Research

Papers for “image classification”

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

Title	Authors	Year	Source
MedicalRec: Medical recommender system for image classification without retraining	Roghayeh Taghavi, Aysa Hasanazde Bashkandi, Amir Ali Bengari	2026	arxiv 2606.07553
Multi-scale Dynamic Graph Convolutional Network for Hyperspectral Image Classification	Sheng Wan, Chen Gong, Ping Zhong	2019	arxiv 1905.06133
DocVCE: Diffusion-based Visual Counterfactual Explanations for Document Image Classification	Saifullah Saifullah, Stefan Agne, Andreas Dengel	2025	arxiv 2508.04233
Enhancing Image Classification with Augmentation: Data Augmentation Techniques for Improved Image Classification	Saorj Kumar, Prince Asiamah, Oluwatoyin Jolaoso	2025	arxiv 2502.18691
Understanding Robustness of Transformers for Image Classification	Srinadh Bhojanapalli, Ayan Chakrabarti, Daniel Glasner	2021	arxiv 2103.14586
Self-supervised Learning for Sonar Image Classification	Alan Preciado-Grijalva, Bilal Wehbe, Miguel Bande Firvida	2022	arxiv 2204.09323
Associative Alignment for Few-shot Image Classification	Arman Afrasiyabi, Jean-François Lalonde, Christian Gagné	2019	arxiv 1912.05094
Label Embedded Dictionary Learning for Image Classification	Shuai Shao, Yan-Jiang Wang, Bao-Di Liu	2019	arxiv 1903.03087
Imbalanced Image Classification with Complement Cross Entropy	Yechan Kim, Younkwan Lee, Moongu Jeon	2020	arxiv 2009.02189
Multi-layered tensor networks for image classification	Raghavendra Selvan, Silas \Orting, Erik B Dam	2020	arxiv 2011.06982
Cosine-Normalized Attention for Hyperspectral Image Classification	Muhammad Ahmad, Manuel Mazzara	2026	arxiv 2604.01763
Dual-View Pyramid Pooling in Deep Neural Networks for Improved Medical Image Classification and Confidence Calibration	Xiaoqing Zhang, Qiushi Nie, Zunjie Xiao	2024	arxiv 2408.02906
Monitoring the calibration of probability forecasts with an application to concept drift detection involving image classification	Christopher T. Franck, Anne R. Driscoll, Zoe Szajnfarber	2025	arxiv 2510.25573
Overhead-MNIST: Machine Learning Baselines for Image Classification	Erik Larsen, David Noever, Korey MacVittie	2021	arxiv 2107.00436
ResFeats: Residual Network Based Features for Image Classification	Ammar Mahmood, Mohammed Bennamoun, Senjian An	2016	arxiv 1611.06656
Histopathology Image Classification using Deep Manifold Contrastive Learning	Jing Wei Tan, Won-Ki Jeong	2023	arxiv 2306.14459
Sequencer: Deep LSTM for Image Classification	Yuki Tatsunami, Masato Taki	2022	arxiv 2205.01972
Nonuniform Defocus Removal for Image Classification	Nguyen Hieu Thao, Oleg Soloviev, Jacques Noom	2021	arxiv 2106.13864
Collaboratively Weighting Deep and Classic Representation via L2 Regularization for Image Classification	Shaoning Zeng, Bob Zhang, Yanghao Zhang	2018	arxiv 1802.07589
Neuroplastic Modular Framework: Cross-Domain Image Classification of Garbage and Industrial Surfaces	Debojyoti Ghosh, Soumya K Ghosh, Adrijit Goswami	2025	arxiv 2510.05071

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