Implementation of different class-incremental methods read more of Class Incremental Learning Methods for Visual Tasks

This recurrent neural network model exploits historical data measured from machine sensors to perform inference on future usage and detect possible future faults in the machine itself. Explainability metrics targets sensor groups and are powered by the SH... read more of GRU + SHAP - Explainable Predictive Maintenance for Irregular Multivariate Time Series

This regression model exploits historical data measured from machine sensors to perform inference on future usage and detect possible future faults in the machine itself. Explainability metrics targets sensor groups and are powered by the SHAP library. read more of Facebook Prophet + SHAP - Explainable Predictive Maintenance for Regular Multivariate Time Series

Filter-Pruning of Lightweight Face Detectors Using a Geometric Median Criterion read more of Lightweight Face Detectors

This app identifies whether an audio file is synthetic or real and uses GradCAM saliency maps to visualize the key audio features that influenced its classification. read more of Audio Deepfake Detection with GradCam Saliency Map Explainability

An information flow-preserving knowledge distillation methodology for model compression. read more of InDistill

Provides a framework for learning text-driven generative paths in pre-trained GANs. read more of ContraCLIP: Interpretable GAN generation driven by pairs of contrasting sentences

Provides a framework for anonymizing faces in public datasets using pre-trained GANs. read more of Attribute-preserving Face Dataset Anonymization via Latent Code Optimization

Provides a framework for discovering non-linear interpretable paths in pre-trained GAN latent spaces. read more of WarpedGANSpace: Finding non-linear RBF paths in GAN latent space

Provides a Neural Face Reenactment framework by leveraging the expressiveness of the StyleGAN2’s style space. read more of StyleMask: Disentangling the Style Space of StyleGAN2 for Neural Face Reenactment