AI Agent Skills

Backtest 1000s of minute-by-minute trading algorithms for training AI with automated pricing data from: IEX, Tradier and FinViz. Datasets and trading performance automat…

Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org

Corruption and Perturbation Robustness (ICLR 2019)

Code to create Stylized-ImageNet, a stylized version of standard ImageNet (ICLR 2019 Oral)

Code for APDrawingGAN: Generating Artistic Portrait Drawings from Face Photos with Hierarchical GANs (CVPR 2019 Oral)

Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019

DevOps methodology & roadmap for a devops developer in 2019. Interesting books to learn new technologies.

Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous Driving (ICCV, 2019)

End-to-end Lane Detection for Self-Driving Cars (ICCV 2019 Workshop)

ICRA 2019 "Self-supervised Sparse-to-Dense: Self-supervised Depth Completion from LiDAR and Monocular Camera"

Monitor smart contracts deployed on blockchain and test against vulnerabilities with Mythril. It was presented at DEFCON 2019.

Predict dense depth maps from sparse and noisy LiDAR frames guided by RGB images. (Ranked 1st place on KITTI) [MVA 2019]

The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6

Official Chainer implementation of GP-GAN: Towards Realistic High-Resolution Image Blending (ACMMM 2019, oral)

台大 計算機安全 - Pwn 簡報、影片、作業題目與解法 - Computer Security Fall 2019 @ CSIE NTU Taiwan

[NeurIPS Workshop 2019] Official code of the paper "Probabilistic 3D Multi-Object Tracking for Autonomous Driving." First Place of the First NuScenes Tracking Challenge…