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Papers for “image classification”

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

TitleAuthorsYearSource
Lightweight Adaptive Feature De-drifting for Compressed Image ClassificationLong Peng, Yang Cao, Yuejin Sun2024arxiv 2401.01724
Feature Engineering is Not Dead: Reviving Classical Machine Learning with Entropy, HOG, and LBP Feature Fusion for Image ClassificationAbhijit Sen, Giridas Maiti, Bikram K. Parida2025arxiv 2507.13772
Topology-aware Differential Privacy for Decentralized Image ClassificationShangwei Guo, Tianwei Zhang, Guowen Xu2020arxiv 2006.07817
Occlusions for Effective Data Augmentation in Image ClassificationRuth Fong, Andrea Vedaldi2019arxiv 1910.10651
Multi-column Deep Neural Networks for Image ClassificationDan Cireşan, Ueli Meier, Juergen Schmidhuber2012arxiv 1202.2745
Monogenic Wavelet Scattering Network for Texture Image ClassificationWai Ho Chak, Naoki Saito2022arxiv 2202.12491
Image classification using local tensor singular value decompositionsElizabeth Newman, Misha Kilmer, Lior Horesh2017arxiv 1706.09693
Image Classification with Rotation-Invariant Variational Quantum CircuitsPaul San Sebastian, Mikel Cañizo, Román Orús2024arxiv 2403.15031
Remote Sensing Image Classification with Decoupled Knowledge DistillationYaping He, Jianfeng Cai, Qicong Hu2025arxiv 2505.19111
Pitfalls of Conformal Predictions for Medical Image ClassificationHendrik Mehrtens, Tabea Bucher, Titus J. Brinker2025arxiv 2506.18162
Leveraging feature communication in federated learning for remote sensing image classificationAnh-Kiet Duong, Hoàng-Ân Lê, Minh-Tan Pham2024arxiv 2403.13575
EffCNet: An Efficient CondenseNet for Image Classification on NXP BlueBoxPriyank Kalgaonkar, Mohamed El-Sharkawy2021arxiv 2111.14243
Evaluation of Confidence-based Ensembling in Deep Learning Image ClassificationRafael Rosales, Peter Popov, Michael Paulitsch2023arxiv 2303.03185
Embedding Radiomics into Vision Transformers for Multimodal Medical Image ClassificationZhenyu Yang, Haiming Zhu, Rihui Zhang2025arxiv 2504.10916
Sensitive Image Classification by Vision TransformersHanxian He, Campbell Wilson, Thanh Thi Nguyen2024arxiv 2412.16446
Image Classification on IBM Quantum ComputersJunghoon Justin Park, Jiook Cha, Jun-gyeong Park2026arxiv 2607.17705
Adversarial Machine Learning in Image Classification: A Survey Towards the Defender's PerspectiveGabriel Resende Machado, Eugênio Silva, Ronaldo Ribeiro Goldschmidt2020arxiv 2009.03728
Introduction to the Bag of Features Paradigm for Image Classification and RetrievalStephen O'Hara, Bruce A. Draper2011arxiv 1101.3354
PatchAlign:Fair and Accurate Skin Disease Image Classification by Alignment with Clinical LabelsAayushman, Hemanth Gaddey, Vidhi Mittal2024arxiv 2409.04975
Improving Medical Image Classification in Noisy Labels Using Only Self-supervised PretrainingBidur Khanal, Binod Bhattarai, Bishesh Khanal2023arxiv 2308.04551