Research

Papers for “imagenet”

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

Title	Authors	Year	Source
Large-Scale Data-Free Knowledge Distillation for ImageNet via Multi-Resolution Data Generation	Minh-Tuan Tran, Trung Le, Xuan-May Le	2024	arxiv 2411.17046
Improving Feature Extraction from Histopathological Images Through A Fine-tuning ImageNet Model	Xingyu Li, Min Cen, Jinfeng Xu	2022	arxiv 2201.00636
ImageNet-Hard: The Hardest Images Remaining from a Study of the Power of Zoom and Spatial Biases in Image Classification	Mohammad Reza Taesiri, Giang Nguyen, Sarra Habchi	2023	arxiv 2304.05538
Trivial or impossible -- dichotomous data difficulty masks model differences (on ImageNet and beyond)	Kristof Meding, Luca M. Schulze Buschoff, Robert Geirhos	2021	arxiv 2110.05922
Towards Fairer Datasets: Filtering and Balancing the Distribution of the People Subtree in the ImageNet Hierarchy	Kaiyu Yang, Klint Qinami, Li Fei-Fei	2019	arxiv 1912.07726
Enhanced Transfer Learning with ImageNet Trained Classification Layer	Tasfia Shermin, Shyh Wei Teng, Manzur Murshed	2019	arxiv 1903.10150
Is Self-Supervised Pre-training on Satellite Imagery Better than ImageNet? A Systematic Study with Sentinel-2	Saad Lahrichi, Zion Sheng, Shufan Xia	2025	arxiv 2502.10669
SOOD-ImageNet: a Large-Scale Dataset for Semantic Out-Of-Distribution Image Classification and Semantic Segmentation	Alberto Bacchin, Davide Allegro, Stefano Ghidoni	2024	arxiv 2409.01109
ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories	Heming Xia, Qingxiu Dong, Lei Li	2023	arxiv 2305.15028
ImageNet-OOD: Deciphering Modern Out-of-Distribution Detection Algorithms	William Yang, Byron Zhang, Olga Russakovsky	2023	arxiv 2310.01755
Spikformer V2: Join the High Accuracy Club on ImageNet with an SNN Ticket	Zhaokun Zhou, Kaiwei Che, Wei Fang	2024	arxiv 2401.02020
SecONNds: Secure Outsourced Neural Network Inference on ImageNet	Shashank Balla	2025	arxiv 2506.11586
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification	Kaiming He, Xiangyu Zhang, Shaoqing Ren	2015	arxiv 1502.01852
Transfer Learning from ImageNet for MEG-Based Decoding of Imagined Speech	Soufiane Jhilal, Stéphanie Martin, Anne-Lise Giraud	2026	arxiv 2601.15909
Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour	Priya Goyal, Piotr Dollár, Ross Girshick	2017	arxiv 1706.02677
Self-distillation with Batch Knowledge Ensembling Improves ImageNet Classification	Yixiao Ge, Xiao Zhang, Ching Lam Choi	2021	arxiv 2104.13298
Large-Scale Open-Set Classification Protocols for ImageNet	Andres Palechor, Annesha Bhoumik, Manuel Günther	2022	arxiv 2210.06789
Pushing the limits of self-supervised ResNets: Can we outperform supervised learning without labels on ImageNet?	Nenad Tomasev, Ioana Bica, Brian McWilliams	2022	arxiv 2201.05119
Efficiency Bottlenecks of Convolutional Kolmogorov-Arnold Networks: A Comprehensive Scrutiny with ImageNet, AlexNet, LeNet and Tabular Classification	Ashim Dahal, Saydul Akbar Murad, Nick Rahimi	2025	arxiv 2501.15757
In or Out? Fixing ImageNet Out-of-Distribution Detection Evaluation	Julian Bitterwolf, Maximilian Müller, Matthias Hein	2023	arxiv 2306.00826

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