Research

Papers for “image classification”

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

Title	Authors	Year	Source
Are Natural Domain Foundation Models Useful for Medical Image Classification?	Joana Palés Huix, Adithya Raju Ganeshan, Johan Fredin Haslum	2023	arxiv 2310.19522
Sensitivity analysis of image classification models using generalized polynomial chaos	Lukas Bahr, Lucas Po\ssner, Konstantin Weise	2025	arxiv 2506.18751
Active Deep Densely Connected Convolutional Network for Hyperspectral Image Classification	Bing Liu, Anzhu Yu, Pengqiang Zhang	2020	arxiv 2009.00320
Trading via Image Classification	Naftali Cohen, Tucker Balch, Manuela Veloso	2019	arxiv 1907.10046
I2MVFormer: Large Language Model Generated Multi-View Document Supervision for Zero-Shot Image Classification	Muhammad Ferjad Naeem, Muhammad Gul Zain Ali Khan, Yongqin Xian	2022	arxiv 2212.02291
D3G: Diverse Demographic Data Generation Increases Zero-Shot Image Classification Accuracy within Multimodal Models	Javon Hickmon	2025	arxiv 2512.15747
Correlated Logistic Model With Elastic Net Regularization for Multilabel Image Classification	Qiang Li, Bo Xie, Jane You	2019	arxiv 1904.08098
Task-Prior Conditional Variational Auto-Encoder for Few-Shot Image Classification	Zaiyun Yang	2022	arxiv 2205.15014
Information-theoretic Dictionary Learning for Image Classification	Qiang Qiu, Vishal M. Patel, Rama Chellappa	2012	arxiv 1208.3687
Deep Neural Network Compression for Image Classification and Object Detection	Georgios Tzelepis, Ahraz Asif, Saimir Baci	2019	arxiv 1910.02747
Multi-Scale Dense Networks for Resource Efficient Image Classification	Gao Huang, Danlu Chen, Tianhong Li	2017	arxiv 1703.09844
Saccade Mechanisms for Image Classification, Object Detection and Tracking	Saurabh Farkya, Zachary Daniels, Aswin Nadamuni Raghavan	2022	arxiv 2206.05102
A Capsule Network for Hierarchical Multi-Label Image Classification	Khondaker Tasrif Noor, Antonio Robles-Kelly, Brano Kusy	2022	arxiv 2209.05723
Fidelity Estimation Improves Noisy-Image Classification With Pretrained Networks	Xiaoyu Lin, Deblina Bhattacharjee, Majed El Helou	2021	arxiv 2106.00673
Underwater SONAR Image Classification and Analysis using LIME-based Explainable Artificial Intelligence	Purushothaman Natarajan, Athira Nambiar	2024	arxiv 2408.12837
SpectralFormer: Rethinking Hyperspectral Image Classification with Transformers	Danfeng Hong, Zhu Han, Jing Yao	2021	arxiv 2107.02988
Deep Convolutional Decision Jungle for Image Classification	Seungryul Baek, Kwang In Kim, Tae-Kyun Kim	2017	arxiv 1706.02003
Compound Batch Normalization for Long-tailed Image Classification	Lechao Cheng, Chaowei Fang, Dingwen Zhang	2022	arxiv 2212.01007
Evolving Deep Convolutional Neural Networks for Image Classification	Yanan Sun, Bing Xue, Mengjie Zhang	2017	arxiv 1710.10741
Unsupervised Part Mining for Fine-grained Image Classification	Runsheng Zhang, jian zhang, Yaping Huang	2019	arxiv 1902.09941

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