Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Partial Convolution based Padding	Guilin Liu, Kevin J. Shih, Ting-Chun Wang	2018	arxiv 1811.11718
Integrating Knowledge and Reasoning in Image Understanding	Somak Aditya, Yezhou Yang, Chitta Baral	2019	arxiv 1906.09954
Retrain or not retrain? -- efficient pruning methods of deep CNN networks	Marcin Pietron, Maciej Wielgosz	2020	arxiv 2002.07051
SemI2I: Semantically Consistent Image-to-Image Translation for Domain Adaptation of Remote Sensing Data	Onur Tasar, S L Happy, Yuliya Tarabalka	2020	arxiv 2002.05925
Illumination-Invariant Image from 4-Channel Images: The Effect of Near-Infrared Data in Shadow Removal	Sorour Mohajerani, Mark S. Drew, Parvaneh Saeedi	2020	arxiv 2005.01878
Evaluation of 3D CNN Semantic Mapping for Rover Navigation	Sebastiano Chiodini, Luca Torresin, Marco Pertile	2020	arxiv 2006.09761
Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation	Chen-Yu Lee, Tanmay Batra, Mohammad Haris Baig	2019	arxiv 1903.04064
Efficient Segmentation: Learning Downsampling Near Semantic Boundaries	Dmitrii Marin, Zijian He, Peter Vajda	2019	arxiv 1907.07156
A Distraction Score for Watermarks	Aurelia Guy, Sema Berkiten	2019	arxiv 1908.03651
Drop to Adapt: Learning Discriminative Features for Unsupervised Domain Adaptation	Seungmin Lee, Dongwan Kim, Namil Kim	2019	arxiv 1910.05562
Computer Vision Algorithm for Predicting the Welding Efficiency of Friction Stir Welded Copper Joints from its Microstructures	Akshansh Mishra, Asmita Suman, Devarrishi Dixit	2022	arxiv 2203.09479
Evaluating Transferability for Covid 3D Localization Using CT SARS-CoV-2 segmentation models	Constantine Maganaris, Eftychios Protopapadakis, Nikolaos Bakalos	2022	arxiv 2205.02152
Self-Supervised Pre-training of Vision Transformers for Dense Prediction Tasks	Jaonary Rabarisoa, Valentin Belissen, Florian Chabot	2022	arxiv 2205.15173
Depth-SIMS: Semi-Parametric Image and Depth Synthesis	Valentina Musat, Daniele De Martini, Matthew Gadd	2022	arxiv 2203.03405
Monitoring Urban Forests from Auto-Generated Segmentation Maps	Conrad M Albrecht, Chenying Liu, Yi Wang	2022	arxiv 2206.06948
Weakly-supervised continual learning for class-incremental segmentation	Gaston Lenczner, Adrien Chan-Hon-Tong, Nicola Luminari	2022	arxiv 2201.01029
Semantic Packet Aggregation and Repeated Transmission for Text-to-Image Generation	Seunghun Lee, Jihong Park, Jinho Choi	2025	arxiv 2503.23734
SeSame: Simple, Easy 3D Object Detection with Point-Wise Semantics	Hayeon O, Chanuk Yang, Kunsoo Huh	2024	arxiv 2403.06501
Towards Generalising Neural Implicit Representations	Theo W. Costain, Victor Adrian Prisacariu	2021	arxiv 2101.12690
An Intelligent Remote Sensing Image Quality Inspection System	Yijiong Yu, Tao Wang, Kang Ran	2023	arxiv 2307.11965

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