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Papers for “image classification”

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

TitleAuthorsYearSource
Are the High-weight Neurons the Important Ones in Image Classification Neural Networks?Qitao Chen, Dongfu Yin, F. Richard Yu2026arxiv 2607.25529
A New Cervical Cytology Dataset for Nucleus Detection and Image Classification (Cervix93) and Methods for Cervical Nucleus DetectionHady Ahmady Phoulady, Peter R. Mouton2018arxiv 1811.09651
Semantic Interleaving Global Channel Attention for Multilabel Remote Sensing Image ClassificationYongkun Liu, Kesong Ni, Yuhan Zhang2022arxiv 2208.02613
A Comprehensive Study on Robustness of Image Classification Models: Benchmarking and RethinkingChang Liu, Yinpeng Dong, Wenzhao Xiang2023arxiv 2302.14301
Siberian radioheliograph image classification using ensemble of CLIP, EfficientNet and CatBoost modelsYaroslav Egorov2025arxiv 2507.04211
A Novel Riemannian Sparse Representation Learning Network for Polarimetric SAR Image ClassificationJunfei Shi, Mengmeng Nie, Weisi Lin2025arxiv 2502.15302
A Rotation Meanout Network with Invariance for Dermoscopy Image Classification and RetrievalYilan Zhang, Fengying Xie, Xuedong Song2022arxiv 2208.00627
A Comprehensive Study of Image Classification Model Sensitivity to Foregrounds, Backgrounds, and Visual AttributesMazda Moayeri, Phillip Pope, Yogesh Balaji2022arxiv 2201.10766
Analysis of Hyperparameter Optimization Effects on Lightweight Deep Models for Real-Time Image ClassificationVineet Kumar Rakesh, Soumya Mazumdar, Tapas Samanta2025arxiv 2507.23315
More for Less: Compact Convolutional Transformers Enable Robust Medical Image Classification with Limited DataAndrew Kean Gao2023arxiv 2307.00213
Boosting the Generalization Ability for Hyperspectral Image Classification using Spectral-spatial Axial Aggregation TransformerEnzhe Zhao, Zhichang Guo, Shengzhu Shi2023arxiv 2306.16759
Communication-Efficient Federated Learning Based on Explanation-Guided Pruning for Remote Sensing Image ClassificationJonas Klotz, Bar\iş Büyüktaş, Begüm Demir2025arxiv 2501.11493
Towards Fair Pay and Equal Work: Imposing View Time Limits in Crowdsourced Image ClassificationGordon Lim, Stefan Larson, Yu Huang2024arxiv 2412.00260
Investigation of Federated Learning Algorithms for Retinal Optical Coherence Tomography Image Classification with Statistical HeterogeneitySanskar Amgain, Prashant Shrestha, Sophia Bano2024arxiv 2402.10035
Leveraging Semi-Supervised Learning to Enhance Data Mining for Image Classification under Limited Labeled DataAoran Shen, Minghao Dai, Jiacheng Hu2024arxiv 2411.18622
GAFR-Net: A Graph Attention and Fuzzy-Rule Network for Interpretable Breast Cancer Image ClassificationLin-Guo Gao, Suxing Liu2026arxiv 2602.09318
Visual-TCAV: Concept-based Attribution and Saliency Maps for Post-hoc Explainability in Image ClassificationAntonio De Santis, Riccardo Campi, Matteo Bianchi2024arxiv 2411.05698
Investigating Calibration and Corruption Robustness of Post-hoc Pruned Perception CNNs: An Image Classification Benchmark StudyPallavi Mitra, Gesina Schwalbe, Nadja Klein2024arxiv 2405.20876
T-ADAF: Adaptive Data Augmentation Framework for Image Classification Network based on Tensor T-product OperatorFeiyang Han, Yun Miao, Zhaoyi Sun2023arxiv 2306.04240
Multi-label Image Classification using Adaptive Graph Convolutional Networks: from a Single Domain to Multiple DomainsIndel Pal Singh, Enjie Ghorbel, Oyebade Oyedotun2023arxiv 2301.04494