Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Adaptive sampling for scanning pixel cameras	Yusuf Duman, Jean-Yves Guillemaut, Simon Hadfield	2022	arxiv 2207.13460
Seamless Scene Segmentation	Lorenzo Porzi, Samuel Rota Bulò, Aleksander Colovic	2019	arxiv 1905.01220
Simultaneous Mapping and Target Driven Navigation	Georgios Georgakis, Yimeng Li, Jana Kosecka	2019	arxiv 1911.07980
End-to-End Instance Segmentation with Recurrent Attention	Mengye Ren, Richard S. Zemel	2016	arxiv 1605.09410
Sparse Photometric 3D Face Reconstruction Guided by Morphable Models	Xuan Cao, Zhang Chen, Anpei Chen	2017	arxiv 1711.10870
InfraParis: A multi-modal and multi-task autonomous driving dataset	Gianni Franchi, Marwane Hariat, Xuanlong Yu	2023	arxiv 2309.15751
A Framework of Landsat-8 Band Selection based on UMDA for Deforestation Detection	Eduardo B. Neto, Paulo R. C. Pedro, Alvaro Fazenda	2023	arxiv 2311.10513
Factorized Diffusion Architectures for Unsupervised Image Generation and Segmentation	Xin Yuan, Michael Maire	2023	arxiv 2309.15726
Density Matters: Improved Core-set for Active Domain Adaptive Segmentation	Shizhan Liu, Zhengkai Jiang, Yuxi Li	2023	arxiv 2312.09595
GridMask Data Augmentation	Pengguang Chen, Shu Liu, Hengshuang Zhao	2020	arxiv 2001.04086
Masked Gamma-SSL: Learning Uncertainty Estimation via Masked Image Modeling	David S. W. Williams, Matthew Gadd, Paul Newman	2024	arxiv 2402.17622
Deep Nets with Subsampling Layers Unwittingly Discard Useful Activations at Test-Time	Chiao-An Yang, Ziwei Liu, Raymond A. Yeh	2024	arxiv 2410.01083
Towards agricultural autonomy: crop row detection under varying field conditions using deep learning	Rajitha de Silva, Grzegorz Cielniak, Junfeng Gao	2021	arxiv 2109.08247
Knowledge Swapping via Learning and Unlearning	Mingyu Xing, Lechao Cheng, Shengeng Tang	2025	arxiv 2502.08075
ARKit LabelMaker: A New Scale for Indoor 3D Scene Understanding	Guangda Ji, Silvan Weder, Francis Engelmann	2024	arxiv 2410.13924
Segmenting Object Affordances: Reproducibility and Sensitivity to Scale	Tommaso Apicella, Alessio Xompero, Paolo Gastaldo	2024	arxiv 2409.01814
ISCUTE: Instance Segmentation of Cables Using Text Embedding	Shir Kozlovsky, Omkar Joglekar, Dotan Di Castro	2024	arxiv 2402.11996
Gasformer: A Transformer-based Architecture for Segmenting Methane Emissions from Livestock in Optical Gas Imaging	Toqi Tahamid Sarker, Mohamed G Embaby, Khaled R Ahmed	2024	arxiv 2404.10841
Interactive Segmentation of Radiance Fields	Rahul Goel, Dhawal Sirikonda, Saurabh Saini	2022	arxiv 2212.13545
Hierarchical Dense Correlation Distillation for Few-Shot Segmentation	Bohao Peng, Zhuotao Tian, Xiaoyang Wu	2023	arxiv 2303.14652

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