Stars
Production-ready platform for agentic workflow development.
Official repository for "ARoFace: Alignment Robustness to Improve Low-Quality Face Recognition" ECCV24
This is the implementation of our CVPR'23 paper On the Pitfall of Mixup for Uncertainty Calibration. In the paper, we conduct a series of empirical studies showing the calibration issue of Mixup, a…
This is the official repository of "eDifFIQA: Towards Efficient Face Image Quality Assessment based on Denoising Diffusion Probabilistic Models" accepted in IEEE TBIOM (Transactions on Biometrics, …
The implementation of "Mixup Induced Domain Extrapolation for Domain Generalization"
AudioLDM: Generate speech, sound effects, music and beyond, with text.
Full-frequency dynamic convolution: a physical frequency-dependent convolution for sound event detection
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
A Python library for audio data augmentation. Useful for making audio ML models work well in the real world, not just in the lab.
The official repository for our paper "Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks". We develop a method for analyzing emerging functional modulari…
LPIPS metric. pip install lpips
ADRepository: Real-world anomaly detection datasets, including tabular data (categorical and numerical data), time series data, graph data, image data, and video data.
Layer-wise Relevance Propagation
A utility for generating heatmaps of YOLOv8 using Layerwise Relevance Propagation (LRP/CRP).
PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882
Unofficial implementation of AE-Flow, an anomaly detection model for medical images
Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.
Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
Implementation of Layerwise Relevance Propagation for heatmapping "deep" layers
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Automatic architecture search and hyperparameter optimization for PyTorch
Best practice and tips & tricks to write scientific papers in LaTeX, with figures generated in Python or Matlab.
Experiments for the Neural Autoregressive Flows paper