Adobe Research » Publications

Publication date: June 19, 2024

GigaPose: Fast and Robust Novel Object Pose Estimation via One Correspondence

CVPR 2024

Van Nguyen Nguyen, Thibault Groueix, Mathieu Salzmann, Vincent Lepetit

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 19, 2024

TutteNet: Injective 3D Deformations by Composition of 2D Mesh Deformations

CVPR 2024

Bo Sun, Thibault Groueix, Chen Song, Qixing Huang, Noam Aigerman

CVPR Highlight

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

Publication date: June 19, 2024

Learning Continuous 3D Words for Text-to-Image Generation

CVPR 2024

Ta-Ying Cheng, Matheus Gadelha, Thibault Groueix, Matt Fisher, Radomír Měch, Andrew Markham, Niki Trigoni

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 19, 2024

VecFusion: Vector Font Generation with Diffusion

CVPR 2024

Vikas Thamizharasan, Difan Liu, Shantanu Agarwal, Matt Fisher, Michaël Gharbi, Oliver Wang, Alec Jacobson, Evangelos Kalogerakis

CVPR Highlight

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

Publication date: June 19, 2024

Bayes’ Rays: Uncertainty Quantification for Neural Radiance Fields

CVPR 2024

Lily Goli, Cody Reading, Silvia Sellán, Alec Jacobson, Andrea Tagliasacchi

CVPR Highlight

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

Publication date: June 19, 2024

Personalized Residuals for Concept-Driven Text-to-Image Generation

CVPR 2024

Cusuh Ham, Matt Fisher, James Hays, Nick Kolkin, Yuchen Liu, Richard Zhang, Tobias Hinz

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 19, 2024

PolarMatte: Fully Computational Ground-Truth-Quality Alpha MatteExtraction for Images and Video using Polarized Screen Matting

CVPR 2024

Kenji Enomoto, TJ Rhodes, Brian Price, Gavin Miller

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

Publication date: June 19, 2024

SNED: Superposition Network Architecture Search for Efficient Video Diffusion Model

CVPR 2024

Zhengang Li, Yan Kang, Yuchen Liu, Difan Liu, Tobias Hinz, Feng Liu, Yanzhi Wang

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 19, 2024

NECA: Neural Customizable Human Avatar

CVPR 2024

Junjin Xiao, Qing Zhang, Zhan Xu, Wei-Shi Zheng

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

Publication date: June 19, 2024

MAGICK: A Large-scale Captioned Dataset from Matting Generated Images using Chroma Keying

CVPR 2024

Ryan Burgert, Brian Price, Jason Kuen, Yijun Li, Michael Ryoo

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 18, 2024

Image Neural Field Diffusion Models

CVPR 2024

Yinbo Chen, Oliver Wang, Richard Zhang, Eli Shechtman, Xiaolong Wang, Michaël Gharbi

Highlight

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 17, 2024

Generative Rendering: Controllable 4D-Guided Video Generation with 2D Diffusion Models

CVPR 2024

Shengqu Cai, Duygu Ceylan, Matheus Gadelha, Chun-Hao Paul Huang, Tuanfeng Y. Wang, Gordon Wetzstein

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

Publication date: June 17, 2024

Diffusion Handles: Enabling 3D Edits for Diffusion Models by Lifting Activations to 3D

CVPR 2024

Karran Pandey, Paul Guerrero, Matheus Gadelha, Yannick Hold-Geoffroy, Karan Singh, Niloy J. Mitra

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

Publication date: June 17, 2024

SmartMask: Context Aware High-Fidelity Mask Generation for Fine-grained Object Insertion and Layout Control

CVPR 2024

Jaskirat Singh, Jianming Zhang, Qing Liu, Cameron Smith, Zhe Lin, Liang Zheng

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 17, 2024

UniHuman: A Unified Model for Editing Human Images in the Wild

CVPR 2024

Nannan Li, Qing Liu, Krishna Kumar Singh, Yilin Wang, Jianming Zhang, Bryan A Plummer, Zhe Lin

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 17, 2024

Video-P2P: Video Editing with Cross-attention Control

CVPR 2024

Shaoteng Liu, Yuechen Zhang, Wenbo Li, Zhe Lin, Jiaya Jia

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 17, 2024

Holo-Relighting: Controllable Volumetric Portrait Relighting from a Single Image

CVPR 2024

Yiqun Mei, Yu Zeng, He Zhang, Zhixin Shu, Xuaner Zhang, Sai Bi, Jianming Zhang, HyunJoon Jung, Vishal M. Patel

AI & Machine Learning
AR, VR & 360 Photography
Computer Vision, Imaging & Video

Publication date: June 17, 2024

MeLFusion: Synthesizing Music from Image and Language Cues using Diffusion Models

CVPR 2024

Sanjoy Chowdhury, Sayan Nag, Joseph K J, Balaji Vasan Srinivasan, Dinesh Manocha

CVPR Highlight

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 17, 2024

IMPRINT: Generative Object Compositing by Learning Identity-Preserving Representation

CVPR 2024

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

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 17, 2024

AT-EDM: Attention-Driven Training-Free Efficiency Enhancement of Diffusion Models

CVPR 2024

Hongjie Wang, Difan Liu, Yan Kang, Yijun Li, Zhe Lin, Niraj K. Jha, Yuchen Liu

AI & Machine Learning
Computer Vision, Imaging & Video

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