Stars
Repository to create an open textbook about creating open textbooks with Quarto, hosted on GitHub
The LaTeX format for my research statement, which has a right figure column
NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks, CVPR 2022 (Oral)
camera-ready version for github repo release
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
Implementation of ConvMixer for "Patches Are All You Need? 🤷"
Towards Understanding Deep Learning Representations via Interactive Experimentation
Example code snippets and machine learning code for Teachable Machine
Crash course on D3 for interactive visualizations
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
Implementations of orthogonal and semi-orthogonal convolutions in the Fourier domain with applications to adversarial robustness
Pre-trained models, data, code & materials from the paper "ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness" (ICLR 2019 Oral)
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
Vision Transformer (ViT) in PyTorch
A script that applies the AdaIN style transfer method to arbitrary datasets
Corruption and Perturbation Robustness (ICLR 2019)
A simple trivia app for WiCS written in SwiftUI
Tutorial for displaying a hyperlink inside a TextView in an Android app
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
Pipeline for training multiple ResNet models with various parameters
Cyber Hate detection And tracking on Social mEdia