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Research

Papers for “image classification”

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

TitleAuthorsYearSource
Accelerating Malware Classification: A Vision Transformer SolutionShrey Bavishi, Shrey Modi2024arxiv 2409.19461
Classification-Denoising NetworksLouis Thiry, Florentin Guth2024arxiv 2410.03505
Enhancing Neural Network Representations with Prior Knowledge-Based NormalizationBilal Faye, Hanane Azzag, Mustapha Lebbah2024arxiv 2403.16798
Krum Federated Chain (KFC): Using blockchain to defend against adversarial attacks in Federated LearningMario García-Márquez, Nuria Rodríguez-Barroso, M.Victoria Luzón2025arxiv 2502.06917
A Zero-shot Learning Method Based on Large Language Models for Multi-modal Knowledge Graph EmbeddingBingchen Liu, Jingchen Li, Yuanyuan Fang2025arxiv 2503.07202
PQS (Prune, Quantize, and Sort): Low-Bitwidth Accumulation of Dot Products in Neural Network ComputationsVikas Natesh, H.T. Kung2025arxiv 2504.09064
Energy-Latency Attacks via Sponge PoisoningAntonio Emanuele Cinà, Ambra Demontis, Battista Biggio2022arxiv 2203.08147
Enrich the content of the image Using Context-Aware Copy PasteQiushi Guo2024arxiv 2407.08151
Making Robust Generalizers Less Rigid with Loss ConcentrationMatthew J. Holland, Toma Hamada2024arxiv 2408.03619
Self-supervised visual learning for analyzing firearms trafficking activities on the WebSotirios Konstantakos, Despina Ioanna Chalkiadaki, Ioannis Mademlis2023arxiv 2310.07975
Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and HowSebastian Pineda Arango, Fabio Ferreira, Arlind Kadra2023arxiv 2306.03828
Are Classification Robustness and Explanation Robustness Really Strongly Correlated? An Analysis Through Input Loss LandscapeTiejin Chen, Wenwang Huang, Linsey Pang2024arxiv 2403.06013
On the Convergence of Continual Learning with Adaptive MethodsSeungyub Han, Yeongmo Kim, Taehyun Cho2024arxiv 2404.05555
Asymmetric Polynomial Loss For Multi-Label ClassificationYusheng Huang, Jiexing Qi, Xinbing Wang2023arxiv 2304.05361
From Online Behaviours to Images: A Novel Approach to Social Bot DetectionEdoardo Di Paolo, Marinella Petrocchi, Angelo Spognardi2023arxiv 2304.07535
Hyperbolic Geometry in Computer Vision: A SurveyPengfei Fang, Mehrtash Harandi, Trung Le2023arxiv 2304.10764
Two-in-One: A Model Hijacking Attack Against Text Generation ModelsWai Man Si, Michael Backes, Yang Zhang2023arxiv 2305.07406
Learning More Discriminative Local Descriptors for Few-shot LearningQijun Song, Siyun Zhou, Liwei Xu2023arxiv 2305.08721
Sorted Convolutional Network for Achieving Continuous Rotational InvarianceHanlin Mo, Guoying Zhao2023arxiv 2305.14462
Saturated Non-Monotonic Activation FunctionsJunjia Chen, Zhibin Pan2023arxiv 2305.07537