Timur Garipov's starred repositories
deep-image-prior
Image restoration with neural networks but without learning.
torchdiffeq
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
loss-landscape
Code for visualizing the loss landscape of neural nets
pytorch-classification
Classification with PyTorch.
RelativisticGAN
Code for replication of the paper "The relativistic discriminator: a key element missing from standard GAN"
WeightStandardization
Standardizing weights to accelerate micro-batch training
wide-resnet.pytorch
Best CIFAR-10, CIFAR-100 results with wide-residual networks using PyTorch
swa_gaussian
Code repo for "A Simple Baseline for Bayesian Uncertainty in Deep Learning"
fastswa-semi-sup
Improving Consistency-Based Semi-Supervised Learning with Weight Averaging
rl_with_resets
JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"
fullbatchtraining
Training vision models with full-batch gradient descent and regularization
conveyor-detection
"Deep Hough Transform for Semantic Line Detection" (ECCV 2020, PAMI 2021) adaptation for the conveyor detection problem