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xxia-kathy's Projects

deepexplain icon deepexplain

A unified framework of perturbation and gradient-based attribution methods for Deep Neural Networks interpretability. DeepExplain also includes support for Shapley Values sampling. (ICLR 2018)

efficientnet icon efficientnet

Implementation of EfficientNet model. Keras and TensorFlow Keras.

eventbus icon eventbus

A lightweight and very fast event bus / event framework for C++17

flux_cpp icon flux_cpp

Pure C++17 header only implementation of the Facebook Flux-like pattern

models icon models

Models and examples built with TensorFlow

noisystudent icon noisystudent

Code for Noisy Student Training. https://arxiv.org/abs/1911.04252

open3d icon open3d

Open3D: A Modern Library for 3D Data Processing

open3d-ml icon open3d-ml

An extension of Open3D to address 3D Machine Learning tasks

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

slowfast icon slowfast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

spade-pytorch icon spade-pytorch

PyTorch implementation of "Sub-Image Anomaly Detection with Deep Pyramid Correspondences"

tpu icon tpu

Reference models and tools for Cloud TPUs.

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