Research

Papers for “image classification”

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

Title	Authors	Year	Source
Deep reinforcement learning-based image classification achieves perfect testing set accuracy for MRI brain tumors with a training set of only 30 images	Joseph Stember, Hrithwik Shalu	2021	arxiv 2102.02895
Disentangled Feature Representation for Few-shot Image Classification	Hao Cheng, Yufei Wang, Haoliang Li	2021	arxiv 2109.12548
FTCFormer: Fuzzy Token Clustering Transformer for Image Classification	Muyi Bao, Changyu Zeng, Yifan Wang	2025	arxiv 2507.10283
Local Naive Bayes Nearest Neighbor for Image Classification	Sancho McCann, David G. Lowe	2011	arxiv 1112.0059
CC-Loss: Channel Correlation Loss For Image Classification	Zeyu Song, Dongliang Chang, Zhanyu Ma	2020	arxiv 2010.05469
Self-Supervised Learning For Few-Shot Image Classification	Da Chen, Yuefeng Chen, Yuhong Li	2019	arxiv 1911.06045
SPECIAL: Zero-shot Hyperspectral Image Classification With CLIP	Li Pang, Jing Yao, Kaiyu Li	2025	arxiv 2501.16222
Benchmarking and scaling of deep learning models for land cover image classification	Ioannis Papoutsis, Nikolaos-Ioannis Bountos, Angelos Zavras	2021	arxiv 2111.09451
An approach based on class activation maps for investigating the effects of data augmentation on neural networks for image classification	Lucas M. Dorneles, Luan Fonseca Garcia, Joel Luís Carbonera	2025	arxiv 2505.12581
Image Classification via Random Dilated Convolution with Multi-Branch Feature Extraction and Context Excitation	Wentao Jiang, Yuanchan Xu, Heng Yuan	2026	arxiv 2604.25188
Impact of Attention on Adversarial Robustness of Image Classification Models	Prachi Agrawal, Narinder Singh Punn, Sanjay Kumar Sonbhadra	2021	arxiv 2109.00936
Compressive spectral image classification using 3D coded convolutional neural network	Hao Zhang, Xu Ma, Xianhong Zhao	2020	arxiv 2009.11948
Hyperspectral Image Classification: Artifacts of Dimension Reduction on Hybrid CNN	Muhammad Ahmad, Sidrah Shabbir, Rana Aamir Raza	2021	arxiv 2101.10532
BUZz: BUffer Zones for defending adversarial examples in image classification	Kaleel Mahmood, Phuong Ha Nguyen, Lam M. Nguyen	2019	arxiv 1910.02785
Concurrent Neural Tree and Data Preprocessing AutoML for Image Classification	Anish Thite, Mohan Dodda, Pulak Agarwal	2022	arxiv 2205.13033
Evolving parametrized Loss for Image Classification Learning on Small Datasets	Zhaoyang Hai, Xiabi Liu	2021	arxiv 2103.08249
Forward-Forward Algorithm for Hyperspectral Image Classification: A Preliminary Study	Sidike Paheding, Abel A. Reyes-Angulo	2023	arxiv 2307.00231
HydraMix: Multi-Image Feature Mixing for Small Data Image Classification	Christoph Reinders, Frederik Schubert, Bodo Rosenhahn	2025	arxiv 2501.09504
Analyzing Vision Transformers for Image Classification in Class Embedding Space	Martina G. Vilas, Timothy Schaumlöffel, Gemma Roig	2023	arxiv 2310.18969
Affine-Transformation-Invariant Image Classification by Differentiable Arithmetic Distribution Module	Zijie Tan, Guanfang Dong, Chenqiu Zhao	2023	arxiv 2309.00752

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