Research

Papers for “image classification”

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

Title	Authors	Year	Source
Large Scale Transfer Learning for Differentially Private Image Classification	Harsh Mehta, Abhradeep Thakurta, Alexey Kurakin	2022	arxiv 2205.02973
Self Supervised Learning for Few Shot Hyperspectral Image Classification	Nassim Ait Ali Braham, Lichao Mou, Jocelyn Chanussot	2022	arxiv 2206.12117
Proper Reuse of Image Classification Features Improves Object Detection	Cristina Vasconcelos, Vighnesh Birodkar, Vincent Dumoulin	2022	arxiv 2204.00484
Supernet Training for Federated Image Classification under System Heterogeneity	Taehyeon Kim, Se-Young Yun	2022	arxiv 2206.01366
LKA: Large Kernel Adapter for Enhanced Medical Image Classification	Ziquan Zhu, Si-Yuan Lu, Tianjin Huang	2025	arxiv 2506.19118
SIC: Similarity-Based Interpretable Image Classification with Neural Networks	Tom Nuno Wolf, Emre Kavak, Fabian Bongratz	2025	arxiv 2501.17328
Feature-Enhanced TResNet for Fine-Grained Food Image Classification	Lulu Liu, Zhiyong Xiao	2025	arxiv 2507.12828
Large Language Models Facilitate Vision Reflection in Image Classification	Guoyuan An, JaeYoon Kim, SungEui Yoon	2025	arxiv 2508.06525
CWSSNet: Hyperspectral Image Classification Enhanced by Wavelet Domain Convolution	Yulin Tong, Fengzong Zhang, Haiqin Cheng	2025	arxiv 2509.09163
Large-Scale Evaluation of Open-Set Image Classification Techniques	Halil Bisgin, Andres Palechor, Mike Suter	2024	arxiv 2406.09112
Image Classification for Snow Detection to Improve Pedestrian Safety	Ricardo de Deijn, Rajeev Bukralia	2024	arxiv 2407.00818
Generatively Augmented Neural Network Watchdog for Image Classification Networks	Justin M. Bui, Glauco A. Amigo, Robert J. Marks II	2021	arxiv 2109.06168
Hybrid Supervision Learning for Pathology Whole Slide Image Classification	Jiahui Li, Wen Chen, Xiaodi Huang	2021	arxiv 2107.00934
Virus-MNIST: Machine Learning Baseline Calculations for Image Classification	Erik Larsen, Korey MacVittie, John Lilly	2021	arxiv 2111.02375
Exploring Category-correlated Feature for Few-shot Image Classification	Jing Xu, Xinglin Pan, Xu Luo	2021	arxiv 2112.07224
Histopathological Image Classification and Vulnerability Analysis using Federated Learning	Sankalp Vyas, Amar Nath Patra, Raj Mani Shukla	2023	arxiv 2310.07380
Visual-Semantic Contrastive Alignment for Few-Shot Image Classification	Mohamed Afham, Ranga Rodrigo	2022	arxiv 2210.11000
Active Multi-Kernel Domain Adaptation for Hyperspectral Image Classification	Cheng Deng, Xianglong Liu, Chao Li	2019	arxiv 1904.05200
Neural Networks for Fashion Image Classification and Visual Search	Fengzi Li, Shashi Kant, Shunichi Araki	2020	arxiv 2005.08170
What's in my closet?: Image classification using fuzzy logic	Amina E. Hussein	2017	arxiv 1712.01970

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