Pinned Repositories
CIO
Computational Intelligence Optimization
Deconstructing-MINE
Official implementation of the paper "Combating the Instability of Mutual Information-based Losses via Regularization" (UAI 2022)
Deep_Recursive_HDRI
ENAS-pytorch
PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"
gan_steerability
On the "steerability" of generative adversarial networks
HDR-imaging
An implementation of "Paul E. Debevec, Jitendra Malik, Recovering High Dynamic Range Radiance Maps from Photographs, SIGGRAPH 1997."
hdr_vds_dataset
Image-Segmentation-MRF
Reinforcement_Learning
강화학습에 대한 기본적인 알고리즘 구현
RelativisticGAN
Code for replication of the paper "The relativistic discriminator: a key element missing from standard GAN"
Siyeong-Lee's Repositories
Siyeong-Lee/Deep_Recursive_HDRI
Siyeong-Lee/Deconstructing-MINE
Official implementation of the paper "Combating the Instability of Mutual Information-based Losses via Regularization" (UAI 2022)
Siyeong-Lee/CIO
Computational Intelligence Optimization
Siyeong-Lee/deep-hist
PyTorch implementation of Histogram Layers from DeepHist: Differentiable Joint and Color Histogram Layers for Image-to-Image Translation
Siyeong-Lee/gan_steerability
On the "steerability" of generative adversarial networks
Siyeong-Lee/hdr_vds_dataset
Siyeong-Lee/RelativisticGAN
Code for replication of the paper "The relativistic discriminator: a key element missing from standard GAN"
Siyeong-Lee/simple_vim_guide
simple vim guide
Siyeong-Lee/awesome-deep-hdr
A collection of deep learning based methods for HDR image synthesis
Siyeong-Lee/bayes-by-backprop
PyTorch implementation of "Weight Uncertainty in Neural Networks"
Siyeong-Lee/bmvc_2019
PyTorch code for our BMVC 2019 paper "Image Classification with Hierarchical Multigraph Networks"
Siyeong-Lee/DetNAS
Siyeong-Lee/dgcnn
Siyeong-Lee/GP-Clustering
Clustering with Gaussian Process Models
Siyeong-Lee/KernelGAN
Siyeong-Lee/mixmatch
Siyeong-Lee/mld_crf
Multi-lane detection in urban driving environments using conditional random fields
Siyeong-Lee/mtheme
A modern LaTeX Beamer theme
Siyeong-Lee/projectRegularization
Regularization of Building Boundaries using Adversarial and Regularized losses
Siyeong-Lee/pydensecrf
Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.
Siyeong-Lee/Pytorch-CapsuleNet
An easy-to-follow Pytorch implementation of Hinton's Capsule Network
Siyeong-Lee/pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
Siyeong-Lee/pytorch-multigpu
Multi GPU Training Code for Deep Learning with PyTorch
Siyeong-Lee/rotograd
Official Pytorch's implementation of RotoGrad
Siyeong-Lee/simple-faster-rcnn-pytorch
A simplified implemention of Faster R-CNN that replicate performance from origin paper
Siyeong-Lee/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.
Siyeong-Lee/Superglue-with-Physarum-Dynamics
This repository contains the implementation of SuperGlue with Physarum Dynamics LP solver.
Siyeong-Lee/torchdiffeq
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
Siyeong-Lee/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
Siyeong-Lee/VecRoad
The official repo of the CVPR 2020 paper "VecRoad: Point-based Iterative Graph Exploration for Road Graphs Extraction"