Siyeong's repositories
Deconstructing-MINE
Official implementation of the paper "Combating the Instability of Mutual Information-based Losses via Regularization" (UAI 2022)
gan_steerability
On the "steerability" of generative adversarial networks
RelativisticGAN
Code for replication of the paper "The relativistic discriminator: a key element missing from standard GAN"
simple_vim_guide
simple vim guide
awesome-deep-hdr
A collection of deep learning based methods for HDR image synthesis
bayes-by-backprop
PyTorch implementation of "Weight Uncertainty in Neural Networks"
bmvc_2019
PyTorch code for our BMVC 2019 paper "Image Classification with Hierarchical Multigraph Networks"
GP-Clustering
Clustering with Gaussian Process Models
mld_crf
Multi-lane detection in urban driving environments using conditional random fields
projectRegularization
Regularization of Building Boundaries using Adversarial and Regularized losses
pydensecrf
Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.
Pytorch-CapsuleNet
An easy-to-follow Pytorch implementation of Hinton's Capsule Network
pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
pytorch-multigpu
Multi GPU Training Code for Deep Learning with PyTorch
simple-faster-rcnn-pytorch
A simplified implemention of Faster R-CNN that replicate performance from origin paper
SuperGlue-pytorch
[SuperGlue: Learning Feature Matching with Graph Neural Networks] This repo includes PyTorch code for training the SuperGlue matching network on top of SIFT keypoints and descriptors.
Superglue-with-Physarum-Dynamics
This repository contains the implementation of SuperGlue with Physarum Dynamics LP solver.
torchdiffeq
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
vadam
Code for ICML 2018 paper on "Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam" by Khan, Nielsen, Tangkaratt, Lin, Gal, and Srivastava
VecRoad
The official repo of the CVPR 2020 paper "VecRoad: Point-based Iterative Graph Exploration for Road Graphs Extraction"