Ricky T. Q. Chen
Publications by Year
Research Areas
Generative Adversarial Networks and Image Synthesis, Model Reduction and Neural Networks, Adversarial Robustness in Machine Learning, Neural Networks and Applications, Stochastic Gradient Optimization Techniques
Most-Cited Works
- → Neural Ordinary Differential Equations(2018)566 cited
- → FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative\n Models(2018)320 cited
- Latent Ordinary Differential Equations for Irregularly-Sampled Time Series(2019)
- Invertible Residual Networks(2019)
- → Latent ODEs for Irregularly-Sampled Time Series(2019)151 cited
- → Isolating Sources of Disentanglement in Variational Autoencoders(2018)145 cited
- Residual Flows for Invertible Generative Modeling(2019)
- → Scalable Gradients for Stochastic Differential Equations(2020)108 cited