SOTA2 Research · papers

Papers for “semantic segmentation”

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

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20 indexed

Title	Authors	Year	Source
Semantic Segmentation of Panoramic Images Using a Synthetic Dataset	Yuanyou Xu, Kaiwei Wang, Kailun Yang	2019	arxiv 1909.00532
Distance transform regression for spatially-aware deep semantic segmentation	Nicolas Audebert, Alexandre Boulch, Bertrand Le Saux	2019	arxiv 1909.01671
Automated Monitoring of Cultural Heritage Artifacts Using Semantic Segmentation	Andrea Ranieri, Giorgio Palmieri, Silvia Biasotti	2025	arxiv 2511.20541
Certified Defences Against Adversarial Patch Attacks on Semantic Segmentation	Maksym Yatsura, Kaspar Sakmann, N. Grace Hua	2022	arxiv 2209.05980
Technical Report for ICRA 2025 GOOSE 2D Semantic Segmentation Challenge: Leveraging Color Shift Correction, RoPE-Swin Backbone, and Quantile-based Label Denoising Strategy for Robust Outdoor Scene Understanding	Chih-Chung Hsu, I-Hsuan Wu, Wen-Hai Tseng	2025	arxiv 2505.06991
PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation	Mu Chen, Zhedong Zheng, Yi Yang	2022	arxiv 2211.07609
BEV-Seg: Bird's Eye View Semantic Segmentation Using Geometry and Semantic Point Cloud	Mong H. Ng, Kaahan Radia, Jianfei Chen	2020	arxiv 2006.11436
Robust Semantic Segmentation in Adverse Weather Conditions by means of Sensor Data Fusion	Andreas Pfeuffer, Klaus Dietmayer	2019	arxiv 1905.10117
Pixel-Level Domain Adaptation: A New Perspective for Enhancing Weakly Supervised Semantic Segmentation	Ye Du, Zehua Fu, Qingjie Liu	2024	arxiv 2408.02039
TransUPR: A Transformer-based Uncertain Point Refiner for LiDAR Point Cloud Semantic Segmentation