Adobe Research » Publications

Publication date: June 17, 2024

InstantBooth: Personalized Text-to-Image Generation without Test-Time Finetuning

Conference on Computer Vision and Pattern Recognition (CVPR)

Jing Shi, Wei Xiong, Zhe Lin, Hyun Joon Jung

AI & Machine Learning
Computer Vision, Imaging & Video
Natural Language Processing

Publication date: June 16, 2024

PARASOL: Parametric Style Control for Diffusion Image Synthesis

Computer Vision and Pattern Recognition (CVPRW) Workshop on Women in Computer Vision (WiCV)

Gemma Canet Tarres, Dan Ruta, Tu Bui, John Collomosse

AI & Machine Learning
Computer Vision, Imaging & Video
Content Intelligence

Publication date: June 1, 2024

Text2HOI: Text-guided 3D Motion Generation for Hand-Object Interaction

IEEE Computer Vision and Pattern Recognition (CVPR) 2024

Junuk Cha, Jihyeon Kim, Seungryul Baek, Jae Shin Yoon

AI & Machine Learning
AR, VR & 360 Photography
Graphics (2D & 3D)

Publication date: July 17, 2023

Meta-Personalizing Vision-Language Models to Find Named Instances in Video

Computer Vision and Pattern Recognition (CVPR)

Chun-Hsiao Yeh, Bryan Russell, Josef Sivic, Fabian Caba Heilbron, Simon Jenni

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 22, 2023

Improving Visual Grounding by Encouraging Consistent Gradient-based Explanations

CVPR 2023

Ziyan Yang, Kushal Kafle, Franck Dernoncourt, Vicente Ordonez

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 22, 2023

Multi-Concept Customization of Text-to-Image Diffusion

Computer Vision and Pattern Recognition (CVPR'23)

Nupur Kumari, Bingliang Zhang, Richard Zhang, Eli Shechtman, Jun-Yan Zhu

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: June 22, 2023

Scaling up GANs for Text-to-Image Synthesis

Computer Vision and Pattern Recognition (CVPR'23)

Minguk Kang, Jun-Yan Zhu, Richard Zhang, Jaesik Park, Eli Shechtman, Sylvain Paris, Taesung Park

Highlight

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: June 21, 2023

EKILA: Synthetic Media Provenance and Attribution for Generative Art

CVPR Workshop on Media Forensics (CVPRW)

Kar Balan, Shruti Agarwal, Simon Jenni, Andy Parsons, Andrew Gilbert, John Collomosse

AI & Machine Learning
Computer Vision, Imaging & Video
Content Intelligence

Publication date: June 21, 2023

Semi-supervised Parametric Real-world Image Harmonization

Computer Vision and Pattern Recognition (CVPR'23)

Ke Wang, Michaël Gharbi, He Zhang, Zhihao Xia, Eli Shechtman, Shechtman

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: June 21, 2023

Domain Expansion of Image Generators

Computer Vision and Pattern Recognition (CVPR'23)

Yotam Nitzan, Michaël Gharbi, Richard Zhang, Taesung Park, Jun-Yan Zhu, Daniel Cohen-Or, Eli Shechtman

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: June 20, 2023

SceneComposer: Any-Level Semantic Image Synthesis

Computer Vision and Pattern Recognition (CVPR)

Yu Zeng, Zhe Lin, Jianming Zhang, Qing Liu, John Collomosse, Jason Kuen, Vishal M. Patel

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: June 20, 2023

Automatic High Resolution Wire Segmentation and Removal

Computer Vision and Pattern Recognition (CVPR'23)

Mang Tik Chiu, Xuaner Zhang, Zijun Wei, Yuqian Zhou, Eli Shechtman, Connelly Barnes, Zhe Lin, Florian Kainz, Sohrab Amirghodsi, Humphrey Shi, Shechtman

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 20, 2023

Realistic Saliency Guided Image Enhancement

Computer Vision and Pattern Recognition (CVPR'23)

S. Mahdi H. Miangoleh, Zoya Bylinskii, Eric Kee, Eli Shechtman, Yagiz Yaksoy

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: June 20, 2023

SimpSON: Simplifying Photo Cleanup With Single-Click Distracting Object Segmentation Network

Computer Vision and Pattern Recognition (CVPR'23)

Chuong Huynh, Yuqian Zhou, Zhe Lin, Connelly Barnes, Eli Shechtman, Sohrab Amirghodsi, Abhinav Shrivastava

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 18, 2023

ObjectStitch: Generative Object Compositing

CVPR 2023

Yizhi Song, Zhifei Zhang, Zhe Lin, Scott Cohen, Brian Price, Jianming Zhang, Soo Ye Kim, Daniel Aliaga

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: June 18, 2023

RoSteALS: Robust Steganography using Autoencoder Latent Space

CVPR Workshop on Media Forensics (CVPRW)

Tu Bui, Shruti Agarwal, Ning Yu, John Collomosse

AI & Machine Learning
Computer Vision, Imaging & Video
Content Intelligence

Publication date: June 18, 2023

MIME: Human-Aware 3D Scene Generation

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Hongwei Yi, Chun-Hao (Paul) Huang, Shashank Tripathi, Lea Hering, Justus Thies, Michael J. Black

AI & Machine Learning
Graphics (2D & 3D)

Publication date: June 18, 2023

Normal-guided Garment UV Prediction for Human Re-texturing

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Yasamin Jafarian, Tuanfeng Y. Wang, Duygu Ceylan, Jimei Yang, Nathan Carr, Yi Zhou, Hyun Soo Park

Highlight (10% of accepted papers, 2.5% of submissions)

AI & Machine Learning
AR, VR & 360 Photography
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: June 18, 2023

Blowing in the Wind: CycleNet for Human Cinemagraphs from Still Images

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Hugo Bertiche, Niloy J. Mitra, Kuldeep Kulkarni, Chun-Hao Paul Huang, Tuanfeng Y. Wang, Meysam Madadi, Sergio Escalera, Duygu Ceylan

AI & Machine Learning
Computer Vision, Imaging & Video
Content Intelligence
Graphics (2D & 3D)

Publication date: June 18, 2023

GamutMLP: A Lightweight MLP for Color Loss Recovery

CVPR 2023

Hoang Le, Brian Price, Scott Cohen, Michael Brown

Computer Vision, Imaging & Video

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