SOTA2 Research · papers

Papers for “image classification”

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

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20 indexed

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