ncem

Tensorflow Implementation of Knowledge-Guided CVAE for dialog generation ACL 2017. It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU

Tensorflow implementation of conditional variational auto-encoder for MNIST

DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents

Knowledge-graph-based cell-cell communication inference for spatially resolved transcriptomic data

Conditional out-of-distribution prediction

The official implementation of "Hierarchical Latent Structure for Multi-Modal Vehicle Trajectory Forecasting" presented in ECCV2022.

Code for our paper "VaPar Synth - A Variational Parametric Model for Audio Synthesis"

Code for Generalization Guarantees for (Multi-Modal) Imitation Learning

An interactive demonstration of using a deep conditional variational autoencoder to generate synthetic MNIST style handwriting digit