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  • ๐Ÿ‘‹ Hi, Iโ€™m @jimmyc96
  • ๐Ÿ‘€ Iโ€™m interested in federated learning and network intelligence.
  • ๐ŸŒฑ Iโ€™m currently based in Singapore.

Zihan Chen's Projects

pytorch-fgvc-dataset icon pytorch-fgvc-dataset

PyTorch custom dataset APIs -- CUB-200-2011, Stanford Dogs, Stanford Cars, FGVC Aircraft, NABirds, Tiny ImageNet, iNaturalist2017

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

repdistiller icon repdistiller

[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods

sgd_tail_index icon sgd_tail_index

The codebase for the paper "A Tail-Index Analysis of Stochastic Gradient Noise in Deep Neural Networks"

tensorflow-2.x-tutorials icon tensorflow-2.x-tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0็‰ˆๅ…ฅ้—จๅฎžไพ‹ไปฃ็ ๏ผŒๅฎžๆˆ˜ๆ•™็จ‹ใ€‚

vpt icon vpt

โ„๏ธ๐Ÿ”ฅ Visual Prompt Tuning [ECCV 2022] https://arxiv.org/abs/2203.12119

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