Research

Papers for “image classification”

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

Title	Authors	Year	Source
Online Normalization for Training Neural Networks	Vitaliy Chiley, Ilya Sharapov, Atli Kosson	2019	arxiv 1905.05894
Benchmarking Adversarial Robustness	Yinpeng Dong, Qi-An Fu, Xiao Yang	2019	arxiv 1912.11852
AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty	Dan Hendrycks, Norman Mu, Ekin D. Cubuk	2019	arxiv 1912.02781
Moving Window Regression: A Novel Approach to Ordinal Regression	Nyeong-Ho Shin, Seon-Ho Lee, Chang-Su Kim	2022	arxiv 2203.13122
X-ViT: High Performance Linear Vision Transformer without Softmax	Jeonggeun Song, Heung-Chang Lee	2022	arxiv 2205.13805
8-bit Numerical Formats for Deep Neural Networks	Badreddine Noune, Philip Jones, Daniel Justus	2022	arxiv 2206.02915
Texture features in medical image analysis: a survey	Faeze Kiani	2022	arxiv 2208.02046
An Access Control Method with Secret Key for Semantic Segmentation Models	Teru Nagamori, Ryota Iijima, Hitoshi Kiya	2022	arxiv 2208.13135
Non-convex non-local flows for saliency detection	Iván Ramírez, Gonzalo Galiano, Emanuele Schiavi	2018	arxiv 1805.09408
Deep Learning for Active Region Classification: A Systematic Study from Convolutional Neural Networks to Vision Transformers	Edoardo Legnaro, Sabrina Guastavino, Michele Piana	2024	arxiv 2410.17816
Activation by Interval-wise Dropout: A Simple Way to Prevent Neural Networks from Plasticity Loss	Sangyeon Park, Isaac Han, Seungwon Oh	2025	arxiv 2502.01342
Smart Eyes for Silent Threats: VLMs and In-Context Learning for THz Imaging	Nicolas Poggi, Shashank Agnihotri, Margret Keuper	2025	arxiv 2507.15576
MedSymmFlow: Bridging Generative Modeling and Classification in Medical Imaging through Symmetrical Flow Matching	Francisco Caetano, Lemar Abdi, Christiaan Viviers	2025	arxiv 2507.19098
Histogram Layers for Neural Engineered Features	Joshua Peeples, Salim Al Kharsa, Luke Saleh	2024	arxiv 2403.17176
ResLink: A Novel Deep Learning Architecture for Brain Tumor Classification with Area Attention and Residual Connections	Sumedha Arya, Nirmal Gaud	2025	arxiv 2508.17259
SAIF: Sparse Adversarial and Imperceptible Attack Framework	Tooba Imtiaz, Morgan Kohler, Jared Miller	2022	arxiv 2212.07495
Queuing dynamics of asynchronous Federated Learning	Louis Leconte, Matthieu Jonckheere, Sergey Samsonov	2024	arxiv 2405.00017
Explainable AI (XAI) in Image Segmentation in Medicine, Industry, and Beyond: A Survey	Rokas Gipiškis, Chun-Wei Tsai, Olga Kurasova	2024	arxiv 2405.01636
Smooth Deep Saliency	Rudolf Herdt, Maximilian Schmidt, Daniel Otero Baguer	2024	arxiv 2404.02282
UniUSNet: A Promptable Framework for Universal Ultrasound Disease Prediction and Tissue Segmentation	Zehui Lin, Zhuoneng Zhang, Xindi Hu	2024	arxiv 2406.01154

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