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Publications

Publication date: June 19, 2024

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

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Cusuh Ham, Matt Fisher, James Hays, Nick Kolkin, Yuchen Liu, Richard Zhang, Tobias Hinz
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
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Publication date: June 19, 2024

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

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Kenji Enomoto, TJ Rhodes, Brian Price, Gavin Miller
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)
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Publication date: June 19, 2024

SNED: Superposition Network Architecture Search for Efficient Video Diffusion Model

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Zhengang Li, Yan Kang, Yuchen Liu, Difan Liu, Tobias Hinz, Feng Liu, Yanzhi Wang
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
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Publication date: June 19, 2024

NECA: Neural Customizable Human Avatar

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Junjin Xiao, Qing Zhang, Zhan Xu, Wei-Shi Zheng
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)
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Publication date: June 19, 2024

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

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Ryan Burgert, Brian Price, Jason Kuen, Yijun Li, Michael Ryoo
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
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Publication date: June 19, 2024

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

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Gihyun Kwon, Simon Jenni, Dingzeyu Li, Joon-Young Lee, Jong Chul Ye, Fabian Caba Heilbron
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  • Adobe Research icon Computer Vision, Imaging & Video
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Publication date: June 19, 2024

Towards Automated Movie Trailer Generation

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Dawit Mureja Argaw, Mattia Soldan, Alejandro Pardo, Chen Zhao, Fabian Caba Heilbron, Joon Son Chung, Bernard Ghanem
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  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence
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Publication date: June 19, 2024

HanDiffuser: Text-to-Image Generation With Realistic Hand Appearances

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Supreeth Narasimhaswamy, Uttaran Bhattacharya, Xiang Chen, Ishita Dasgupta, Saayan Mitra, Minh Hoai
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  • Adobe Research icon Computer Vision, Imaging & Video
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Publication date: June 18, 2024

Speech2UnifiedExpressions: Synchronous Synthesis of Co-Speech Affective Face and Body Expressions from Affordable Inputs

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Uttaran Bhattacharya, Aniket Bera, Dinesh Manocha
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  • Adobe Research icon Computer Vision, Imaging & Video
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Publication date: June 18, 2024

Image Neural Field Diffusion Models

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Yinbo Chen, Oliver Wang, Richard Zhang, Eli Shechtman, Xiaolong Wang, Michaƫl Gharbi
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
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Publication date: June 17, 2024

Synergistic Global-space Camera and Human Reconstruction from Videos

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Yizhou Zhao, Tuanfeng Y. Wang, Bhiksha Raj, Min Xu, Jimei Yang, Chun-Hao Paul Huang
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  • Adobe Research icon Computer Vision, Imaging & Video
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Publication date: June 17, 2024

ProMark: Proactive Diffusion Watermarking for Causal Attribution

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Vishal Asnani, John Collomosse, Tu Bui, Xiaoming Liu, Shruti Agarwal
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  • Adobe Research icon Computer Vision, Imaging & Video
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Publication date: June 17, 2024

Putting the Object Back into Video Object Segmentation

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Ho Kei Cheng, Seoung Wug Oh, Brian Price, Joon-Young Lee, Alexander Schwing
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  • Adobe Research icon Computer Vision, Imaging & Video
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Publication date: June 17, 2024

FlowTrack: Revisiting Optical Flow for Long-Range Dense Tracking

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Seokju Cho, Jiahui (Gabriel) Huang, Seungryong Kim, Joon-Young Lee
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  • Adobe Research icon Computer Vision, Imaging & Video
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Publication date: June 17, 2024

MaGGIe: Masked Guided Gradual Human Instance Matting

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Chuong Minh Huynh, Seoung Wug Oh, Abhinav Shrivastava, Joon-Young Lee
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  • Adobe Research icon Computer Vision, Imaging & Video
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Publication date: June 17, 2024

Customization Assistant for Text-to-image Generation

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Yufan Zhou, Ruiyi Zhang, Jiuxiang Gu, Tong Sun
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  • Adobe Research icon Computer Vision, Imaging & Video
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Publication date: June 17, 2024

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

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Shengqu Cai, Duygu Ceylan, Matheus Gadelha, Chun-Hao Paul Huang, Tuanfeng Y. Wang, Gordon Wetzstein
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)
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Publication date: June 17, 2024

TRINS: Towards Multimodal Language Models that Can Read

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Ruiyi Zhang, Yanzhe Zhang, Jian Chen, Yufan Zhou, Jiuxiang Gu, Changyou Chen, Tong Sun
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  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing
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Publication date: June 17, 2024

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

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Karran Pandey, Paul Guerrero, Matheus Gadelha, Yannick Hold-Geoffroy, Karan Singh, Niloy J. Mitra
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)
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Publication date: June 17, 2024

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

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Jaskirat Singh, Jianming Zhang, Qing Liu, Cameron Smith, Zhe Lin, Liang Zheng
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  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
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