Research

Papers for “image classification”

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

Title	Authors	Year	Source
Exploring the Sharpened Cosine Similarity	Skyler Wu, Fred Lu, Edward Raff	2023	arxiv 2307.13855
Enhanced Security with Encrypted Vision Transformer in Federated Learning	Rei Aso, Sayaka Shiota, Hitoshi Kiya	2023	arxiv 2308.00271
Unsupervised Segmentation of Colonoscopy Images	Heming Yao, Jérôme Lüscher, Benjamin Gutierrez Becker	2023	arxiv 2312.12599
Cached Transformers: Improving Transformers with Differentiable Memory Cache	Zhaoyang Zhang, Wenqi Shao, Yixiao Ge	2023	arxiv 2312.12742
Generalization Error Analysis of Neural networks with Gradient Based Regularization	Lingfeng Li, Xue-Cheng Tai, Jiang Yang	2021	arxiv 2107.02797
Sequentially Generated Instance-Dependent Image Representations for Classification	Gabriel Dulac-Arnold, Ludovic Denoyer, Nicolas Thome	2013	arxiv 1312.6594
Learning to Detect Blue-white Structures in Dermoscopy Images with Weak Supervision	Ali Madooei, Mark S. Drew, Hossein Hajimirsadeghi	2015	arxiv 1506.09179
Learning Wake-Sleep Recurrent Attention Models	Jimmy Ba, Roger Grosse, Ruslan Salakhutdinov	2015	arxiv 1509.06812
Top-k Multiclass SVM	Maksim Lapin, Matthias Hein, Bernt Schiele	2015	arxiv 1511.06683
Deep Learning with Eigenvalue Decay Regularizer	Oswaldo Ludwig	2016	arxiv 1604.06985
DeepFool: a simple and accurate method to fool deep neural networks	Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Pascal Frossard	2015	arxiv 1511.04599
Matrix Variate RBM Model with Gaussian Distributions	Simeng Liu, Yanfeng Sun, Yongli Hu	2016	arxiv 1609.06417
KeystoneML: Optimizing Pipelines for Large-Scale Advanced Analytics	Evan R. Sparks, Shivaram Venkataraman, Tomer Kaftan	2016	arxiv 1610.09451
Non-convex regularization in remote sensing	Devis Tuia, Remi Flamary, Michel Barlaud	2016	arxiv 1606.07289
Residual and Plain Convolutional Neural Networks for 3D Brain MRI Classification	Sergey Korolev, Amir Safiullin, Mikhail Belyaev	2017	arxiv 1701.06643
Random Forests and VGG-NET: An Algorithm for the ISIC 2017 Skin Lesion Classification Challenge	Songtao Guo, Yixin Luo, Yanzhi Song	2017	arxiv 1703.05148
Classification and Retrieval of Digital Pathology Scans: A New Dataset	Morteza Babaie, Shivam Kalra, Aditya Sriram	2017	arxiv 1705.07522
The Reversible Residual Network: Backpropagation Without Storing Activations	Aidan N. Gomez, Mengye Ren, Raquel Urtasun	2017	arxiv 1707.04585
The Pontryagin Maximum Principle for Training Convolutional Neural Networks	Sebastian Hofmann, Alfio Borzì	2025	arxiv 2504.11647
ImageNet MPEG-7 Visual Descriptors - Technical Report	Frédéric Rayar	2017	arxiv 1702.00187

Search results