Huiwen Chang

Huiwen Chang

Princeton University

H-index: 24

North America-United States

About Huiwen Chang

Huiwen Chang, With an exceptional h-index of 24 and a recent h-index of 23 (since 2020), a distinguished researcher at Princeton University, specializes in the field of Deep generative models.

His recent articles reflect a diverse array of research interests and contributions to the field:

Stablerep: Synthetic images from text-to-image models make strong visual representation learners

Machine-Learned Models for Imperceptible Message Watermarking in Videos

Learning Articulated Shape Reconstruction from Imagery

Styledrop: Text-to-image synthesis of any style

Zoom agnostic watermark extraction

Vq3d: Learning a 3d-aware generative model on imagenet

DVMark: a deep multiscale framework for video watermarking

Leveraging Unpaired Data for Vision-Language Generative Models via Cycle Consistency

Huiwen Chang Information

University

Position

___

Citations(all)

3293

Citations(since 2020)

3113

Cited By

555

hIndex(all)

24

hIndex(since 2020)

23

i10Index(all)

33

i10Index(since 2020)

33

Email

University Profile Page

Princeton University

Google Scholar

View Google Scholar Profile

Huiwen Chang Skills & Research Interests

Deep generative models

Top articles of Huiwen Chang

Title

Journal

Author(s)

Publication Date

Stablerep: Synthetic images from text-to-image models make strong visual representation learners

NeurIPS 2023

Yonglong Tian

Lijie Fan

Phillip Isola

Huiwen Chang

Dilip Krishnan

2023/6/1

Machine-Learned Models for Imperceptible Message Watermarking in Videos

2024/1/18

Learning Articulated Shape Reconstruction from Imagery

2024/1/11

Styledrop: Text-to-image synthesis of any style

Advances in Neural Information Processing Systems

Kihyuk Sohn

Lu Jiang

Jarred Barber

Kimin Lee

Nataniel Ruiz

...

2024/2/13

Zoom agnostic watermark extraction

2023/10/12

Vq3d: Learning a 3d-aware generative model on imagenet

Kyle Sargent

Jing Yu Koh

Han Zhang

Huiwen Chang

Charles Herrmann

...

2023

DVMark: a deep multiscale framework for video watermarking

IEEE Transactions on Image Processing

Xiyang Luo

Yinxiao Li

Huiwen Chang

Ce Liu

Peyman Milanfar

...

2023

Leveraging Unpaired Data for Vision-Language Generative Models via Cycle Consistency

arXiv preprint arXiv:2310.03734

Tianhong Li

Sangnie Bhardwaj

Yonglong Tian

Han Zhang

Jarred Barber

...

2023/10/5

Magvit: Masked generative video transformer

Lijun Yu

Yong Cheng

Kihyuk Sohn

José Lezama

Han Zhang

...

2023

StraIT: Non-autoregressive Generation with Stratified Image Transformer

arXiv preprint arXiv:2303.00750

Shengju Qian

Huiwen Chang

Yuanzhen Li

Zizhao Zhang

Jiaya Jia

...

2023/3/1

Learning disentangled prompts for compositional image synthesis

arXiv preprint arXiv:2306.00763

Kihyuk Sohn

Albert Shaw

Yuan Hao

Han Zhang

Luisa Polania

...

2023/6/1

Mage: Masked generative encoder to unify representation learning and image synthesis

Tianhong Li

Huiwen Chang

Shlok Mishra

Han Zhang

Dina Katabi

...

2023

Muse: Text-to-image generation via masked generative transformers

arXiv preprint arXiv:2301.00704

Huiwen Chang

Han Zhang

Jarred Barber

AJ Maschinot

Jose Lezama

...

2023/1/2

Styledrop: Text-to-image generation in any style

arXiv preprint arXiv:2306.00983

Kihyuk Sohn

Nataniel Ruiz

Kimin Lee

Daniel Castro Chin

Irina Blok

...

2023/6/1

Imagic: Text-based real image editing with diffusion models

Bahjat Kawar

Shiran Zada

Oran Lang

Omer Tov

Huiwen Chang

...

2023

Improve Supervised Representation Learning with Masked Image Modeling

arXiv preprint arXiv:2312.00950

Kaifeng Chen

Daniel Salz

Huiwen Chang

Kihyuk Sohn

Dilip Krishnan

...

2023/12/1

Predictor-Corrector Sampling for Discrete Diffusion Models

José Lezama

Tim Salimans

Lu Jiang

Huiwen Chang

Jonathan Ho

...

2023

Soundini: Sound-guided diffusion for natural video editing

arXiv preprint arXiv:2304.06818

Seung Hyun Lee

Sieun Kim

Innfarn Yoo

Feng Yang

Donghyeon Cho

...

2023/4/13

Visual prompt tuning for generative transfer learning

Kihyuk Sohn

Huiwen Chang

José Lezama

Luisa Polania

Han Zhang

...

2023

Systems and methods for inpainting images at increased resolution

2023/10/12

See List of Professors in Huiwen Chang University(Princeton University)