Research

Papers for “image classification”

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

Title	Authors	Year	Source
Right for the Right Reason: Making Image Classification Robust	Anna Nguyen, Adrian Oberföll, Michael Färber	2020	arxiv 2007.11924
A Strong Inductive Bias: Gzip for binary image classification	Marco Scilipoti, Marina Fuster, Rodrigo Ramele	2024	arxiv 2401.07392
A$_3$B$_2$: Adaptive Asymmetric Adapter for Alleviating Branch Bias in Vision-Language Image Classification with Few-Shot Learning	Yiyun Zhou, Zhonghua Jiang, Wenkang Han	2026	arxiv 2605.13161
Picking Up Quantization Steps for Compressed Image Classification	Li Ma, Peixi Peng, Guangyao Chen	2023	arxiv 2304.10714
Visual Tree Convolutional Neural Network in Image Classification	Yuntao Liu, Yong Dou, Ruochun Jin	2019	arxiv 1906.01536
Subspace Representation Learning for Few-shot Image Classification	Ting-Yao Hu, Zhi-Qi Cheng, Alexander G. Hauptmann	2021	arxiv 2105.00379
PHG-Net: Persistent Homology Guided Medical Image Classification	Yaopeng Peng, Hongxiao Wang, Milan Sonka	2023	arxiv 2311.17243
CUNet: A Compact Unsupervised Network for Image Classification	Le Dong, Ling He, Gaipeng Kong	2016	arxiv 1607.01577
Harnessing Quantum Extreme Learning Machines for image classification	A. De Lorenzis, M. P. Casado, M. P. Estarellas	2024	arxiv 2409.00998
Advancing Image Classification with Discrete Diffusion Classification Modeling	Omer Belhasin, Shelly Golan, Ran El-Yaniv	2025	arxiv 2511.20263
Interpretable Vision Transformers in Image Classification via SVDA	Vasileios Arampatzakis, George Pavlidis, Nikolaos Mitianoudis	2026	arxiv 2602.10994
ToolFG: Towards Well-Grounded Fine-Grained Image Classification	Yu Xue, Haoxuan Qu, Zhuoling Li	2026	arxiv 2606.02518
Complementing Representation Deficiency in Few-shot Image Classification: A Meta-Learning Approach	Xian Zhong, Cheng Gu, Wenxin Huang	2020	arxiv 2007.10778
ViP: Virtual Pooling for Accelerating CNN-based Image Classification and Object Detection	Zhuo Chen, Jiyuan Zhang, Ruizhou Ding	2019	arxiv 1906.07912
Expert Kernel Generation Network Driven by Contextual Mapping for Hyperspectral Image Classification	Guandong Li, Mengxia Ye	2025	arxiv 2504.13045
Federated Learning Across Decentralized and Unshared Archives for Remote Sensing Image Classification	Bar\iş Büyüktaş, Gencer Sumbul, Begüm Demir	2023	arxiv 2311.06141
Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning	Shengjie Liu, Qian Shi, Liangpei Zhang	2020	arxiv 2009.03508
Image Classification using Fuzzy Pooling in Convolutional Kolmogorov-Arnold Networks	Ayan Igali, Pakizar Shamoi	2024	arxiv 2407.16268
Fourier Transform Approximation as an Auxiliary Task for Image Classification	Chen Liu	2021	arxiv 2106.11478
Cross-View-Prediction: Exploring Contrastive Feature for Hyperspectral Image Classification	Anyu Zhang, Haotian Wu, Zeyu Cao	2022	arxiv 2203.07000

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