Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Mitigating Distributional Shift in Semantic Segmentation via Uncertainty Estimation from Unlabelled Data	David S. W. Williams, Daniele De Martini, Matthew Gadd	2024	arxiv 2402.17653
Knowledge Distillation from 3D to Bird's-Eye-View for LiDAR Semantic Segmentation	Feng Jiang, Heng Gao, Shoumeng Qiu	2023	arxiv 2304.11393
MIANet: Aggregating Unbiased Instance and General Information for Few-Shot Semantic Segmentation	Yong Yang, Qiong Chen, Yuan Feng	2023	arxiv 2305.13864
Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation	Jingna Qiu, Frauke Wilm, Mathias Öttl	2023	arxiv 2307.07168
A Convolutional Vision Transformer for Semantic Segmentation of Side-Scan Sonar Data	Hayat Rajani, Nuno Gracias, Rafael Garcia	2023	arxiv 2302.12416
2DDATA: 2D Detection Annotations Transmittable Aggregation for Semantic Segmentation on Point Cloud	Guan-Cheng Lee	2023	arxiv 2309.11755
DPE-Net: Dual-Parallel Encoder Based Network for Semantic Segmentation of Polyps	Malik Abdul Manan, Feng Jinchao, Shahzad Ahmed	2024	arxiv 2412.00888
Leveraging Contrastive Learning for Semantic Segmentation with Consistent Labels Across Varying Appearances	Javier Montalvo, Roberto Alcover-Couso, Pablo Carballeira	2024	arxiv 2412.16592
Semi-Supervised Domain Adaptation for Semantic Segmentation of Roads from Satellite Images	Ahmet Alp Kindiroglu, Metehan Yalç\in, Furkan Burak Bağc\i	2022	arxiv 2212.13079
PAIF: Perception-Aware Infrared-Visible Image Fusion for Attack-Tolerant Semantic Segmentation	Zhu Liu, Jinyuan Liu, Benzhuang Zhang	2023	arxiv 2308.03979
HaarNet: Large-scale Linear-Morphological Hybrid Network for RGB-D Semantic Segmentation	Rick Groenendijk, Leo Dorst, Theo Gevers	2023	arxiv 2310.07669
Cross-attention Spatio-temporal Context Transformer for Semantic Segmentation of Historical Maps	Sidi Wu, Yizi Chen, Konrad Schindler	2023	arxiv 2310.12616
Multiresolution hierarchy co-clustering for semantic segmentation in sequences with small variations	David Varas, Mónica Alfaro, Ferran Marques	2015	arxiv 1510.04842
Son of Zorn's Lemma: Targeted Style Transfer Using Instance-aware Semantic Segmentation	Carlos Castillo, Soham De, Xintong Han	2017	arxiv 1701.02357
Semantic Segmentation via Highly Fused Convolutional Network with Multiple Soft Cost Functions	Tao Yang, Yan Wu, Junqiao Zhao	2018	arxiv 1801.01317
A Framework for Low-Effort Training Data Generation for Urban Semantic Segmentation	Denis Zavadski, Damjan Kalšan, Tim Küchler	2025	arxiv 2510.11567
Centralized Copy-Paste: Enhanced Data Augmentation Strategy for Wildland Fire Semantic Segmentation	Joon Tai Kim, Tianle Chen, Ziyu Dong	2025	arxiv 2507.06321
Adapting Vision Transformers to Ultra-High Resolution Semantic Segmentation with Relay Tokens	Yohann Perron, Vladyslav Sydorov, Christophe Pottier	2026	arxiv 2601.05927
Unsupervised Semantic Segmentation in Synchrotron Computed Tomography with Self-Correcting Pseudo Labels	Austin Yunker, Peter Kenesei, Hemant Sharma	2026	arxiv 2603.00372
Toward Efficient Weakly Supervised Semantic Segmentation Using Only Low-Magnification Histopathological Images	Dung Minh Do, Nhat-Thanh Huynh, Duc Minh Huynh	2026	arxiv 2607.10783

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