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ais

Annealed Importance Sampling (AIS) for generative models.

apd_public

Code for "Adversarial Distillation of Bayesian Neural Network Posteriors" https://arxiv.org/abs/1806.10317

bdmc

PyTorch implementation of Bidirectional Monte Carlo, Annealed Importance Sampling, and Hamiltonian Monte Carlo

cinic-10

A drop-in replacement for CIFAR-10.

cleverhans

A library for benchmarking vulnerability to adversarial examples

closerlookfewshot

source code to ICLR'19, 'A Closer Look at Few-shot Classification'

data-efficient-gans

Differentiable Augmentation for Data-Efficient GAN Training

dci-knn

Fast k-Nearest Neighbour Search using Dynamic Continuous Indexing (DCI)

everybodydancenow

Motion Retargeting Video Subjects

fs-ood

Kuan-Chieh Wang, Paul Vicol, Eleni Triantafillou, Richard Zemel. (2020). “Few-shot Out-of-Distribution Detection.” (ICML) Workshop on Uncertainty and Robustness in Deep Learning

glamr

[CVPR 2022 Oral] Official PyTorch Implementation of "GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras”.

glow-pytorch

Simple, extendable, easy to understand Glow implementation in PyTorch

group_dro

Distributionally robust neural networks for group shifts

improved_wgan_training

Code for reproducing experiments in "Improved Training of Wasserstein GANs"

inn

Code for the ICCV 2017 paper "Introspective Neural Networks for Generative Modeling"

insightface_pytorch

Pytorch0.4.1 codes for InsightFace

mixmatch

motion-diffusion-model

The official PyTorch implementation of the paper "Human Motion Diffusion Model"

nemo-cvpr2023

[CVPR 2023 Highlight] Official implementation of "NeMo: 3D Neural Motion Fields from Multiple Video Instances of the Same Action"

neural-statistician

PyTorch Implementation of Neural Statistician

normalizing_flows

Pytorch implementations of density estimation algorithms: BNAF, Glow, MAF, RealNVP, planar flows

nvae

The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)

pytorch-fid

A Port of Fréchet Inception Distance (FID score) to PyTorch

releasing-research-code

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

resnet

Modified from the original tensorflow version.

robustness

Corruption and Perturbation Robustness (ICLR 2019)

sgld-presentation-supp

sportvu

ssl-cluster

work in progres.....

ssl_bad_gan

Good Semi-Supervised Learning That Requires a Bad GAN