micro-Batch Training with Batch-Channel Normalization and Weight StandardizationSiyuan Qiao, Huiyu Wang, Chenxi Liu2019arxiv 1903.10520
LiDAR guided Small obstacle SegmentationAasheesh Singh, Aditya Kamireddypalli, Vineet Gandhi2020arxiv 2003.05970
Unsupervised Universal Image SegmentationDantong Niu, Xudong Wang, Xinyang Han2023arxiv 2312.17243