Chitwan Saharia

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 32

Top Topics

Image Inpainting

Diffusion Model

Top Venues

Publications

Chitwan Saharia, Jonathan Ho, William Chan, Tim Salimans, David J. Fleet, Mohammad Norouzi
Image Super-Resolution via Iterative Refinement. IEEE Trans. Pattern Anal. Mach. Intell. 45 (4) (2023)
Hshmat Sahak, Daniel Watson, Chitwan Saharia, David J. Fleet
Denoising Diffusion Probabilistic Models for Robust Image Super-Resolution in the Wild. CoRR (2023)
Shekoofeh Azizi, Simon Kornblith, Chitwan Saharia, Mohammad Norouzi, David J. Fleet
Synthetic Data from Diffusion Models Improves ImageNet Classification. Trans. Mach. Learn. Res. 2023 (2023)
Luyang Zhu, Dawei Yang, Tyler Zhu, Fitsum Reda, William Chan, Chitwan Saharia, Mohammad Norouzi, Ira Kemelmacher-Shlizerman
TryOnDiffusion: A Tale of Two UNets. CVPR (2023)
Rosanne Liu, Dan Garrette, Chitwan Saharia, William Chan, Adam Roberts, Sharan Narang, Irina Blok, RJ Mical, Mohammad Norouzi, Noah Constant
Character-Aware Models Improve Visual Text Rendering. ACL (1) (2023)
Luyang Zhu, Dawei Yang, Tyler Zhu, Fitsum Reda, William Chan, Chitwan Saharia, Mohammad Norouzi, Ira Kemelmacher-Shlizerman
TryOnDiffusion: A Tale of Two UNets. CoRR (2023)
Shekoofeh Azizi, Simon Kornblith, Chitwan Saharia, Mohammad Norouzi, David J. Fleet
Synthetic Data from Diffusion Models Improves ImageNet Classification. CoRR (2023)
Wenhu Chen, Hexiang Hu, Chitwan Saharia, William W. Cohen
Re-Imagen: Retrieval-Augmented Text-to-Image Generator. ICLR (2023)
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
Imagen Editor and EditBench: Advancing and Evaluating Text-Guided Image Inpainting. CVPR (2023)
Chitwan Saharia, William Chan, Saurabh Saxena, Lala Li, Jay Whang, Emily Denton, Seyed Kamyar Seyed Ghasemipour, Burcu Karagol Ayan, S. Sara Mahdavi, Rapha Gontijo Lopes, Tim Salimans, Jonathan Ho, David J. Fleet, Mohammad Norouzi
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding. CoRR (2022)
Rosanne Liu, Dan Garrette, Chitwan Saharia, William Chan, Adam Roberts, Sharan Narang, Irina Blok, RJ Mical, Mohammad Norouzi, Noah Constant
Character-Aware Models Improve Visual Text Rendering. CoRR (2022)
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
Imagen Editor and EditBench: Advancing and Evaluating Text-Guided Image Inpainting. CoRR (2022)
Jonathan Ho, Chitwan Saharia, William Chan, David J. Fleet, Mohammad Norouzi, Tim Salimans
Cascaded Diffusion Models for High Fidelity Image Generation. J. Mach. Learn. Res. 23 (2022)
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
Imagen Video: High Definition Video Generation with Diffusion Models. CoRR (2022)
Wenhu Chen, Hexiang Hu, Chitwan Saharia, William W. Cohen
Re-Imagen: Retrieval-Augmented Text-to-Image Generator. CoRR (2022)
Chitwan Saharia, William Chan, Huiwen Chang, Chris A. Lee, Jonathan Ho, Tim Salimans, David J. Fleet, Mohammad Norouzi
Palette: Image-to-Image Diffusion Models. SIGGRAPH (Conference Paper Track) (2022)
Jay Whang, Mauricio Delbracio, Hossein Talebi, Chitwan Saharia, Alexandros G. Dimakis, Peyman Milanfar
Deblurring via Stochastic Refinement. CVPR (2022)
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
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding. NeurIPS (2022)
Jonathan Ho, Chitwan Saharia, William Chan, David J. Fleet, Mohammad Norouzi, Tim Salimans
Cascaded Diffusion Models for High Fidelity Image Generation. CoRR (2021)
Jay Whang, Mauricio Delbracio, Hossein Talebi, Chitwan Saharia, Alexandros G. Dimakis, Peyman Milanfar
Deblurring via Stochastic Refinement. CoRR (2021)
Chitwan Saharia, Jonathan Ho, William Chan, Tim Salimans, David J. Fleet, Mohammad Norouzi
Image Super-Resolution via Iterative Refinement. CoRR (2021)
Konrad Zolna, Chitwan Saharia, Léonard Boussioux, David Yu-Tung Hui, Maxime Chevalier-Boisvert, Dzmitry Bahdanau, Yoshua Bengio
Combating False Negatives in Adversarial Imitation Learning. IJCNN (2021)
Chitwan Saharia, William Chan, Huiwen Chang, Chris A. Lee, Jonathan Ho, Tim Salimans, David J. Fleet, Mohammad Norouzi
Palette: Image-to-Image Diffusion Models. CoRR (2021)
Chitwan Saharia, William Chan, Saurabh Saxena, Mohammad Norouzi
Non-Autoregressive Machine Translation with Latent Alignments. EMNLP (1) (2020)
Chitwan Saharia, William Chan, Saurabh Saxena, Mohammad Norouzi
Non-Autoregressive Machine Translation with Latent Alignments. CoRR (2020)
William Chan, Chitwan Saharia, Geoffrey E. Hinton, Mohammad Norouzi, Navdeep Jaitly
Imputer: Sequence Modelling via Imputation and Dynamic Programming. ICML (2020)
William Chan, Chitwan Saharia, Geoffrey E. Hinton, Mohammad Norouzi, Navdeep Jaitly
Imputer: Sequence Modelling via Imputation and Dynamic Programming. CoRR (2020)
Konrad Zolna, Chitwan Saharia, Léonard Boussioux, David Yu-Tung Hui, Maxime Chevalier-Boisvert, Dzmitry Bahdanau, Yoshua Bengio
Combating False Negatives in Adversarial Imitation Learning (Student Abstract). AAAI (2020)
Konrad Zolna, Chitwan Saharia, Léonard Boussioux, David Yu-Tung Hui, Maxime Chevalier-Boisvert, Dzmitry Bahdanau, Yoshua Bengio
Combating False Negatives in Adversarial Imitation Learning. CoRR (2020)
Maxime Chevalier-Boisvert, Dzmitry Bahdanau, Salem Lahlou, Lucas Willems, Chitwan Saharia, Thien Huu Nguyen, Yoshua Bengio
BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning. ICLR (Poster) (2019)
Pankaj Joshi, Chitwan Saharia, Vishwajeet Singh, Digvijaysingh Gautam, Ganesh Ramakrishnan, Preethi Jyothi
A Tale of Two Modalities for Video Captioning. ICCV Workshops (2019)
Maxime Chevalier-Boisvert, Dzmitry Bahdanau, Salem Lahlou, Lucas Willems, Chitwan Saharia, Thien Huu Nguyen, Yoshua Bengio
BabyAI: First Steps Towards Grounded Language Learning With a Human In the Loop. CoRR (2018)