Publications

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 19, 2024

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

CVPR 2024

Kenji Enomoto, TJ Rhodes, Brian Price, Gavin Miller
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 19, 2024

Towards Automated Movie Trailer Generation

CVPR 2024

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

Publication date: June 19, 2024

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

CVPR 2024

Supreeth Narasimhaswamy, Uttaran Bhattacharya, Xiang Chen, Ishita Dasgupta, Saayan Mitra, Minh Hoai
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 18, 2024

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

CVPR 2024 HuMoGen Workshop

Uttaran Bhattacharya, Aniket Bera, Dinesh Manocha
  • Adobe Research icon 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, Michaƫl Gharbi
Highlight
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 17, 2024

Synergistic Global-space Camera and Human Reconstruction from Videos

CVPR 2024

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

Publication date: June 17, 2024

ProMark: Proactive Diffusion Watermarking for Causal Attribution

CVPR 2024

Vishal Asnani, John Collomosse, Tu Bui, Xiaoming Liu, Shruti Agarwal
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 17, 2024

Putting the Object Back into Video Object Segmentation

CVPR 2024

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

Publication date: June 17, 2024

FlowTrack: Revisiting Optical Flow for Long-Range Dense Tracking

CVPR 2024

Seokju Cho, Jiahui (Gabriel) Huang, Seungryong Kim, Joon-Young Lee
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 17, 2024

MaGGIe: Masked Guided Gradual Human Instance Matting

CVPR 2024

Chuong Minh Huynh, Seoung Wug Oh, Abhinav Shrivastava, Joon-Young Lee
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 17, 2024

Customization Assistant for Text-to-image Generation

CVPR 2024

Yufan Zhou, Ruiyi Zhang, Jiuxiang Gu, Tong Sun
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 17, 2024

TRINS: Towards Multimodal Language Models that Can Read

CVPR 2024

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

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
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