Name: Animesh Karnewar
Type: User
Company: UCL
Bio: PhD @smartgeometry-ucl|Marie Curie Fellow for PRIME-ITN|Research interests: VFX, Movies, Video Games, Generative Modelling, Computer Graphics, PBR, DL, AI.
Twitter: AnimeshKarnewar
Location: London
Blog: https://akanimax.github.io
Animesh Karnewar's Projects
A repository to store key research works from the past. It is also an attempt to structure and organize these research papers.
A repository for collecting the coding implementations of some of the most famous algorithms
CMU 15-462/662 Assignment 1: A Mini-SVG Renderer
CMU 15-462/662 Assignment 2: A Mini-Mesh Editor
CMU 15-462/662 Assignment 3: A Mini-Path Tracer
CMU 15-462/662 Assignment 4: A Mini-Animation Editor
python package for self-attention gan implemented as extension of PyTorch nn.Module. paper -> https://arxiv.org/abs/1805.08318
Implementing an auto-encoder for the cifar10 dataset
The barnes Hut simulation that tracks the path covered by n different particles in vacuum under the gravitational forces exerted among themselves.
BMSG-GAN with more features
BigDL: Distributed Deep Learning Library for Apache Spark
[MSG-GAN] Any body can GAN! Highly stable and robust architecture. Requires little to no hyperparameter tuning. Pytorch Implementation
Unreal Project for the game titled "Building Escape: a physics based puzzle solving 3D game"
A CNTK implementation of CapsNet based on Geoffrey Hinton's paper Dynamic Routing Between Capsules
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.
Repository for all assignments in the CL-1 lab PICT
Repository for all assignments in the CL-2 lab PICT. Please contribute for the benefit of all
repository for assignments of Computer Laboratory 3 - 2016
repository for assignments of Computer Laboratory - 4
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
Repository for hosting the data for the classification-of-abstract-images-using-machine-learning project.
GAN example created using the attn_gan_pytorch package -> https://github.com/akanimax/attn_gan_pytorch
A deep learning solution to building a chat-bot.
Project for studying and implementing the traditional RL algorithms and also the DL variants of the same.
dynamics of convolutional neural networks
Validation for the DGSLR model
Dataset link -> https://www.kaggle.com/c/dog-breed-identification