Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Next day fire prediction via semantic segmentation	Konstantinos Alexis, Stella Girtsou, Alexis Apostolakis	2024	arxiv 2403.13545
Cascaded Scene Flow Prediction using Semantic Segmentation	Zhile Ren, Deqing Sun, Jan Kautz	2017	arxiv 1707.08313
ZAHA: Introducing the Level of Facade Generalization and the Large-Scale Point Cloud Facade Semantic Segmentation Benchmark Dataset	Olaf Wysocki, Yue Tan, Thomas Froech	2024	arxiv 2411.04865
A review of technical factors to consider when designing neural networks for semantic segmentation of Earth Observation imagery	Sam Khallaghi, J. Ronald Eastman, Lyndon D. Estes	2023	arxiv 2308.09221
On the Structures of Representation for the Robustness of Semantic Segmentation to Input Corruption	Charles Lehman, Dogancan Temel, Ghassan AlRegib	2020	arxiv 2009.00817
M2S-RoAD: Multi-Modal Semantic Segmentation for Road Damage Using Camera and LiDAR Data	Tzu-Yun Tseng, Hongyu Lyu, Josephine Li	2025	arxiv 2504.10123
NRSeg: Noise-Resilient Learning for BEV Semantic Segmentation via Driving World Models	Siyu Li, Fei Teng, Yihong Cao	2025	arxiv 2507.04002
Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation	Fabio Cermelli, Massimiliano Mancini, Samuel Rota Buló	2022	arxiv 2201.13338
APANet: Adaptive Prototypes Alignment Network for Few-Shot Semantic Segmentation	Jiacheng Chen, Bin-Bin Gao, Zongqing Lu	2021	arxiv 2111.12263
Exploring Weakly Supervised Semantic Segmentation Ensembles for Medical Imaging Systems	Erik Ostrowski, Bharath Srinivas Prabakaran, Muhammad Shafique	2023	arxiv 2303.07896
On the Robustness of Semantic Segmentation Models to Adversarial Attacks	Anurag Arnab, Ondrej Miksik, Philip H.S. Torr	2017	arxiv 1711.09856
Expansion and Shrinkage of Localization for Weakly-Supervised Semantic Segmentation	Jinlong Li, Zequn Jie, Xu Wang	2022	arxiv 2209.07761
CoBEVT: Cooperative Bird's Eye View Semantic Segmentation with Sparse Transformers	Runsheng Xu, Zhengzhong Tu, Hao Xiang	2022	arxiv 2207.02202
3D Weakly Supervised Semantic Segmentation with 2D Vision-Language Guidance	Xiaoxu Xu, Yitian Yuan, Jinlong Li	2024	arxiv 2407.09826
Active Learning for Semantic Segmentation with Multi-class Label Query	Sehyun Hwang, Sohyun Lee, Hoyoung Kim	2023	arxiv 2309.09319
Exploiting Inherent Class Label: Towards Robust Scribble Supervised Semantic Segmentation	Xinliang Zhang, Lei Zhu, Shuang Zeng	2025	arxiv 2503.13895
Threshold Attention Network for Semantic Segmentation of Remote Sensing Images	Wei Long, Yongjun Zhang, Zhongwei Cui	2025	arxiv 2501.07984
Scaling Semantic Segmentation Beyond 1K Classes on a Single GPU	Shipra Jain, Danda Paudel Pani, Martin Danelljan	2020	arxiv 2012.07489
MCIBI++: Soft Mining Contextual Information Beyond Image for Semantic Segmentation	Zhenchao Jin, Dongdong Yu, Zehuan Yuan	2022	arxiv 2209.04471
Improving Replay-Based Continual Semantic Segmentation with Smart Data Selection	Tobias Kalb, Björn Mauthe, Jürgen Beyerer	2022	arxiv 2209.09839

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