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Research

Papers for “image classification”

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

TitleAuthorsYearSource
Benchmarking a Benchmark: How Reliable is MS-COCO?Eric Zimmermann, Justin Szeto, Jerome Pasquero2023arxiv 2311.02709
Exploring Adversarial Attacks against Latent Diffusion Model from the Perspective of Adversarial TransferabilityJunxi Chen, Junhao Dong, Xiaohua Xie2024arxiv 2401.07087
Kernel Normalized Convolutional NetworksReza Nasirigerdeh, Reihaneh Torkzadehmahani, Daniel Rueckert2022arxiv 2205.10089
Can a Confident Prior Replace a Cold Posterior?Martin Marek, Brooks Paige, Pavel Izmailov2024arxiv 2403.01272
Multi-Label Plant Species Classification with Self-Supervised Vision TransformersMurilo Gustineli, Anthony Miyaguchi, Ian Stalter2024arxiv 2407.06298
Trainable Highly-expressive Activation FunctionsIrit Chelly, Shahaf E. Finder, Shira Ifergane2024arxiv 2407.07564
Do Vision-Language Foundational models show Robust Visual Perception?Shivam Chandhok, Pranav Tandon2024arxiv 2408.06781
Leveraging Foundation Models for Efficient Federated Learning in Resource-restricted Edge NetworksS. Kawa Atapour, S. Jamal SeyedMohammadi, S. Mohammad Sheikholeslami2024arxiv 2409.09273
Few-Shot Learning Approach on Tuberculosis Classification Based on Chest X-Ray ImagesA.A.G. Yogi Pramana, Faiz Ihza Permana, Muhammad Fazil Maulana2024arxiv 2409.11644
Anti-ESIA: Analyzing and Mitigating Impacts of Electromagnetic Signal Injection AttacksDenglin Kang, Youqian Zhang, Wai Cheong Tam2024arxiv 2409.10922
Scale-covariant and scale-invariant Gaussian derivative networksTony Lindeberg2020arxiv 2011.14759
An ensemble framework approach of hybrid Quantum convolutional neural networks for classification of breast cancer imagesDibyasree Guha, Shyamali Mitra, Somenath Kuiry2024arxiv 2409.15958
I Bet You Did Not Mean That: Testing Semantic Importance via BettingJacopo Teneggi, Jeremias Sulam2024arxiv 2405.19146
Stochastic Kernel Regularisation Improves Generalisation in Deep Kernel MachinesEdward Milsom, Ben Anson, Laurence Aitchison2024arxiv 2410.06171
D\'ej\`a Vu Memorization in Vision-Language ModelsBargav Jayaraman, Chuan Guo, Kamalika Chaudhuri2024arxiv 2402.02103
Active Learning for Vision-Language ModelsBardia Safaei, Vishal M. Patel2024arxiv 2410.22187
SASSL: Enhancing Self-Supervised Learning via Neural Style TransferRenan A. Rojas-Gomez, Karan Singhal, Ali Etemad2023arxiv 2312.01187
Hybrid Deep Learning Framework for Classification of Kidney CT Images: Diagnosis of Stones, Cysts, and TumorsKiran Sharma, Ziya Uddin, Adarsh Wadal2025arxiv 2502.04367
Err on the Side of Texture: Texture Bias on Real DataBlaine Hoak, Ryan Sheatsley, Patrick McDaniel2024arxiv 2412.10597
A Residual Multi-task Network for Joint Classification and Regression in Medical ImagingJunji Lin, Yi Zhang, Yunyue Pan2025arxiv 2502.19692