Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Semantics-aware Multi-modal Domain Translation:From LiDAR Point Clouds to Panoramic Color Images	Tiago Cortinhal, Fatih Kurnaz, Eren Aksoy	2021	arxiv 2106.13974
Simultaneous Detection and Segmentation	Bharath Hariharan, Pablo Arbeláez, Ross Girshick	2014	arxiv 1407.1808
PixelNet: Representation of the pixels, by the pixels, and for the pixels	Aayush Bansal, Xinlei Chen, Bryan Russell	2017	arxiv 1702.06506
W-Net: A Deep Model for Fully Unsupervised Image Segmentation	Xide Xia, Brian Kulis	2017	arxiv 1711.08506
Mix and match networks: encoder-decoder alignment for zero-pair image translation	Yaxing Wang, Joost van de Weijer, Luis Herranz	2018	arxiv 1804.02199
A multi-scale pyramid of 3D fully convolutional networks for abdominal multi-organ segmentation	Holger R. Roth, Chen Shen, Hirohisa Oda	2018	arxiv 1806.02237
Coarse-to-fine volumetric segmentation of teeth in Cone-Beam CT	Matvey Ezhov, Adel Zakirov, Maxim Gusarev	2018	arxiv 1810.10293
Neutral pion reconstruction using machine learning in the MINERvA experiment at $\langle E_\nu \rangle \sim 6$ GeV	A. Ghosh, B. Yaeggy, R.Galindo	2021	arxiv 2103.06992
Generative Synthetic Augmentation using Label-to-Image Translation for Nuclei Image Segmentation	Takato Yasuno	2020	arxiv 2004.10126
SemanticSugarBeets: A Multi-Task Framework and Dataset for Inspecting Harvest and Storage Characteristics of Sugar Beets	Gerardus Croonen, Andreas Trondl, Julia Simon	2025	arxiv 2504.16684
Reproducing and Extending RaDelft 4D Radar with Camera-Assisted Labels	Kejia Hu, Mohammed Alsakabi, John M. Dolan	2025	arxiv 2512.02394
A Novel Downsampling Strategy Based on Information Complementarity for Medical Image Segmentation	Wenbo Yue, Chang Li, Guoping Xu	2025	arxiv 2507.14790
SQ-GAN: Semantic Image Communications Using Masked Vector Quantization	Francesco Pezone, Sergio Barbarossa, Giuseppe Caire	2025	arxiv 2502.09520
Instant Colorization of Gaussian Splats	Daniel Lieber, Alexander Mock, Nils Wandel	2026	arxiv 2604.17155
Point Cloud Data Simulation and Modelling with Aize Workspace	Boris Mocialov, Eirik Eythorsson, Reza Parseh	2023	arxiv 2301.07947
The state of the art in kidney and kidney tumor segmentation in contrast-enhanced CT imaging: Results of the KiTS19 Challenge	Nicholas Heller, Fabian Isensee, Klaus H. Maier-Hein	2019	arxiv 1912.01054
DT-Net: A novel network based on multi-directional integrated convolution and threshold convolution	Hongfeng You, Long Yu, Shengwei Tian	2020	arxiv 2009.12569
Scale Equivariant U-Net	Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero	2022	arxiv 2210.04508
Bridging the Task Gap: Multi-Task Adversarial Transferability in CLIP and Its Derivatives	Kuanrong Liu, Siyuan Liang, Cheng Qian	2025	arxiv 2509.23917
Dual Attention U-Net with Feature Infusion: Pushing the Boundaries of Multiclass Defect Segmentation	Rasha Alshawi, Md Tamjidul Hoque, Md Meftahul Ferdaus	2023	arxiv 2312.14053

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