Research

Papers for “image classification”

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

Title	Authors	Year	Source
Flatten: Video Action Recognition is an Image Classification task	Junlin Chen, Chengcheng Xu, Yangfan Xu	2024	arxiv 2408.09220
Exposing and Mitigating Calibration Biases and Demographic Unfairness in MLLM Few-Shot In-Context Learning for Medical Image Classification	Xing Shen, Justin Szeto, Mingyang Li	2025	arxiv 2506.23298
PARIC: Probabilistic Attention Regularization for Language Guided Image Classification from Pre-trained Vison Language Models	Mayank Nautiyal, Stela Arranz Gheorghe, Kristiana Stefa	2025	arxiv 2503.11360
Deep Learning Hyperspectral Image Classification Using Multiple Class-based Denoising Autoencoders, Mixed Pixel Training Augmentation, and Morphological Operations	John E. Ball, Pan Wei	2018	arxiv 1807.10574
OpenPath: Open-Set Active Learning for Pathology Image Classification via Pre-trained Vision-Language Models	Lanfeng Zhong, Xin Liao, Shichuan Zhang	2025	arxiv 2506.15318
Combined Use of Federated Learning and Image Encryption for Privacy-Preserving Image Classification with Vision Transformer	Teru Nagamori, Hitoshi Kiya	2023	arxiv 2301.09255
Resolution-Based Distillation for Efficient Histology Image Classification	Joseph DiPalma, Arief A. Suriawinata, Laura J. Tafe	2021	arxiv 2101.04170
Enhancing Few-shot Image Classification with Cosine Transformer	Quang-Huy Nguyen, Cuong Q. Nguyen, Dung D. Le	2022	arxiv 2211.06828
Performance comparison of medical image classification systems using TensorFlow Keras, PyTorch, and JAX	Merjem Bećirović, Amina Kurtović, Nordin Smajlović	2025	arxiv 2507.14587
Semantic Meta-Split Learning: A TinyML Scheme for Few-Shot Wireless Image Classification	Eslam Eldeeb, Mohammad Shehab, Hirley Alves	2024	arxiv 2409.12978
The Hilbert transform of horizontal gaze position during natural image classification by saccades	Roberts Paeglis, Ivars Lacis, Anda Podniece	2006	arxiv q-bio/0610010
Covariance Descriptors Meet General Vision Encoders: Riemannian Deep Learning for Medical Image Classification	Josef Mayr, Anna Reithmeir, Maxime Di Folco	2025	arxiv 2511.04190
C-Net: A Reliable Convolutional Neural Network for Biomedical Image Classification	Hosein Barzekar, Zeyun Yu	2020	arxiv 2011.00081
Large Margin Multi-modal Multi-task Feature Extraction for Image Classification	Yong Luo, Yonggang Wen, Dacheng Tao	2019	arxiv 1904.04088
Mixture separability loss in a deep convolutional network for image classification	Trung Dung Do, Cheng-Bin Jin, Hakil Kim	2019	arxiv 1906.06633
Improving High Resolution Histology Image Classification with Deep Spatial Fusion Network	Yongxiang Huang, Albert Chi-shing Chung	2018	arxiv 1807.10552
Breast Cancer Histopathology Image Classification and Localization using Multiple Instance Learning	Abhijeet Patil, Dipesh Tamboli, Swati Meena	2020	arxiv 2003.00823
Visual Transformers with Primal Object Queries for Multi-Label Image Classification	Vacit Oguz Yazici, Joost van de Weijer, Longlong Yu	2021	arxiv 2112.05485
No Labels Needed: Zero-Shot Image Classification with Collaborative Self-Learning	Matheus Vinícius Todescato, Joel Luís Carbonera	2025	arxiv 2509.18938
Aligning Human Knowledge with Visual Concepts Towards Explainable Medical Image Classification	Yunhe Gao, Difei Gu, Mu Zhou	2024	arxiv 2406.05596

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