Publications

Publication date: August 7, 2023

Ciallo: the next-generation vector paint program

SIGGRAPH 2023 talk

Shen Ciao, Li-Yi Wei
  • Adobe Research icon Graphics (2D & 3D)

Publication date: August 6, 2023

Variational Shape Reconstruction via Quadric Error Metrics

SIGGRAPH 2023

Tong Zhao, Laurent Buse, David Cohen-Steiner, Tamy Boubekeur, Jean Thiery, Pierre Alliez
  • Adobe Research icon Graphics (2D & 3D)

Publication date: August 6, 2023

Making a Digital Double of Alan Shepard’s Space Suit

SIGGRAPH 2023 Talk

Romain ROUFFET, Megan Dattoria, Jamie Cope, Jon Blundell, Vincent Rossi, Tamy Boubekeur
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon AR, VR & 360 Photography
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: August 1, 2023

PhotoMat: A Material Generator Learned from Single Flash Photos

Siggraph 2023

Xilong Zhou, Miloš Hašan, Valentin Deschaintre, Paul Guerrero, Yannick Hold-Geoffroy, Kalyan Sunkavalli, Nima Khademi Kalantari
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: August 1, 2023

Materialistic: Selecting Similar Materials in Images

Siggraph 2023

Prafull Sharma, Julien Philip, Michaël Gharbi, William T Freeman, Fredo Durand, Valentin Deschaintre
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: August 1, 2023

The Visual Language of Fabrics

Siggraph 2023

Valentin Deschaintre, Julia Guerrero-Viu, Diego Gutierrez, Tamy Boubekeur, Belen Masia
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon Natural Language Processing

Publication date: August 1, 2023

Generating Procedural Materials from Text or Image Prompts

Siggraph 2023

Yiwei Hu, Paul Guerrero, Miloš Hašan, Holly Rushmeier, Valentin Deschaintre
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 23, 2023

MesoGen: Designing Procedural On-surface Stranded Mesostructures

SIGGRAPH 2023

Élie Michel, Tamy Boubekeur
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 23, 2023

Polynomial 2D Green Coordinates for Polygonal Cages

SIGGRAPH 2023

Élie Michel, Jean Thiery
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 23, 2023

Flash: Concept Drift Adaptation in Federated Learning

Proceedings of the 40th International Conference on Machine Learning (ICML)

Kunjal Panchal, Sunav Choudhary, Subrata Mitra, Koyel Mukherjee, Somdeb Sarkhel, Saayan Mitra, Hui Guan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Systems & Languages

Publication date: July 14, 2023

Generating Labeled Data for Relation Extraction: A Meta Learning Approach with Joint GPT-2 Training

Findings of ACL 2023

Amir Pouran Ben Veyseh, Franck Dernoncourt, Bonan Min, Thien Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: July 14, 2023

SCCS: Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment

Findings of ACL 2023

Jielin Qiu, Jiacheng Zhu, Mengdi Xu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Bo Li, Ding Zhao and Hailin Jin
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: July 14, 2023

Hybrid Knowledge Transfer for Improved Cross-Lingual Event Detection via Hierarchical Sample Selection

ACL 2023

Luis Fernando Guzman Nateras, Franck Dernoncourt, Thien Huu Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: July 14, 2023

MeetingBank: A Benchmark Dataset for Meeting Summarization

ACL 2023

Yebowen Hu, Tim Ganter, Hanieh Deilamsalehy, Franck Dernoncourt, Hassan Foroosh, Fei Liu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: July 10, 2023

MeetingQA: Extractive Question-Answering on Meeting Transcripts

ACL 2023

Archiki Prasad, Trung Bui, David Seunghyun Yoon, Hanieh Deilamsalehy, Franck Dernoncourt, Mohit Bansal
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: July 10, 2023

Automatic Creation of Named Entity Recognition Datasets by Querying Phrase Representations

ACL 2023

Hyunjae Kim, Jaehyo Yoo, David Seunghyun Yoon, Jaewoo Kang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: July 1, 2023

Floaters No More: Radiance Field Gradient Scaling for Improved Near-Camera Training

EGSR 2023

Julien Philip, Valentin Deschaintre
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 23, 2023

Reinforced approximate exploratory data analysis

Proceedings of the AAAI Conference on Artificial Intelligence (AAAI)

Shaddy Garg, Subrata Mitra, Tong Yu, Yash Gadhia, Arjun Kashettiwar
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Systems & Languages

Publication date: June 22, 2023

Scaling up GANs for Text-to-Image Synthesis

Computer Vision and Pattern Recognition (CVPR'23)

Minguk Kang, Jun-Yan Zhu, Richard Zhang, Jaesik Park, Eli Shechtman, Sylvain Paris, Taesung Park
Highlight
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 22, 2023

Improving Visual Grounding by Encouraging Consistent Gradient-based Explanations

CVPR 2023

Ziyan Yang, Kushal Kafle, Franck Dernoncourt, Vicente Ordonez
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
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