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/pyGPC
Generalized Predictive Coding in Torch
andreofner/APC
Audio synthesis and analysis with gradient based predictive coding.
andreofner/PredProp
Approximate Natural Gradient Descent with precision weighted predictive coding
andreofner/ACTRNN
andreofner/andreofner.github.io
andreofner/archibrain
Synthesize bio-plausible neural networks for cognitive tasks, mimicking brain architecture
andreofner/contextual-event-segmentation
Lifelog event segmentation as described in "Predicting Visual Context for Unsupervised Event Segmentation in Continuous Photo-streams" (ACMMM’18)
andreofner/contrastive-predictive-coding
Keras implementation of Representation Learning with Contrastive Predictive Coding
andreofner/crepe
CREPE: A Convolutional REpresentation for Pitch Estimation -- pre-trained model (ICASSP 2018)
andreofner/cvat
Computer Vision Annotation Tool (CVAT) is a web-based tool which helps to annotate video and images for Computer Vision algorithms
andreofner/DCM_RNN
Biophysical interpretable neural network.
andreofner/deep-generative-prior
Code for deep generative prior (ECCV2020 oral)
andreofner/DeepCGP
Deep convolutional gaussian processes.
andreofner/DeepVOG
Pupil segmentation and gaze estimation using fully convolutional neural networks
andreofner/Face-Morph
Using GAN to morph faces
andreofner/GazeML
Gaze Estimation using Deep Learning, a Tensorflow-based framework.
andreofner/gym
A toolkit for developing and comparing reinforcement learning algorithms.
andreofner/keras-rl
Deep Reinforcement Learning for Keras.
andreofner/lookie-lookie
Learning to track eye movement in the browser
andreofner/MERLIN
andreofner/mscom
Music structure analysis with community detection methods
andreofner/MUNIT-Tensorflow
Simple Tensorflow implementation of "Multimodal Unsupervised Image-to-Image Translation" (ECCV 2018)
andreofner/PCN-with-Local-Recurrent-Processing
Code for "Deep predictive coding network with local recurrent processing for object recognition"
andreofner/pix2pixHD
Synthesizing and manipulating 2048x1024 images with conditional GANs
andreofner/predrnn-pp
A TensorFlow implementation of our paper https://arxiv.org/abs/1804.06300.
andreofner/rnf-ijcnn-2020
Recurrent Neural Filters for Time Series Prediction
andreofner/stylegan2-distillation
andreofner/torchsim
A simulation environment for the creation and observation of ML models based on PyTorch
andreofner/VariationalRNN
A Recurrent Latent Variable Model for Sequential Data
andreofner/VPilot
Scripts and tools to easily communicate with DeepGTAV. In the future a self-driving agent will be implemented.