Doyup Lee's Projects
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Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)
Official implementation of "Regularizing Attention Networks for Anomaly Detection in VQA"
Anomaly Detection with R
AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty
To be released !
A curated list of awesome anomaly detection resources
:scroll: An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
An implementation of the BADGE batch active learning algorithm.
visual tracker benchmark results
Unofficial tensorflow implementation of "Bottom-up and Top-down attention for VQA" (TF v. 1.13)
An efficient PyTorch implementation of the winning entry of the 2017 VQA Challenge.
Unofficial implementation of Capsule Networks, Dynamic Routing between capsules (by tensorflow)
Implementation of ChoiceNet
Pytorch implementation of COIN++ π
Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
Automatic DBMS Tuning Project
Unofficial tensorflow (tf) implementation of DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks
Seminar Materials
PyTorch implementations of deep reinforcement learning algorithms and environments
A best practice for deeplearning project template
Official DeiT repository
Code for the paper, "Distribution Augmentation for Generative Modeling", ICML 2020.
Translations of TensorFlow documentation
Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion
Tensorflow implementation of DropMax: Adaptive Variational Softmax (NeurIPS2018)
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.