Pinned Repositories
ACTRNN
andreofner.github.io
APC
Audio synthesis and analysis with gradient based predictive coding.
archibrain
Synthesize bio-plausible neural networks for cognitive tasks, mimicking brain architecture
CGNN
Replication code for the article "Learning Functional Causal Models with Generative Neural Networks"
contextual-event-segmentation
Lifelog event segmentation as described in "Predicting Visual Context for Unsupervised Event Segmentation in Continuous Photo-streams" (ACMMM’18)
contrastive-predictive-coding
Keras implementation of Representation Learning with Contrastive Predictive Coding
convolutional-autoencoder-for-raw-waveform-reconstruction
convolutional autoencoder for raw waveform reconstruction to replace the classic STFT, i called it as short-time AE transform (STAET)
PredProp
Approximate Natural Gradient Descent with precision weighted predictive coding
pyGPC
Generalized Predictive Coding in Torch
andreofner's Repositories
andreofner/CGNN
Replication code for the article "Learning Functional Causal Models with Generative Neural Networks"
andreofner/DCCA
An implementation of Deep Canonical Correlation Analysis (DCCA) in Keras with tf backend.
andreofner/deepgaze
Computer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map.
andreofner/emokit
Open source driver for accessing raw data from the Emotiv EPOC EEG headset
andreofner/Eye-Tracker
Implemented and improved the iTracker model proposed in the paper Eye Tracking for Everyone.
andreofner/fusionseg
Video Object Segmentation
andreofner/horovod
Distributed training framework for TensorFlow.
andreofner/kvae
Kalman Variational Auto-Encoder
andreofner/learning_by_association
This repository contains code for the paper Learning by Association - A versatile semi-supervised training method for neural networks (CVPR 2017) and the follow-up work Associative Domain Adaptation (ICCV 2017).
andreofner/LiveOSC2
New version of LiveOSC for Live 9
andreofner/LVAE
LVAE: Ladder Variational Auto-Encoders (NIPS 2016) with TensorFlow.
andreofner/magenta
Magenta: Music and Art Generation with Machine Intelligence
andreofner/Multichannel_Biosignal_Emotion_Recognition
Emotion recognition from multi-channel biosignal by using convolutional and recurrent neural network
andreofner/nips2015_vrnn
andreofner/nolearn
scikit-learn compatible neural network library
andreofner/one-shot-mann
Tensorflow Implementation of One-Shot Learning with Memory Augmented Neural Network
andreofner/pixel-cnn
Python3 / Tensorflow implementation of PixelCNN++, as described in "PixelCNN++: A PixelCNN Implementation with Discretized Logistic Mixture Likelihood and Other Modifications"
andreofner/prednet
Code and models accompanying "Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning"
andreofner/prednet_tf
PredNet in tensorflow
andreofner/Rack
Open-source virtual Eurorack DAW
andreofner/seq2seq
A general-purpose encoder-decoder framework for Tensorflow
andreofner/SoundNet-tensorflow
TensorFlow implementation of "SoundNet".
andreofner/tensorflow-face-detection
A mobilenet SSD based face detector, powered by tensorflow object detection api, trained by WIDERFACE dataset.
andreofner/tensorflow-mnist-VAE
Tensorflow implementation of variational auto-encoder for MNIST
andreofner/tensorflow-vrnn
A variational recurrent neural network implementation in tensorflow
andreofner/tf_cnnvis
CNN visualization tool in TensorFlow
andreofner/UnFlow
UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss
andreofner/unreal
Reinforcement learning with unsupervised auxiliary tasks
andreofner/vrnn
MSc AI project on variational recurrent networks by J. Chung et al.
andreofner/VRNN-Long-Term-Future-Frame-Prediction