ImageNet - discu.eu

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ImageNet-trained CNNs are biased towards texture (2019) https://openreview.net/forum?id=Bygh9j09KX 16 comments 19/4/2020

An ImageNet-like text classification task based on Reddit posts http://www.evolution.ai/blog/page/5/an-imagenet-like-text-classification-task-based-on-reddit-posts/ 15 comments 29/10/2018
Synthetic Data from Diffusion Models Improves ImageNet Classification https://arxiv.org/abs/2304.08466 60 comments 18/4/2023
A stack of feed-forward layers does surprisingly well on ImageNet https://arxiv.org/abs/2105.02723 25 comments 18/1/2023
Our datasets are flawed. ImageNet has an error rate of ~5.8% https://arxiv.org/abs/2103.14749 4 comments 28/10/2021
ImageNet contains naturally occurring Apple NeuralHash collisions https://blog.roboflow.com/nerualhash-collision/ 510 comments 19/8/2021
The history of ImageNet https://hackernoon.com/data-is-the-new-oil-1227197762b2 2 comments 6/3/2019
GradientFlow: Training ImageNet in 1.5 Minutes on 512 GPUs https://arxiv.org/abs/1902.06855 44 comments 25/2/2019
Training ResNet-50 on ImageNet in 35 Epochs Using Second-Order Optimization https://arxiv.org/abs/1811.12019 10 comments 1/12/2018
Training ImageNet on a TPU in 12.5 Hours with GKE and RiseML https://blog.riseml.com/training-imagenet-on-a-tpu-in-12-5-hours-with-gke-and-riseml-d95b5969ab4f 2 comments 17/4/2018
XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks http://arxiv.org/abs/1603.05279 17 comments 19/3/2016
Breaking Linear Classifiers on ImageNet http://karpathy.github.io/2015/03/30/breaking-convnets/ 9 comments 2/4/2015
Surpassing Human-Level Performance on ImageNet Classification [pdf] http://arxiv.org/pdf/1502.01852v1.pdf 13 comments 9/2/2015

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