Adobe Research » Publications

Publication date: December 2, 2022

Improving cross-modal attention via object detection

NeurIPS 2022 Workshop on All Things Attention

Yongil Kim, Yerin Hwang, David Seunghyun Yoon, Hyeongu Yun, Kyomin Jung

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: December 1, 2022

TileGen: Tileable, Controllable Material Generation and Capture

Siggraph Asia 2022

Xilong Zhou, Miloš Hašan, Valentin Deschaintre, Paul Guerrero, Kalyan Sunkavalli, Nima Kalantari

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

Publication date: December 1, 2022

Readability Research: An Interdisciplinary Approach

Foundations and Trends in Human–Computer Interaction

Sofie Beier, Sam Berlow, Esat Boucaud, Zoya Bylinskii, Tianyuan Cai, Jenae Cohn, Kathy Crowley, Stephanie L. Day, Tilman Dingler, Jonathan Dobres, Jennifer Healey, Rajiv Jain, Marjorie Jordan, Bernard Kerr, Qisheng Li, Dave B. Miller, Susanne Nobles, Alexandra Papoutsaki, Jing Qian, Tina Rezvanian, Shelley Rodrigo, Ben D. Sawyer, Shannon M. Sheppard, Bram Stein, Rick Trietman, Jen Vanek, Shaun Wallace, Benjamin Wolfe

Document Intelligence
Human Computer Interaction
Natural Language Processing

Publication date: November 21, 2022

Demographic-Aware Language Model Fine-tuning as a Bias Mitigation Technique

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (AACL-IJCNLP 2022)

Aparna Garimella, Akhash Amarnath, Rada Mihalcea

Content Intelligence
Natural Language Processing

Publication date: November 2, 2022

CrossA11y: Identifying Video Accessibility Issues via Cross-modal Grounding

UIST 2022

Xingyu "Bruce" Liu, Ruolin Wang, Dingzeyu Li, Xiang "Anthony" Chen, Amy Pavel

Best Paper Award

AI & Machine Learning
Audio
Computer Vision, Imaging & Video
Human Computer Interaction

Publication date: October 28, 2022

Project Primrose: Reflective Light-Diffuser Modules for Non-Emissive Flexible Display Systems

ACM Symposium on User Interface Software and Technology (UIST)

Christine Dierk, TJ Rhodes, Gavin Miller

Human Computer Interaction

Publication date: October 27, 2022

BlobGAN: Spatially Disentangled Scene Representations

European Conference on Computer Vision (ECCV'22)

Dave Epstein, Taesung Park, Richard Zhang, Eli Shechtman, Alexei A. Efros

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 27, 2022

Perceptual Artifacts Localization for Inpainting

European Conference on Computer Vision (ECCV'22)

Lingzhi Zhang, Yuqian Zhou, Connelly Barnes, Sohrab Amirghodsi, Zhe Lin, Eli Shechtman, Jianbo Shi

Oral

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 27, 2022

Any-resolution Training for High-resolution Image Synthesis

European Conference on Computer Vision (ECCV'22)

Lucy Chai, Michaël Gharbi, Eli Shechtman, Philip Isola, Richard Zhang

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 26, 2022

ARF: Artistic Radiance Fields

European Conference on Computer Vision (ECCV'22)

Kai Zhang, Nick Kolkin, Sai Bi, Fujun Luan, Zexiang Xu, Eli Shechtman, Noah Snavely

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

Publication date: October 26, 2022

Inpainting at Modern Camera Resolution by Guided PatchMatch with Auto-Curation

European Conference on Computer Vision (ECCV'22)

Lingzhi Zhang, Connelly Barnes, Kevin Wampler, Sohrab Amirghodsi, Eli Shechtman, Zhe Lin, Jianbo Shi

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 26, 2022

Beyond Subtitles: Captioning and Visualizing Non-speech Sounds to Improve Accessibility of User-Generated Videos

ASSETS 2022

Oliver Alonzo, Hijung Valentina Shin, Dingzeyu Li

AI & Machine Learning
Audio
Graphics (2D & 3D)
Human Computer Interaction

Publication date: October 25, 2022

ChunkyGAN Real Image Inversion via Segments

European Conference on Computer Vision (ECCV'22)

Adela Subrtova, David Futschik, Jan Cech, Michal Lukáč, Eli Shechtman, Daniel Sykora

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

Publication date: October 24, 2022

Controllable Shadow Generation Using Pixel Height Maps

European Conference on Computer Vision (ECCV'22)

Yichen Sheng, Yifan Liu, Jianming Zhang, Wei Yin, A. Cengiz Oztireli, He Zhang, Zhe Lin, Eli Shechtman, Bedrich Benes

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

Publication date: October 23, 2022

CM-GAN: Image Inpainting with Cascaded Modulation GAN and Object-Aware Training

European Conference on Computer Vision (ECCV'22)

Haitian Zheng, Zhe Lin, Jingwan (Cynthia) Lu, Scott Cohen, Eli Shechtman, Connelly Barnes, Jianming Zhang, Ning Xu, Sohrab Amirghodsi, Jiebo Luo

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

Publication date: October 23, 2022

Contrastive Learning for Diverse Disentangled Foreground Generation

European Conference on Computer Vision (ECCV'22)

Yuheng Li, Yijun Li, Jingwan (Cynthia) Lu, Eli Shechtman, Yong Jae Lee, Krishna Kumar Singh

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

Publication date: October 23, 2022

Third Time’s the Charm? Image and Video Editing with StyleGAN3

AIM: Advances in Image Manipulation workshop and challenges at ECCV'22

Yuval Alaluf, Or Patashnik, Zongze Wu, Asif Zamir, Eli Shechtman, Dani Lischinski, Daniel Cohen-Or

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

Publication date: October 23, 2022

Paint2Pix: Interactive Painting based Progressive Image Synthesis and Editing

ECCV 2022

Jaskirat Singh, Liang Zheng, Cameron Smith, Jose Echevarria

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

Publication date: October 23, 2022

Intelli-Paint: Towards Developing More Human-Intelligible Painting Agents

ECCV 2022

Jaskirat Singh, Cameron Smith, Jose Echevarria, Liang Zheng

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

Publication date: October 23, 2022

3D-FM GAN: Towards 3D-Controllable Face Manipulation

European Conference on Computer Vision (ECCV)

Yuchen Liu, Zhixin Shu, Yijun Li, Zhe Lin, Richard Zhang, Sun-Yuan Kung

AI & Machine Learning
Computer Vision, Imaging & Video

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