Research

Papers for “imagenet”

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

Title	Authors	Year	Source
Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet?	Kensho Hara, Hirokatsu Kataoka, Yutaka Satoh	2017	arxiv 1711.09577
Do Adversarially Robust ImageNet Models Transfer Better?	Hadi Salman, Andrew Ilyas, Logan Engstrom	2020	arxiv 2007.08489
How Well Do Sparse Imagenet Models Transfer?	Eugenia Iofinova, Alexandra Peste, Mark Kurtz	2021	arxiv 2111.13445
TransBoost: Improving the Best ImageNet Performance using Deep Transduction	Omer Belhasin, Guy Bar-Shalom, Ran El-Yaniv	2022	arxiv 2205.13331
MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks	Zhiqiang Shen, Marios Savvides	2020	arxiv 2009.08453
Training EfficientNets at Supercomputer Scale: 83% ImageNet Top-1 Accuracy in One Hour	Arissa Wongpanich, Hieu Pham, James Demmel	2020	arxiv 2011.00071
Rethinking Transfer Learning for Industrial Inspection: DINOv3 vs. ImageNet Pretraining Across RGB and X-ray Tasks	Mehdi Gharbage, Céline Teulière, Pierre Bouges	2026	arxiv 2605.23472
Infrared Object Detection with Ultra Small ConvNets: Is ImageNet Pretraining Still Useful?	Srikanth Muralidharan, Heitor R. Medeiros, Masih Aminbeidokhti	2025	arxiv 2508.02927
ImageNet Challenging Classification with the Raspberry Pi: An Incremental Local Stochastic Gradient Descent Algorithm	Thanh-Nghi Do	2022	arxiv 2203.11853
Massively Distributed SGD: ImageNet/ResNet-50 Training in a Flash	Hiroaki Mikami, Hisahiro Suganuma, Pongsakorn U-chupala	2018	arxiv 1811.05233
Corner Cases: How Size and Position of Objects Challenge ImageNet-Trained Models	Mishal Fatima, Steffen Jung, Margret Keuper	2025	arxiv 2505.03569
Spatial Functa: Scaling Functa to ImageNet Classification and Generation	Matthias Bauer, Emilien Dupont, Andy Brock	2023	arxiv 2302.03130
Join the High Accuracy Club on ImageNet with A Binary Neural Network Ticket	Nianhui Guo, Joseph Bethge, Christoph Meinel	2022	arxiv 2211.12933
SODAWideNet -- Salient Object Detection with an Attention augmented Wide Encoder Decoder network without ImageNet pre-training	Rohit Venkata Sai Dulam, Chandra Kambhamettu	2023	arxiv 2311.04828
Deepfake Detection using ImageNet models and Temporal Images of 468 Facial Landmarks	Christeen T Jose	2022	arxiv 2208.06990
Extremely Large Minibatch SGD: Training ResNet-50 on ImageNet in 15 Minutes	Takuya Akiba, Shuji Suzuki, Keisuke Fukuda	2017	arxiv 1711.04325
Can Biases in ImageNet Models Explain Generalization?	Paul Gavrikov, Janis Keuper	2024	arxiv 2404.01509
ES-ImageNet: A Million Event-Stream Classification Dataset for Spiking Neural Networks	Yihan Lin, Wei Ding, Shaohua Qiang	2021	arxiv 2110.12211
What Can We Learn From The Selective Prediction And Uncertainty Estimation Performance Of 523 Imagenet Classifiers	Ido Galil, Mohammed Dabbah, Ran El-Yaniv	2023	arxiv 2302.11874
Approximating CNNs with Bag-of-local-Features models works surprisingly well on ImageNet	Wieland Brendel, Matthias Bethge	2019	arxiv 1904.00760

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