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/Homecoming
repository for mini-projects
akanimax/CL-3_lab_2017
repository for assignments of Computer Laboratory 3 - 2016
akanimax/REST_MOVIE_TICKET_SYSTEM
A restful system implementing token based authentication for allowing users to book movie tickets online. Use of Play framework for scala
akanimax/Barnes-hut-simulation
The barnes Hut simulation that tracks the path covered by n different particles in vacuum under the gravitational forces exerted among themselves.
akanimax/CL-1_lab_2016
Repository for all assignments in the CL-1 lab PICT
akanimax/CL-2_lab_2016
Repository for all assignments in the CL-2 lab PICT. Please contribute for the benefit of all
akanimax/CL-4_lab_2017
repository for assignments of Computer Laboratory - 4
akanimax/Deep_learning_for_NER
dynamics of convolutional neural networks
akanimax/DGSLR-validation
Validation for the DGSLR model
akanimax/Dogs_vs_cats
akanimax/geospatial_ip_using_cuda
Typical GPU based Task
akanimax/intro-to-property-based-testing
A small intro to property-based testing
akanimax/Invasive_species_detection
Solving the invasive species detection challenge on Kaggle
akanimax/NLP
implementation of preliminary machinery of NLP. These codes can be referred for studying the theoretical concepts of NLP
akanimax/NYTaxi_trip_duration_prediction
Solving the New York taxi trip duration prediction challenge on Kaggle
akanimax/PlayFrameworkForScala
___...___
akanimax/some-more-thing
basics in depth
akanimax/spark-assignments-
The spark assignments in the course