shaoanlu/selu-experiment

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shaoanlu/selu-experiment

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Toy experiment on scaled exponential linear units

faceswap-GAN

A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.

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fewshot-face-translation-GAN

Generative adversarial networks integrating modules from FUNIT and SPADE for face-swapping.

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face_toolbox_keras

A collection of deep learning frameworks ported to Keras for face analysis.

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deeplearning.ai-Convolutional-Neural-Networks

Completed assignment jupyter notebook of Foundations of Convolutional Neural Networks, deeplearning.ai coursera course

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AdamW-and-SGDW

keras implementation of AdamW from Fixing Weight Decay Regularization in Adam (https://arxiv.org/abs/1711.05101)

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MUNIT-keras

A keras (tensorflow) reimplementation of MUNIT: Multimodal Unsupervised Image-to-Image Translation https://arxiv.org/abs/1804.04732

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face-segmentation-keras

A port of YuvalNirkin/face_segmentation repo to keras.

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Conditional-Analogy-GAN-keras

keras implementation of CAGAN and its variants. The Conditional Analogy GAN: Swapping Fashion Articles on People Images

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Audio2Guitarist-GAN

Two-stage GANs that generate fingerstyle guitarist images from audio.

GazeML-keras

A keras port of swook/GazeML for pupil, iris and eye-lid detection

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Udacity-SDCND-Vehicle-Detection

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dogs-vs-cats-redux

Dogs vs. Cats Redux on floydhub

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GroupNormalization-keras

keras implementation of group normalization. https://arxiv.org/abs/1803.08494

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experiment-with-res2net

Experiment with Res2Net. https://arxiv.org/abs/1904.01169

mppi_cbf

Colab notebooks showcasing experiments on MPPI (model predictive path integral control) and CBF (control barrier function). Utilizes jax to accelerate computation.

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COVID-19-SINDY

Use SINDY algorithm to discover a dynamical system from coronavirus data

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expriment-with-focal-loss

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awesome-control-engineering-online-materials

A collection of free online materials for control engineering

CBF_QP_safety_filter

Control barrier function as safety filter

miscellaneous-experiments

Experiment with mixup/powerSign/AdamW/swish, etc.

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TextSummarizer

experiment-with-swish

Experiment with Swish : A Self-Gated Activation Function on Fashion MNIST

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fasttext_model