titu1994

Keras Implementation of Neural Style Transfer from the paper "A Neural Algorithm of Artistic Style" (http://arxiv.org/abs/1508.06576) in Keras 2.0+

Implementation of Super Resolution CNN in Keras.

Implementation of NIMA: Neural Image Assessment in Keras

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

DenseNet implementation in Keras

Multivariate LSTM Fully Convolutional Networks for Time Series Classification

Basic implementation of [Neural Architecture Search with Reinforcement Learning](https://arxiv.org/abs/1611.01578).

Implementation of Squeeze and Excitation Networks in Keras

Inception-v4, Inception - Resnet-v1 and v2 Architectures in Keras

Collection of Keras models used for classification

Snapshot Ensemble in Keras

Implementation of One-Cycle Learning rate policy (adapted from Fast.ai lib)

Keras implementation of Non-local Neural Networks

An implementation of SRGAN model in Keras

A Tensorflow 2.0 implementation of TabNet.

Tensorflow implementation of Ordinary Differential Equation Solvers with full GPU support

Implementation of ResNeXt models from the paper Aggregated Residual Transformations for Deep Neural Networks in Keras 2.0+.

"NASNet" models in Keras 2.0+ with weights

Keras Implementation of EfficientNets

Tensorflow 2.0 implementation of Sinusodial Representation networks (SIREN)

Keras implementation of CoordConv for all Convolution layers

Keras implementation of Mobile Networks

Keras implementation of AdaBound

Keras implementation of Attention Augmented Convolutional Neural Networks

Implementation of Progressive Neural Architecture Search in Keras and Tensorflow

Dual Path Networks for Keras 2.0+

Wide Residual Networks in Keras

Implementation of "Perceptual Losses for Real-Time Style Transfer and Super-Resolution" in Keras

A Keras implementation of https://arxiv.org/abs/1803.08494

Batch Renormalization algorithm implementation in Keras

Implementation of Simple Recurrent Unit in Keras

Keras implementation of Nested LSTMs

Fully Connected DenseNet for Image Segmentation (https://arxiv.org/pdf/1611.09326v1.pdf)

Implementation of the LAMB optimizer for Keras from the paper "Reducing BERT Pre-Training Time from 3 Days to 76 Minutes"

A set of simple examples ported from PyTorch for Tensorflow Eager Execution

Implementation of Rectified Adam in Keras

Implementation of IndRNN in Keras

Repository for the ablation study of "Long Short-Term Memory Fully Convolutional Networks for Time Series Classification"

Keras implementation of Octave Convolutions