Joseph K J's repositories
DistillGAN
(ICML-W, 2018) Text to image synthesis, by distilling concepts from multiple captions.
progressive-gan-pytorch
Implemetatin of Progressive Growing of GANs in PyTorch
aRTISt
(WACV 2019) a Recurrent Text to Image Synthesizer.
coco2voc
A tool for converting COCO style annotations to PASCAL VOC style segmentations
continual-learning
PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, DGR, DGR+distill, RtF, iCaRL).
DL-Tutorial
Intro to Deep Learning tutorial
EndToEndIncrementalLearning
End-to-End Incremental Learning
free-spoken-digit-dataset
A free audio dataset of spoken digits. Think MNIST for audio.
GradientEpisodicMemory
Continuum Learning with GEM: Gradient Episodic Memory
HDGan
Pytorch implementation of HDGan
HowToTrainYourMAMLPytorch
The original code for the paper "How to train your MAML" along with a replication of the original "Model Agnostic Meta Learning" (MAML) paper in Pytorch.
incremental-learning
Pytorch implementation of my paper "Revisiting Distillation and Incremental Classifier Learning."
incremental_detectors
Code release for paper "Incremental Learning of Object Detectors without Catastrophic Forgetting"
InsightFace_Pytorch
Pytorch0.4.1 codes for InsightFace
pggan-pytorch
:fire::fire: PyTorch implementation of "Progressive growing of GANs (PGGAN)" :fire::fire:
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorch-maml
An Implementation of Model-Agnostic Meta-Learning in PyTorch with Torchmeta
pytorch-meta
A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
RPSnet
Official Implementation of "Random Path Selection for Incremental Learning" paper.
sp-aen.cvpr18
Zero-Shot Visual Recognition using Semantic-Preserving Adversarial Embedding Networks
SPN.pytorch
PyTorch implementation of "Soft Proposal Networks for Weakly Supervised Object Localization", ICCV 2017.