Chitwan Saharia

According to our database, Chitwan Saharia authored at least 20 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Image Super-Resolution via Iterative Refinement.

Chitwan Saharia, Jonathan Ho, William Chan, Tim Salimans, David J. Fleet, Mohammad Norouzi

IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Synthetic Data from Diffusion Models Improves ImageNet Classification.

Shekoofeh Azizi, Simon Kornblith, Chitwan Saharia, Mohammad Norouzi, David J. Fleet

Trans. Mach. Learn. Res., 2023

Denoising Diffusion Probabilistic Models for Robust Image Super-Resolution in the Wild.

Hshmat Sahak, Daniel Watson, Chitwan Saharia, David J. Fleet

CoRR, 2023

Re-Imagen: Retrieval-Augmented Text-to-Image Generator.

Wenhu Chen, Hexiang Hu, Chitwan Saharia, William W. Cohen

Proceedings of the Eleventh International Conference on Learning Representations, 2023

TryOnDiffusion: A Tale of Two UNets.

Luyang Zhu, Dawei Yang, Tyler Zhu, Fitsum Reda, William Chan, Chitwan Saharia, Mohammad Norouzi, Ira Kemelmacher-Shlizerman

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Imagen Editor and EditBench: Advancing and Evaluating Text-Guided Image Inpainting.

Su Wang, Chitwan Saharia, Ceslee Montgomery, Jordi Pont-Tuset, Shai Noy, Stefano Pellegrini, Yasumasa Onoe, Sarah Laszlo, David J. Fleet, Radu Soricut, Jason Baldridge, Mohammad Norouzi, Peter Anderson, William Chan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

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, Noah Constant

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Cascaded Diffusion Models for High Fidelity Image Generation.

Jonathan Ho, Chitwan Saharia, William Chan, David J. Fleet, Mohammad Norouzi, Tim Salimans

J. Mach. Learn. Res., 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, David J. Fleet, Tim Salimans

CoRR, 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, David J. Fleet, Mohammad Norouzi

CoRR, 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

Proceedings of the SIGGRAPH '22: Special Interest Group on Computer Graphics and Interactive Techniques Conference, Vancouver, BC, Canada, August 7, 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, Mohammad Norouzi

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Deblurring via Stochastic Refinement.

Jay Whang, Mauricio Delbracio, Hossein Talebi, Chitwan Saharia, Alexandros G. Dimakis, Peyman Milanfar

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Combating False Negatives in Adversarial Imitation Learning.

Konrad Zolna, Chitwan Saharia, Léonard Boussioux, David Yu-Tung Hui, Maxime Chevalier-Boisvert, Dzmitry Bahdanau, Yoshua Bengio

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Imputer: Sequence Modelling via Imputation and Dynamic Programming.

William Chan, Chitwan Saharia, Geoffrey E. Hinton, Mohammad Norouzi, Navdeep Jaitly

Proceedings of the 37th International Conference on Machine Learning, 2020

Non-Autoregressive Machine Translation with Latent Alignments.

Chitwan Saharia, William Chan, Saurabh Saxena, Mohammad Norouzi

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

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

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

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

Proceedings of the 7th International Conference on Learning Representations, 2019

A Tale of Two Modalities for Video Captioning.

Pankaj Joshi, Chitwan Saharia, Vishwajeet Singh, Digvijaysingh Gautam, Ganesh Ramakrishnan, Preethi Jyothi

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2018

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