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Papers for “image classification”

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

TitleAuthorsYearSource
Channel Importance Matters in Few-Shot Image ClassificationXu Luo, Jing Xu, Zenglin Xu2022arxiv 2206.08126
A Differentiable Distance Approximation for Fairer Image ClassificationNicholas Rosa, Tom Drummond, Mehrtash Harandi2022arxiv 2210.04369
Explainable Knowledge Distillation for Efficient Medical Image ClassificationAqib Nazir Mir, Danish Raza Rizvi2025arxiv 2508.15251
Image Classification for CSSVD Detection in Cacao PlantsAtuhurra Jesse, N'guessan Yves-Roland Douha, Pabitra Lenka2024arxiv 2405.04535
Ultra-low-power Image Classification on Neuromorphic HardwareGregor Lenz, Garrick Orchard, Sadique Sheik2023arxiv 2309.16795
Spectral Graph Reasoning Network for Hyperspectral Image ClassificationHuiling Wang2024arxiv 2407.02647
Data Augmentation for Image Classification using Generative AIFazle Rahat, M Shifat Hossain, Md Rubel Ahmed2024arxiv 2409.00547
Partner-Assisted Learning for Few-Shot Image ClassificationJiawei Ma, Hanchen Xie, Guangxing Han2021arxiv 2109.07607
Similarity-Based Clustering for Enhancing Image Classification ArchitecturesDishant Parikh2020arxiv 2011.04728
A Discriminative Channel Diversification Network for Image ClassificationKrushi Patel, Guanghui Wang2021arxiv 2112.05861
Do Superpixel Segmentation Methods Influence Deforestation Image Classification?Hugo Resende, Fabio A. Faria, Eduardo B. Neto2025arxiv 2510.04645
Sequential Random Network for Fine-grained Image ClassificationChaorong Li, Malu Zhang, Wei Huang2021arxiv 2103.07230
Knowledge Distillation with Feature Maps for Image ClassificationWei-Chun Chen, Chia-Che Chang, Chien-Yu Lu2018arxiv 1812.00660
BiasPruner: Debiased Continual Learning for Medical Image ClassificationNourhan Bayasi, Jamil Fayyad, Alceu Bissoto2024arxiv 2407.08609
Whole Slide Image Classification of Salivary Gland TumoursJohn Charlton, Ibrahim Alsanie, Syed Ali Khurram2024arxiv 2408.12275
Adversarial Robustness on Image Classification with $k$-meansRollin Omari, Junae Kim, Paul Montague2023arxiv 2312.09533
Randomized Principal Component Analysis for Hyperspectral Image ClassificationMustafa Ustuner2024arxiv 2403.09117
Benchmarking FedAvg and FedCurv for Image Classification TasksBruno Casella, Roberto Esposito, Carlo Cavazzoni2023arxiv 2303.17942
Hyperspectral Image Classification With Contrastive Graph Convolutional NetworkWentao Yu, Sheng Wan, Guangyu Li2022arxiv 2205.11237
Robust Self-Ensembling Network for Hyperspectral Image ClassificationYonghao Xu, Bo Du, Liangpei Zhang2021arxiv 2104.03765