Adobe Research » Publications

Publication date: July 1, 2024

Continuous Treatment Effects with Surrogate Outcomes

International Conference on Machine Learning (ICML)

Zhenghao Zeng, David Arbour, Avi Feller, Raghavendra Addanki, Ryan A. Rossi, Ritwik Sinha, Edward H. Kennedy

AI & Machine Learning
Data Intelligence

Publication date: July 1, 2024

On Online Experimentation without Device Identifiers

International Conference on Machine Learning (ICML)

Shiv Shankar, Ritwik Sinha, Madalina Fiterau

AI & Machine Learning
Data Intelligence

Publication date: June 30, 2024

To Authenticity, and Beyond! Building Safe and Fair Generative AI upon the Three Pillars of Provenance

IEEE Computer Graphics and Applications (IEEE CG&A)

Andy Parsons, John Collomosse

AI & Machine Learning
Content Intelligence
Data Intelligence

Publication date: June 25, 2024

MatSynth: A Modern PBR Materials Dataset

CVPR 2024

Giuseppe Vecchio, Valentin Deschaintre

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

Publication date: June 23, 2024

How do video content creation goals impact which concepts people prioritize for generating B-roll imagery?

ACM Conference on Creativity & Cognition

Holly Huey, Mackenzie Leake, Deepali Aneja, Matt Fisher, Judith E. Fan

AI & Machine Learning
Content Intelligence
Human Computer Interaction

Publication date: June 21, 2024

Scaling Up Video Summarization Pretraining with Large Language Models

CVPR 2024

Dawit Mureja Argaw, David Seunghyun Yoon, Fabian Caba Heilbron, Hanieh Deilamsalehy, Trung Bui, Zhaowen Wang, Franck Dernoncourt, Joon Son Chung

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

Publication date: June 21, 2024

MCECR: A Novel Dataset for Multilingual Cross-Document Event Coreference Resolution

NAACL 2024 Findings

Amir Pouran Ben Veyseh, Viet Dac Lai, Chien Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: June 21, 2024

One-step Diffusion with Distribution Matching Distillation

CVPR 2024

Tianwei Yin, Michaël Gharbi, Richard Zhang, Eli Shechtman, Fredo Durand, William T. Freeman, Taesung Park

AI & Machine Learning

Publication date: June 19, 2024

NOPE: Novel Object Pose Estimation from a Single Image

CVPR 2024

Van Nguyen Nguyen, Thibault Groueix, Georgy Ponimatkin, Yinlin Hu, Renaud Marlet, Mathieu Salzmann, Vincent Lepetit

AI & Machine Learning
Computer Vision, Imaging & Video

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 19, 2024

Concept Weaver: Enabling Multi-Concept Fusion in Text-to-Image Models

CVPR 2024

Gihyun Kwon, Simon Jenni, Dingzeyu Li, Joon-Young Lee, Jong Chul Ye, Fabian Caba Heilbron

Computer Vision, Imaging & Video

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