BabyAI: First Steps Towards Grounded Language Learning With a Human In the Loop. - Maxime Chevalier-Boisvert; Dzmitry Bahdanau; Salem Lahlou; Lucas Willems; Chitwan Saharia; Thien Huu Nguyen; Yoshua Bengio (CoRR, 2018)

A Tale of Two Modalities for Video Captioning. - Pankaj Joshi; Chitwan Saharia; Vishwajeet Singh; Digvijaysingh Gautam; Ganesh Ramakrishnan; Preethi Jyothi (ICCV Workshops, 2019)

BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning. - Maxime Chevalier-Boisvert; Dzmitry Bahdanau; Salem Lahlou; Lucas Willems; Chitwan Saharia; Thien Huu Nguyen; Yoshua Bengio (ICLR (Poster), 2019)

Combating False Negatives in Adversarial Imitation Learning (Student Abstract). - Konrad Zolna; Chitwan Saharia; Léonard Boussioux; David Yu-Tung Hui; Maxime Chevalier-Boisvert; Dzmitry Bahdanau; Yoshua Bengio (AAAI, 2020)

Non-Autoregressive Machine Translation with Latent Alignments. - Chitwan Saharia; William Chan; Saurabh Saxena; Mohammad Norouzi 002 (EMNLP (1), 2020)

Imputer: Sequence Modelling via Imputation and Dynamic Programming. - William Chan; Chitwan Saharia; Geoffrey E. Hinton; Mohammad Norouzi 002; Navdeep Jaitly (ICML, 2020)

Combating False Negatives in Adversarial Imitation Learning. - Konrad Zolna; Chitwan Saharia; Léonard Boussioux; David Yu-Tung Hui; Maxime Chevalier-Boisvert; Dzmitry Bahdanau; Yoshua Bengio (IJCNN, 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)

Palette: Image-to-Image Diffusion Models. - Chitwan Saharia; William Chan; Huiwen Chang; Chris A. Lee; Jonathan Ho; Tim Salimans; David J. Fleet; Mohammad Norouzi 002 (SIGGRAPH (Conference Paper Track), 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)

Cascaded Diffusion Models for High Fidelity Image Generation. - Jonathan Ho; Chitwan Saharia; William Chan; David J. Fleet; Mohammad Norouzi 002; Tim Salimans (J. Mach. Learn. Res., 2022)

Character-Aware Models Improve Visual Text Rendering. - Rosanne Liu; Dan Garrette; Chitwan Saharia; William Chan; Adam Roberts; Sharan Narang; Irina Blok; RJ Mical; Mohammad Norouzi 002; Noah Constant (ACL (1), 2023)

Imagen Editor and EditBench: Advancing and Evaluating Text-Guided Image Inpainting. - Su Wang 001; Chitwan Saharia; Ceslee Montgomery; Jordi Pont-Tuset; Shai Noy; Stefano Pellegrini; Yasumasa Onoe; Sarah Laszlo; David J. Fleet; Radu Soricut; Jason Baldridge; Mohammad Norouzi 002; et al. (CVPR, 2023)

TryOnDiffusion: A Tale of Two UNets. - Luyang Zhu; Dawei Yang; Tyler Zhu; Fitsum Reda; William Chan; Chitwan Saharia; Mohammad Norouzi 002; Ira Kemelmacher-Shlizerman (CVPR, 2023)

Re-Imagen: Retrieval-Augmented Text-to-Image Generator. - Wenhu Chen; Hexiang Hu; Chitwan Saharia; William W. Cohen (ICLR, 2023)

Denoising Diffusion Probabilistic Models for Robust Image Super-Resolution in the Wild. - Hshmat Sahak; Daniel Watson; Chitwan Saharia; David J. Fleet (CoRR, 2023)

Synthetic Data from Diffusion Models Improves ImageNet Classification. - Shekoofeh Azizi; Simon Kornblith; Chitwan Saharia; Mohammad Norouzi 002; David J. Fleet (Trans. Mach. Learn. Res., 2023)

Image Super-Resolution via Iterative Refinement. - Chitwan Saharia; Jonathan Ho; William Chan; Tim Salimans; David J. Fleet; Mohammad Norouzi 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)