Publications

Publication date: December 7, 2022

Curriculum-guided Abstractive Summarization for Mental Health Online Posts

EMNLP 2022 LOUHI Workshop

Sajad Sotudeh, Nazli Goharian, Hanieh Deilamsalehy, Franck Dernoncourt
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: December 7, 2022

Few-Shot Cross-Lingual Learning for Event Detection

EMNLP 2022 Multilingual Representation Learning workshop

Luis Guzman Nateras, Viet Lai, Franck Dernoncourt, Thien Nguyen
Best paper runner-up
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: December 7, 2022

Agent-specific Deontic Modality Detection in Legal Language

Empirical Methods in Natural Language Processing (EMNLP)

Abhilasha Sancheti, Aparna Garimella, Balaji Vasan Srinivasan, Rachel Rudinger
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: December 6, 2022

Green Coordinates for Triquad Cages in 3D

SIGGRAPH Asia 2022

Jean Thiery, Tamy Boubekeur
  • Adobe Research icon Graphics (2D & 3D)

Publication date: December 6, 2022

MIPNet: Neural Normal-to-Anisotropic-Roughness MIP Mapping

ACM Transactions on Graphics (Proc. SIGGRAPH Asia 2022)

Alban Gauthier, Robin Faury, Jérémy Levallois, Théo Thonat, Jean Thiery, Tamy Boubekeur
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon 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
  • Adobe Research icon Content Intelligence
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon 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
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)
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