koki madono's repositories
aaai-template
latex template for various conferences
AdaBound
An optimizer that trains as fast as Adam and as good as SGD.
AdaBound-Tensorflow
Simple Tensorflow implementation of "Adaptive Gradient Methods with Dynamic Bound of Learning Rate" (ICLR 2019)
BLeSS
Code for paper - D. Temel and G. AlRegib, “BLeSS: Bio-inspired Low-level Spatiochromatic Similarity Assisted Image Quality Assessment “, the IEEE International Conference on Multimedia and Expo , Seattle, USA, Jul. 11-15, 2016.
DNI
CVPR19 - Deep Network Interpolation for Continuous Imagery Effect Transition
Humpback-Whale-Identification-1st-
https://www.kaggle.com/c/humpback-whale-identification
Imagenet32_Scripts
Scripts for Imagenet 32 dataset
kervolution-pytorch
Pytorch Implementation of the Kernel Convolution AKA Kervolution Layer from Kervolutional Neural Networks (https://arxiv.org/pdf/1904.03955.pdf)
Learning-Gumbel-Sinkhorn-Permutations-w-Pytorch
LEARNING LATENT PERMUTATIONS WITH GUMBEL-SINKHORN NETWORKS IMPLEMENTATION WITH PYTORCH
mixup-cifar10
mixup: Beyond Empirical Risk Minimization
myGradientLib
simple C++ auto-differentiation library
optuna
A hyperparameter optimization framework
perm-optim
[ICLR 2019] Learning Representations of Sets through Optimized Permutations
PerSIM
Code for paper - D. Temel and G. AlRegib, "PerSIM: Multi-resolution image quality assessment in the perceptually uniform color domain," 2015 IEEE International Conference on Image Processing (ICIP), Quebec City, QC, 2015, pp. 1682-1686.
pybrisque
A python implementation of BRISQUE Image Quality Assessment
pytorch-auto-augment
PyTorch implementation of AutoAugment.
pytorch-center-loss
Pytorch implementation of Center Loss
pytorch-cifar
95.16% on CIFAR10 with PyTorch
pytorch-fid
A Port of Fréchet Inception Distance (FID score) to PyTorch
pytorch-frechet-inception-distance
A Pytorch Implementation of the Fréchet Inception Distance (FID)
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
pytorch-msssim
PyTorch differentiable Multi-Scale Structural Similarity (MS-SSIM) loss
pytorch-ricap
PyTorch implementation of RICAP (Random Image Cropping And Patching)
pytorch.sngan_projection
An unofficial PyTorch implementation of SNGAN (ICLR 2018) and cGANs with projection discriminator (ICLR 2018).
set_transformer
Pytorch implementation of set transformer
sparsemax-pytorch
Implementation of Sparsemax activation in Pytorch
tensorflow
An Open Source Machine Learning Framework for Everyone
UNIQUE-Unsupervised-Image-Quality-Estimation
This is a demonstration of the algorithm described in the paper "UNIQUE: Unsupervised Image Quality Estimation". Given an original and a distorted image, UNIQUE gives out a score that approximates the perceptual quality of a distorted image.
WideResNet-pytorch
Wide Residual Networks (WideResNets) in PyTorch