lionelmessi6410
My goal is to develop robust machine learning to reliably interact with a dynamic and uncertain world.
MIT-IBM AI Watson LabTaiwan
Pinned Repositories
awesome-real-world-adversarial-examples
😎 A curated list of awesome real-world adversarial examples resources
bert-multi-gpu
Multi-GPU version of BERT, implemented with Tensorflow 1.9
Face-Detection-with-a-Sliding-Window
Face detection based on SVM(Support Vector Machine).
Image-Filtering-and-Hybrid-Images
Create a image filtering algorithm and generate hybrid images from two distinct images by filtering them with gaussian filter.
Neural-Networks-from-Scratch
In this tutorial, you will learn the fundamentals of how you can build neural networks without the help of the deep learning frameworks, and instead by using NumPy.
ntga
Code for "Neural Tangent Generalization Attacks" (ICML 2021)
Panorama-Stitching
Create a panorama stitching image based on multiple images.
Scene-Recognition-with-Bag-of-Words
Solve classical computer vision topic, image recognition, with simplest method, tiny images and KNN(K Nearest Neighbor) classification, and then move forward to the state-of-the-art techniques, bags of quantized local features and linear classifiers learned by SVC(support vector classifier).
tensorflow2-cifar
95.76% on CIFAR-10 with TensorFlow2
Runtime-Masking-and-Cleansing
Code for "Adversarial Robustness via Runtime Masking and Cleansing" (ICML 2020)
lionelmessi6410's Repositories
lionelmessi6410/Neural-Networks-from-Scratch
In this tutorial, you will learn the fundamentals of how you can build neural networks without the help of the deep learning frameworks, and instead by using NumPy.
lionelmessi6410/awesome-real-world-adversarial-examples
😎 A curated list of awesome real-world adversarial examples resources
lionelmessi6410/ntga
Code for "Neural Tangent Generalization Attacks" (ICML 2021)
lionelmessi6410/Scene-Recognition-with-Bag-of-Words
Solve classical computer vision topic, image recognition, with simplest method, tiny images and KNN(K Nearest Neighbor) classification, and then move forward to the state-of-the-art techniques, bags of quantized local features and linear classifiers learned by SVC(support vector classifier).
lionelmessi6410/tensorflow2-cifar
95.76% on CIFAR-10 with TensorFlow2
lionelmessi6410/Face-Detection-with-a-Sliding-Window
Face detection based on SVM(Support Vector Machine).
lionelmessi6410/Panorama-Stitching
Create a panorama stitching image based on multiple images.
lionelmessi6410/Image-Filtering-and-Hybrid-Images
Create a image filtering algorithm and generate hybrid images from two distinct images by filtering them with gaussian filter.
lionelmessi6410/bert-multi-gpu
Multi-GPU version of BERT, implemented with Tensorflow 1.9
lionelmessi6410/MSMARCO
Utilities, Baselines, Statistics and Descriptions Related to the MSMARCO DATASET
lionelmessi6410/homework-0
lionelmessi6410/jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
lionelmessi6410/lionelmessi6410.github.io
lionelmessi6410/MyFirstGitHub
lionelmessi6410/WhoStory
3 letters, 3 stories, and there is another one happening between you.