akanimax
PhD @smartgeometry-ucl|Marie Curie Fellow for PRIME-ITN|Research interests: VFX, Movies, Video Games, Generative Modelling, Computer Graphics, PBR, DL, AI.
UCLLondon
Pinned Repositories
big-discriminator-batch-spoofing-gan
BMSG-GAN with more features
BMSG-GAN
[MSG-GAN] Any body can GAN! Highly stable and robust architecture. Requires little to no hyperparameter tuning. Pytorch Implementation
fagan
A variant of the Self Attention GAN named: FAGAN (Full Attention GAN)
msg-gan-v1
MSG-GAN: Multi-Scale Gradients GAN (Architecture inspired from ProGAN but doesn't use layer-wise growing)
msg-stylegan-tf
MSG StyleGAN in tensorflow
natural-language-summary-generation-from-structured-data
Implementation of the paper -> https://arxiv.org/abs/1709.00155. For converting information present in the form of structured data into natural language text
pro_gan_pytorch
Unofficial PyTorch implementation of the paper titled "Progressive growing of GANs for improved Quality, Stability, and Variation"
T2F
T2F: text to face generation using Deep Learning
thr3ed_atom
ReLU Fields The Little Non-linearity That Could
Variational_Discriminator_Bottleneck
Implementation (with some experimentation) of the paper titled "VARIATIONAL DISCRIMINATOR BOTTLENECK: IMPROVING IMITATION LEARNING, INVERSE RL, AND GANS BY CONSTRAINING INFORMATION FLOW" (arxiv -> https://arxiv.org/pdf/1810.00821.pdf)
akanimax's Repositories
akanimax/my-deity
I worship the one true neural network architecture that can autonomously learn everything.
akanimax/NLP2SQL
A research and review of techniques to provide a natural language interface to RDMS.
akanimax/capsule-network-TensorFlow
The impending concept of capsule networks has finally arrived at arXiv. link to the publication -> https://arxiv.org/abs/1710.09829 . In this repository, I'll create an implementation using TensorFlow from scratch as an exercise.
akanimax/autoencoder-cifar-10
Implementing an auto-encoder for the cifar10 dataset
akanimax/AI-Literature
A repository to store key research works from the past. It is also an attempt to structure and organize these research papers.
akanimax/algorithms
A repository for collecting the coding implementations of some of the most famous algorithms
akanimax/deep-reinforcement-learning
Project for studying and implementing the traditional RL algorithms and also the DL variants of the same.
akanimax/energy-preserving-neural-network
When a data signal propagates through the Neural Network, it is not mandatory that the energy of the signal will be preserved throughout the neural computations. This research attempts at collecting (perhaps creating) techniques for preserving the Energy throughout the network.
akanimax/SVC2004-deep-learning
A deep learning based solution for the SVC2004 problem.
akanimax/toxic-comment-identification-tensorflow
Data -> https://www.kaggle.com/c/jigsaw-toxic-comment-classification-challenge/data
akanimax/BigDL
BigDL: Distributed Deep Learning Library for Apache Spark
akanimax/BuildingEscape
Unreal Project for the game titled "Building Escape: a physics based puzzle solving 3D game"
akanimax/CapsNet-CNTK
A CNTK implementation of CapsNet based on Geoffrey Hinton's paper Dynamic Routing Between Capsules
akanimax/classification-of-abstract-images-using-machine-learning
The implementation of the hybrid model (loosely based on an RBM) for classifying art into certain genres. Link to publication -> https://dl.acm.org/citation.cfm?id=3094259
akanimax/data-for_classification-of-abstract-images-using-machine-learning
Repository for hosting the data for the classification-of-abstract-images-using-machine-learning project.
akanimax/deep-learning-chat-bot
A deep learning solution to building a chat-bot.
akanimax/dog-breed-identification
Dataset link -> https://www.kaggle.com/c/dog-breed-identification
akanimax/GWPI-Validation
This repository validates the GWPI index method for watershed-prioritisation using the ROC_AUC method against the water level-fluctuation values
akanimax/machine-learning-helpers
A small repository for keeping repeating code chunks that are mostly required for the typical errands in machine learning projects.
akanimax/PlayFrameworkForScala
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akanimax/rules-and-options
A simple but ingenious algorithm that has deep meaning. Go through the code to discover something unique
akanimax/safe-driver-challenge
Solution to the kaggle challenge: https://www.kaggle.com/c/porto-seguro-safe-driver-prediction
akanimax/scala_akka
Building concurrent apps using the akka framework in scala
akanimax/Scala_capstone_Project
The scala capstone project.
akanimax/SENet-Tensorflow
Simple Tensorflow implementation of "Squeeze and Excitation Networks" using Cifar10 (ResNeXt, Inception-v4, Inception-resnet-v2)
akanimax/sentiment-analysis_TensorFlow
A state-preserved multilayered RNN with LSTM cells for performing sentiment-analysis on movie reviews. The implementation is done using the TensorFlow framework in python
akanimax/tensorflow
Computation using data flow graphs for scalable machine learning
akanimax/TensorFlow-Examples
TensorFlow Tutorial and Examples for beginners
akanimax/tensorflow-notebooks-examples
Tensorflow Notebook Examples and Tutorials
akanimax/WikiSQL
A large annotated semantic parsing corpus for developing natural language interfaces.