PyTorch Implementation of Make-An-Audio (ICML'23) with a Text-to-Audio Generative Model

Remaining Useful Life estimation and sensor data generation by VAE and diffusion model on C-MAPSS dataset.

Research logs, notes, and links for Professor Singh's 2023-2024 ERSP project.

ComfyUI extension for advanced manipulation with latent

Space Model framework that allows for maintaining generalizability, and enhances the performance on the downstream task by utilizing task-specific context attribution. It is an external LLM layer, that improves accuracy in classification task for multiple datasets, such as HateXplain, IMDB movies reviews and more.

Supplementary material for the paper "Lightweight Multitask Learning for Robust JND Prediction using Latent Space and Reconstructed Frames", IEEE TCSVT, 2024.

Code for the paper "Getting a CLUE: A Method for Explaining Uncertainty Estimates"

Latent web browser

Source code and supplementary material for DIRAC: Diffusion-Based Representation Learning for Modality-Agnostic Compositionality

Variational Autoencoder

Visualizing the knowledge of Large Language AI models

Project for the course "Deep Learning" - UniTS

Official pytorch implementation of the paper: "An Edit Friendly DDPM Noise Space: Inversion and Manipulations". CVPR 2024.

A playground for image generation using diffusion models

GANalyzer: Analysis and Manipulation of GANs Latent Space for Controllable Face Synthesis

Code/supplement for the paper "Approaching an unknown communication system by latent space exploration and causal inference"

LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA accuracy

Exploring the use of Adversarial Constrained Autoencoder Interpolation (ACAI) to improve the quality of latent space for 3D human pose representation using the h36m dataset.

Official PyTorch implementation of the paper: Flow Matching in Latent Space

3DGANTex: 3D Face Reconstruction with StyleGAN3-based Texture Synthesis from Multi-View Images