Research

Papers for “image classification”

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

Title	Authors	Year	Source
Collage Inference: Using Coded Redundancy for Low Variance Distributed Image Classification	Krishna Giri Narra, Zhifeng Lin, Ganesh Ananthanarayanan	2019	arxiv 1904.12222
PrototypeFormer: Learning to Explore Prototype Relationships for Few-shot Image Classification	Meijuan Su, Feihong He, Fanzhang Li	2023	arxiv 2310.03517
3D Wavelet Convolutions with Extended Receptive Fields for Hyperspectral Image Classification	Guandong Li, Mengxia Ye	2025	arxiv 2504.10795
Experimental Analysis of Neural Network-Based Image Classification on the CIFAR-10 Dataset	Necati Kagan Erkek, Emre Balci, Berkin Halay	2026	arxiv 2606.18565
Monte-Carlo Sampling applied to Multiple Instance Learning for Histological Image Classification	Marc Combalia, Veronica Vilaplana	2018	arxiv 1812.11560
Is Pretraining Necessary for Hyperspectral Image Classification?	Hyungtae Lee, Sungmin Eum, Heesung Kwon	2019	arxiv 1901.08658
Pyramid Hierarchical Transformer for Hyperspectral Image Classification	Muhammad Ahmad, Muhammad Hassaan Farooq Butt, Manuel Mazzara	2024	arxiv 2404.14945
Maxmin convolutional neural networks for image classification	Michael Blot, Matthieu Cord, Nicolas Thome	2016	arxiv 1610.07882
KGTN-ens: Few-Shot Image Classification with Knowledge Graph Ensembles	Dominik Filipiak, Anna Fensel, Agata Filipowska	2022	arxiv 2211.03199
Investigating and Explaining the Frequency Bias in Image Classification	Zhiyu Lin, Yifei Gao, Jitao Sang	2022	arxiv 2205.03154
Predicting Stock Price Movement as an Image Classification Problem	Matej Steinbacher	2023	arxiv 2303.01111
Resolution-Invariant Image Classification based on Fourier Neural Operators	Samira Kabri, Tim Roith, Daniel Tenbrinck	2023	arxiv 2304.01227
Information-theoretical label embeddings for large-scale image classification	François Chollet	2016	arxiv 1607.05691
Unsupervised Image Classification Through Time-Multiplexed Photonic Multi-Layer Spiking Convolutional Neural Network	Menelaos Skontranis, George Sarantoglou, Stavros Deligiannidis	2020	arxiv 2009.08309
Continual Contrastive Learning for Image Classification	Zhiwei Lin, Yongtao Wang, Hongxiang Lin	2021	arxiv 2107.01776
Between-class Learning for Image Classification	Yuji Tokozume, Yoshitaka Ushiku, Tatsuya Harada	2017	arxiv 1711.10284
Improved Image Classification with Token Fusion	Keong Hun Choi, Jin Woo Kim, Yao Wang	2022	arxiv 2208.09183
RSI-CB: A Large Scale Remote Sensing Image Classification Benchmark via Crowdsource Data	Haifeng Li, Xin Dou, Chao Tao	2017	arxiv 1705.10450
Application of Quantum Pre-Processing Filter for Binary Image Classification with Small Samples	Farina Riaz, Shahab Abdulla, Hajime Suzuki	2023	arxiv 2308.14930
CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification	Chun-Fu Chen, Quanfu Fan, Rameswar Panda	2021	arxiv 2103.14899

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