Research

Papers for “image classification”

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

Title	Authors	Year	Source
gSwin: Gated MLP Vision Model with Hierarchical Structure of Shifted Window	Mocho Go, Hideyuki Tachibana	2022	arxiv 2208.11718
CCESAR: Coastline Classification-Extraction From SAR Images Using CNN-U-Net Combination	Vidhu Arora, Shreyan Gupta, Ananthakrishna Kudupu	2025	arxiv 2501.12384
Exploring Secure Machine Learning Through Payload Injection and FGSM Attacks on ResNet-50	Umesh Yadav, Suman Niroula, Gaurav Kumar Gupta	2025	arxiv 2501.02147
Learning Invariances in Neural Networks	Gregory Benton, Marc Finzi, Pavel Izmailov	2020	arxiv 2010.11882
Convolutional Neural Networks for Multispectral Image Cloud Masking	Gonzalo Mateo-García, Luis Gómez-Chova, Gustau Camps-Valls	2020	arxiv 2012.05325
Depth Uncertainty in Neural Networks	Javier Antorán, James Urquhart Allingham, José Miguel Hernández-Lobato	2020	arxiv 2006.08437
Towards Feature Space Adversarial Attack	Qiuling Xu, Guanhong Tao, Siyuan Cheng	2020	arxiv 2004.12385
Evaluating the Adversarial Robustness of Adaptive Test-time Defenses	Francesco Croce, Sven Gowal, Thomas Brunner	2022	arxiv 2202.13711
Learnable Polyphase Sampling for Shift Invariant and Equivariant Convolutional Networks	Renan A. Rojas-Gomez, Teck-Yian Lim, Alexander G. Schwing	2022	arxiv 2210.08001
TransBoost: Improving the Best ImageNet Performance using Deep Transduction	Omer Belhasin, Guy Bar-Shalom, Ran El-Yaniv	2022	arxiv 2205.13331
A Privacy Preserving Method with a Random Orthogonal Matrix for ConvMixer Models	Rei Aso, Tatsuya Chuman, Hitoshi Kiya	2023	arxiv 2301.03843
Computer Vision Pipeline for Automated Antarctic Krill Analysis	Mazvydas Gudelis, Michal Mackiewicz, Julie Bremner	2023	arxiv 2309.06188
Evaluating Supervision Levels Trade-Offs for Infrared-Based People Counting	David Latortue, Moetez Kdayem, Fidel A Guerrero Peña	2023	arxiv 2311.11974
A precortical module for robust CNNs to light variations	R. Fioresi, J. Petkovic	2022	arxiv 2202.07432
A Parallel Way to Select the Parameters of SVM Based on the Ant Optimization Algorithm	Chao Zhang, Hong-cen Mei, Hao Yang	2014	arxiv 1405.4589
Churn analysis using deep convolutional neural networks and autoencoders	Artit Wangperawong, Cyrille Brun, Olav Laudy	2016	arxiv 1604.05377
Visualizing and Comparing Convolutional Neural Networks	Wei Yu, Kuiyuan Yang, Yalong Bai	2014	arxiv 1412.6631
Gibbs Sampling with Low-Power Spiking Digital Neurons	Srinjoy Das, Bruno Umbria Pedroni, Paul Merolla	2015	arxiv 1503.07793
Automatic Script Identification in the Wild	Baoguang Shi, Cong Yao, Chengquan Zhang	2015	arxiv 1505.02982
Towards Automated Melanoma Screening: Exploring Transfer Learning Schemes	Afonso Menegola, Michel Fornaciali, Ramon Pires	2016	arxiv 1609.01228

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