Research

Papers for “imagenet”

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

Title	Authors	Year	Source
ImageNet pre-trained models with batch normalization	Marcel Simon, Erik Rodner, Joachim Denzler	2016	arxiv 1612.01452
ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness	Robert Geirhos, Patricia Rubisch, Claudio Michaelis	2018	arxiv 1811.12231
The Role of ImageNet Classes in Fr\'echet Inception Distance	Tuomas Kynkäänniemi, Tero Karras, Miika Aittala	2022	arxiv 2203.06026
Auditing ImageNet: Towards a Model-driven Framework for Annotating Demographic Attributes of Large-Scale Image Datasets	Chris Dulhanty, Alexander Wong	2019	arxiv 1905.01347
Efficient Key-Based Adversarial Defense for ImageNet by Using Pre-trained Model	AprilPyone MaungMaung, Isao Echizen, Hitoshi Kiya	2023	arxiv 2311.16577
Beyond ImageNet Attack: Towards Crafting Adversarial Examples for Black-box Domains	Qilong Zhang, Xiaodan Li, Yuefeng Chen	2022	arxiv 2201.11528
Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels	Sangdoo Yun, Seong Joon Oh, Byeongho Heo	2021	arxiv 2101.05022
ConvNets and ImageNet Beyond Accuracy: Understanding Mistakes and Uncovering Biases	Pierre Stock, Moustapha Cisse	2017	arxiv 1711.11443
ImageNet Large Scale Visual Recognition Challenge	Olga Russakovsky, Jia Deng, Hao Su	2014	arxiv 1409.0575
CINIC-10 is not ImageNet or CIFAR-10	Luke N. Darlow, Elliot J. Crowley, Antreas Antoniou	2018	arxiv 1810.03505
Why Do Deep Neural Networks Still Not Recognize These Images?: A Qualitative Analysis on Failure Cases of ImageNet Classification	Han S. Lee, Alex A. Agarwal, Junmo Kim	2017	arxiv 1709.03439
Binarized Neural Networks on the ImageNet Classification Task	Xundong Wu, Yong Wu, Yong Zhao	2016	arxiv 1604.03058
G3DR: Generative 3D Reconstruction in ImageNet	Pradyumna Reddy, Ismail Elezi, Jiankang Deng	2024	arxiv 2403.00939
Comparing to Learn: Surpassing ImageNet Pretraining on Radiographs By Comparing Image Representations	Hong-Yu Zhou, Shuang Yu, Cheng Bian	2020	arxiv 2007.07423
Revisiting Adversarial Training for ImageNet: Architectures, Training and Generalization across Threat Models	Naman D Singh, Francesco Croce, Matthias Hein	2023	arxiv 2303.01870
Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining	Jiarun Liu, Hao Yang, Hong-Yu Zhou	2024	arxiv 2402.03302
Salient ImageNet: How to discover spurious features in Deep Learning?	Sahil Singla, Soheil Feizi	2021	arxiv 2110.04301
Urban-ImageNet: A Large-Scale Multi-Modal Dataset and Evaluation Framework for Urban Space Perception	Yiwei Ou, Chung Ching Cheung, Jun Yang Ang	2026	arxiv 2605.09936
Training a Predictive Coding Network on ImageNet using Equilibrium Propagation	Tugdual Kerjan, Rasmus H\oier, Benjamin Scellier	2026	arxiv 2606.03584
A framework for benchmarking class-out-of-distribution detection and its application to ImageNet	Ido Galil, Mohammed Dabbah, Ran El-Yaniv	2023	arxiv 2302.11893

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