Strategic Object Oriented Reinforcement Learning. - Ramtin Keramati; Jay Whang; Patrick Cho; Emma Brunskill (CoRR, 2018)

Training Variational Autoencoders with Buffered Stochastic Variational Inference. - Rui Shu; Hung H. Bui; Jay Whang; Stefano Ermon (AISTATS, 2019)

Conditional Sampling from Invertible Generative Models with Applications to Inverse Problems. - Erik M. Lindgren; Jay Whang; Alexandros G. Dimakis (CoRR, 2020)

Compressed Sensing with Invertible Generative Models and Dependent Noise. - Jay Whang; Qi Lei; Alexandros G. Dimakis (CoRR, 2020)

Solving Inverse Problems with a Flow-based Noise Model. - Jay Whang; Qi Lei; Alex Dimakis (ICML, 2021)

Composing Normalizing Flows for Inverse Problems. - Jay Whang; Erik M. Lindgren; Alex Dimakis (ICML, 2021)

Neural Distributed Source Coding. - Jay Whang; Anish Acharya; Hyeji Kim; Alexandros G. Dimakis (CoRR, 2021)

Deblurring via Stochastic Refinement. - Jay Whang; Mauricio Delbracio; Hossein Talebi; Chitwan Saharia; Alexandros G. Dimakis; Peyman Milanfar (CVPR, 2022)

Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding. - Chitwan Saharia; William Chan; Saurabh Saxena; Lala Li; Jay Whang; Emily L. Denton; Seyed Kamyar Seyed Ghasemipour; Raphael Gontijo Lopes; Burcu Karagol Ayan; Tim Salimans; Jonathan Ho; David J. Fleet; et al. (NeurIPS, 2022)

Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding. - Chitwan Saharia; William Chan; Saurabh Saxena; Lala Li; Jay Whang; Emily Denton; Seyed Kamyar Seyed Ghasemipour; Burcu Karagol Ayan; S. Sara Mahdavi; Raphael Gontijo Lopes; Tim Salimans; Jonathan Ho; et al. (CoRR, 2022)

Imagen Video: High Definition Video Generation with Diffusion Models. - Jonathan Ho; William Chan; Chitwan Saharia; Jay Whang; Ruiqi Gao; Alexey A. Gritsenko; Diederik P. Kingma; Ben Poole; Mohammad Norouzi 002; David J. Fleet; Tim Salimans (CoRR, 2022)

Model-Based Deep Learning. - Nir Shlezinger; Jay Whang; Yonina C. Eldar; Alexandros G. Dimakis (Proc. IEEE, 2023)

Neural Distributed Source Coding. - Jay Whang; Alliot Nagle; Anish Acharya; Hyeji Kim; Alexandros G. Dimakis (IEEE J. Sel. Areas Inf. Theory, 2024)