Stars
Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)
ImageNet dataset downloader. Creates a custom dataset by specifying the required number of classes and images in a class.
A Compact Primer on Digital Signal Processing
General Computer Vision Projects
PyTorch implementation of the Complex Steerable Pyramid
Visualize/test models for visual representation by synthesizing images.
Latex templates for submitting the NIH F31 grant
Solve puzzles. Improve your pytorch.
LlamaIndex is a data framework for your LLM applications
Interact with your documents using the power of GPT, 100% privately, no data leaks
A beautiful, simple, clean, and responsive Jekyll theme for academics
A utility for fitting Gabor functions to learned image dictionaries
Distribute and run LLMs with a single file.
Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.
Hierarchical sparse coding / pooling based on PCA dimension reduction
disentanglement_lib is an open-source library for research on learning disentangled representations.
A new adversarial purification method that uses the forward and reverse processes of diffusion models to remove adversarial perturbations.
Efficiently computes derivatives of NumPy code.
Easy generative modeling in PyTorch
"Unsupervised Discovery of Object Landmarks as Structural Representations" Project page: https://www.ytzhang.net/projects/lmdis-rep/