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Tianwei Yin's Projects

adet icon adet

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

bmsg-gan icon bmsg-gan

[MSG-GAN] Any body can GAN! Highly stable and robust architecture. Requires little to no hyperparameter tuning.

centernet icon centernet

Object detection, 3D detection, and pose estimation using center point detection:

cleverhans icon cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

deep_mahalanobis_detector icon deep_mahalanobis_detector

Code for the paper "A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks".

det3d-1 icon det3d-1

A general 3D object detection codebse.

fast_adversarial icon fast_adversarial

Code for the CVPR 2019 article "Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses"

fcos icon fcos

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

fixup icon fixup

A Re-implementation of Fixed-update Initialization

guided-denoise icon guided-denoise

The winning submission for NIPS 2017: Defense Against Adversarial Attack of team TSAIL

imgcomp-cvpr icon imgcomp-cvpr

TensorFlow implementation of Conditional Probability Models for Deep Image Compression, published in CVPR 2018

incubator-mxnet icon incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

mmdetection3d icon mmdetection3d

OpenMMLab's next-generation platform for general 3D object detection.

models icon models

Models and examples built with TensorFlow

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