Adobe Research » Publications

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 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

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

Fast Natural Language Based Data Exploration with Samples

International Conference on Management of Data (SIGMOD)

Shubham Agarwal, Gromit Yeuk-Yin Chan, Shaddy Garg, Tong Yu, Subrata Mitra

Data Intelligence

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

Publication date: June 18, 2023

Towards Open-World Segmentation of Parts

CVPR 2023

Tai-Yu Pan, Qing Liu, Wei-Lun Chao, Brian Price

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

Unsupervised 3D Shape Reconstruction by Part Retrieval and Assembly

CVPR

Xianghao Xu, Paul Guerrero, Matt Fisher, Siddhartha Chaudhuri, Daniel Ritchie

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

Publication date: June 18, 2023

Language-Guided Audio-Visual Source Separation via Trimodal Consistency

Conference on Computer Vision and Pattern Recognition (CVPR)

Reuben Tan, Arijit Ray, Bryan A. Plummer, Justin Salamon, Oriol Nieto, Bryan Russell, Kate Saenko

Highlight Paper (Top 10%)

AI & Machine Learning
Audio
Computer Vision, Imaging & Video

Publication date: June 18, 2023

Improving Cross-Domain Detection with Self-Supervised Learning

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

Kai Li, Curtis Wigington, Chris Tensmeyer, Vlad Morariu, Handong Zhao, Varun Manjunatha, Nikolaos Barmpalios, Yun Fu

Computer Vision, Imaging & Video
Document Intelligence

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