Research

Papers for “image classification”

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

Title	Authors	Year	Source
Focused Active Learning for Histopathological Image Classification	Arne Schmidt, Pablo Morales-Álvarez, Lee A.D. Cooper	2024	arxiv 2404.04663
Next Generation Loss Function for Image Classification	Shakhnaz Akhmedova, Nils Körber	2024	arxiv 2404.12948
Multimodal Hyperspectral Image Classification via Interconnected Fusion	Lu Huo, Jiahao Xia, Leijie Zhang	2023	arxiv 2304.00495
Diffusion Models Beat GANs on Image Classification	Soumik Mukhopadhyay, Matthew Gwilliam, Vatsal Agarwal	2023	arxiv 2307.08702
Robustness Stress Testing in Medical Image Classification	Mobarakol Islam, Zeju Li, Ben Glocker	2023	arxiv 2308.06889
JigsawHSI: a network for Hyperspectral Image classification	Jaime Moraga	2022	arxiv 2206.02327
A Baseline for Few-Shot Image Classification	Guneet S. Dhillon, Pratik Chaudhari, Avinash Ravichandran	2019	arxiv 1909.02729
Deep Multimodal Guidance for Medical Image Classification	Mayur Mallya, Ghassan Hamarneh	2022	arxiv 2203.05683
Studying inductive biases in image classification task	Nana Arizumi	2022	arxiv 2210.17141
Contrastive Knowledge Amalgamation for Unsupervised Image Classification	Shangde Gao, Yichao Fu, Ke Liu	2023	arxiv 2307.14781
Developmental Pretraining (DPT) for Image Classification Networks	Niranjan Rajesh, Debayan Gupta	2023	arxiv 2312.00304
BCN: Batch Channel Normalization for Image Classification	Afifa Khaled, Chao Li, Jia Ning	2023	arxiv 2312.00596
Quantile Representation for Indirect Immunofluorescence Image Classification	David M. J. Tax, Veronika Cheplygina, Marco Loog	2014	arxiv 1402.1371
Fast Image Classification by Boosting Fuzzy Classifiers	Marcin Korytkowski, Leszek Rutkowski, Rafa\l Scherer	2016	arxiv 1610.01068
Structured Analysis Dictionary Learning for Image Classification	Wen Tang, Ashkan Panahi, Hamid Krim	2018	arxiv 1805.00597
RGB Image Classification with Quantum Convolutional Ansaetze	Yu Jing, Xiaogang Li, Yang Yang	2021	arxiv 2107.11099
End-to-end analysis using image classification	Adam Aurisano, Leigh H. Whitehead	2022	arxiv 2208.03285
Satellite image classification with neural quantum kernels	Pablo Rodriguez-Grasa, Robert Farzan-Rodriguez, Gabriele Novelli	2024	arxiv 2409.20356
Explainability-aided Domain Generalization for Image Classification	Robin M. Schmidt	2021	arxiv 2104.01742
Mini-batch graphs for robust image classification	Arnab Kumar Mondal, Vineet Jain, Kaleem Siddiqi	2021	arxiv 2105.03237

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