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Sangwoong Yoon's Projects

onnx2keras icon onnx2keras

Convert ONNX model graph to Keras model format.

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

pis icon pis

[ICLR 2022] Path integral sampler

pod_compare icon pod_compare

Code for our paper titled: "A Review and Comparative Study on Probabilistic Object Detection in Autonomous Driving"

projsplx icon projsplx

A pure Numpy implementation of the simplex projection algorithm presented in (Chen and Ye, 2011)

provable-ood-detection icon provable-ood-detection

Guarantees on the behavior of neural networks don't always have to come at the cost of performance.

pyod icon pyod

A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-made icon pytorch-made

MADE (Masked Autoencoder Density Estimation) implementation in PyTorch

pytorch-metric-learning icon pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

pytorch-studiogan icon pytorch-studiogan

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

sft-pg icon sft-pg

Code for "Optimizing DDPM Sampling with Shortcut Fine-Tuning" (https://arxiv.org/abs/2301.13362), ICML 2023

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