Research

Papers for “image classification”

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

Title	Authors	Year	Source
Solving MNIST with a globally trained Mixture of Quantum Experts	Paolo Alessandro Xavier Tognini, Leonardo Banchi, Giacomo De Palma	2025	arxiv 2505.14789
Methods for Accelerating Geospatial Data Processing Using Quantum Computers	Maxwell Henderson, Jarred Gallina, Michael Brett	2020	arxiv 2004.03079
MlTr: Multi-label Classification with Transformer	Xing Cheng, Hezheng Lin, Xiangyu Wu	2021	arxiv 2106.06195
Massively Scaling Heteroscedastic Classifiers	Mark Collier, Rodolphe Jenatton, Basil Mustafa	2023	arxiv 2301.12860
CNNs Avoid Curse of Dimensionality by Learning on Patches	Vamshi C. Madala, Shivkumar Chandrasekaran, Jason Bunk	2022	arxiv 2205.10760
Hands-on Evaluation of Visual Transformers for Object Recognition and Detection	Dimitrios N. Vlachogiannis, Dimitrios A. Koutsomitropoulos	2025	arxiv 2512.09579
Comparative Analysis of Custom CNN Architectures versus Pre-trained Models and Transfer Learning: A Study on Five Bangladesh Datasets	Ibrahim Tanvir, Alif Ruslan, Sartaj Solaiman	2026	arxiv 2601.04352
Empirical Ablation and Ensemble Optimization of a Convolutional Neural Network for CIFAR-10 Classification	Naser Khatti Dizabadi	2026	arxiv 2604.23861
Growing Networks with Autonomous Pruning	Charles De Lambilly, Stefan Duffner	2026	arxiv 2603.19759
Background Splitting: Finding Rare Classes in a Sea of Background	Ravi Teja Mullapudi, Fait Poms, William R. Mark	2020	arxiv 2008.12873
A New Compensatory Genetic Algorithm-Based Method for Effective Compressed Multi-function Convolutional Neural Network Model Selection with Multi-Objective Optimization	Luna M. Zhang	2019	arxiv 1906.11912
Ground Control to Major Tom: the importance of field surveys in remotely sensed data analysis	Ian Bolliger, Tamma Carleton, Solomon Hsiang	2017	arxiv 1710.09342
Deep reinforcement learning with automated label extraction from clinical reports accurately classifies 3D MRI brain volumes	Joseph Stember, Hrithwik Shalu	2021	arxiv 2106.09812
Image feature extraction and galaxy classification: a novel and efficient approach with automated machine learning	F. Tarsitano, C. Bruderer, K. Schawinski	2021	arxiv 2105.01070
Fashion and Apparel Classification using Convolutional Neural Networks	Alexander Schindler, Thomas Lidy, Stephan Karner	2018	arxiv 1811.04374
Contextual Local Explanation for Black Box Classifiers	Zijian Zhang, Fan Yang, Haofan Wang	2019	arxiv 1910.00768
Hyperbolic Image Embeddings	Valentin Khrulkov, Leyla Mirvakhabova, Evgeniya Ustinova	2019	arxiv 1904.02239
Advantages and Bottlenecks of Quantum Machine Learning for Remote Sensing	Daniela A. Zaidenberg, Alessandro Sebastianelli, Dario Spiller	2021	arxiv 2101.10657
Classification with Runge-Kutta networks and feature space augmentation	Elisa Giesecke, Axel Kröner	2021	arxiv 2104.02369
Signature-Graph Networks	Ali Hamdi, Flora Salim, Du Yong Kim	2021	arxiv 2110.11551

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