Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
The Fast Bilateral Solver	Jonathan T. Barron, Ben Poole	2015	arxiv 1511.03296
A Hyperspectral and RGB Dataset for Building Facade Segmentation	Nariman Habili, Ernest Kwan, Weihao Li	2022	arxiv 2212.02749
Efficient semantic image segmentation with superpixel pooling	Mathijs Schuurmans, Maxim Berman, Matthew B. Blaschko	2018	arxiv 1806.02705
Fast, Better Training Trick -- Random Gradient	Jiakai Wei	2018	arxiv 1808.04293
Boundary-Aware Network for Fast and High-Accuracy Portrait Segmentation	Xi Chen, Donglian Qi, Jianxin Shen	2019	arxiv 1901.03814
Forget the Learning Rate, Decay Loss	Jiakai Wei	2019	arxiv 1905.00094
Structured Prediction using cGANs with Fusion Discriminator	Faisal Mahmood, Wenhao Xu, Nicholas J. Durr	2019	arxiv 1904.13358
Lung Segmentation in Chest X-rays with Res-CR-Net	Haikal Abdulah, Benjamin Huber, Sinan Lal	2020	arxiv 2011.08655
Towards Long-term Robotics in the Wild	Stephen Hausler, Ethan Griffiths, Milad Ramezani	2024	arxiv 2404.18477
Cumulative Assessment for Urban 3D Modeling	Shea Hagstrom, Hee Won Pak, Stephanie Ku	2021	arxiv 2107.04622
SAGE: Semantic-Driven Adaptive Gaussian Splatting in Extended Reality	Chiara Schiavo, Elena Camuffo, Leonardo Badia	2025	arxiv 2503.16747
Window to Wall Ratio Detection using SegFormer	Zoe De Simone, Sayandeep Biswas, Oscar Wu	2024	arxiv 2406.02706
Point Cloud Instance Segmentation using Probabilistic Embeddings	Biao Zhang, Peter Wonka	2019	arxiv 1912.00145
DeepSatData: Building large scale datasets of satellite images for training machine learning models	Michail Tarasiou, Stefanos Zafeiriou	2021	arxiv 2104.13824
KLIEP-based Density Ratio Estimation for Semantically Consistent Synthetic to Real Images Adaptation in Urban Traffic Scenes	Artem Savkin, Federico Tombari	2021	arxiv 2105.12549
Nonwatertight Mesh Reconstruction	Partha Ghosh	2022	arxiv 2206.12952
Understanding Self-Supervised Features for Learning Unsupervised Instance Segmentation	Paul Engstler, Luke Melas-Kyriazi, Christian Rupprecht	2023	arxiv 2311.14665
Herding Generalizes Diverse M -Best Solutions	Ece Ozkan, Gemma Roig, Orcun Goksel	2016	arxiv 1611.04353
Adversarial Examples for Semantic Image Segmentation	Volker Fischer, Mummadi Chaithanya Kumar, Jan Hendrik Metzen	2017	arxiv 1703.01101
CalCROP21: A Georeferenced multi-spectral dataset of Satellite Imagery and Crop Labels	Rahul Ghosh, Praveen Ravirathinam, Xiaowei Jia	2021	arxiv 2107.12499

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