Adobe Research » Publications

Publication date: September 22, 2023

Flow: Per-instance Personalized Federated Learning

Advances in Neural Information Processing Systems 36 (NeurIPS)

Kunjal Panchal, Sunav Choudhary, Nisarg Parikh, Lijun Zhang, Hui Guan

AI & Machine Learning
Systems & Languages

Publication date: September 14, 2023

ESRO: Experience Assisted Service Reliability against Outages

Automated Software Engineering (ASE)

Sarthak Chakraborty, Shubham Agarwal, Shaddy Garg, Abhimanyu Sethia, Udit Narayan Pandey, Videh Aggarwal, Shiv Saini

AI & Machine Learning
Data Intelligence
Systems & Languages

Publication date: August 24, 2023

Efficient Spoken Language Recognition Via Multilabel Classification

Interspeech 2023

Oriol Nieto, Zeyu Jin, Franck Dernoncourt, Justin Salamon

AI & Machine Learning
Audio

Publication date: August 24, 2023

Boosting Punctuation Restoration with Data Generation and Reinforcement Learning

Interspeech 2023

Viet Lai, Abel Salinas, Hao Tan, Trung Bui, Quan Hung Tran, David Seunghyun Yoon, Hanieh Deilamsalehy, Franck Dernoncourt, Thien Nguyen

AI & Machine Learning
Natural Language Processing

Publication date: August 24, 2023

Combining Heterogeneous Structures for Event Causality Identification

Interspeech 2023

Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: August 21, 2023

Sketch Recognition via Part-based Hierarchical Analogical Learning

32nd International Joint Conference on Artificial Intelligence (IJCAI)

Kezhen Chen, Kenneth Forbus, Balaji Vasan Srinivasan, Niyati Chhaya, Madeline Usher

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: August 8, 2023

Diffusion Image Analogies

SIGGRAPH 2023

Adéla Šubrtová, Michal Lukáč, Jan Čech, David Futschik, Eli Shechtman, Daniel Sýkora

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

Publication date: August 7, 2023

Ciallo: the next-generation vector paint program

SIGGRAPH 2023 talk

Shen Ciao, Li-Yi Wei

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

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

AI & Machine Learning
AR, VR & 360 Photography
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: August 6, 2023

Modulating Pretrained Diffusion Models for Multimodal Image Synthesis

SIGGRAPH 2023

Cusuh Ham, James Hays, Jingwan (Cynthia) Lu, Krishna Kumar Singh, Zhifei Zhang, Tobias Hinz

AI & Machine Learning
Computer Vision, Imaging & Video

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

AI & Machine Learning
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

AI & Machine Learning
Computer Vision, Imaging & Video
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

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

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

Publication date: July 23, 2023

MesoGen: Designing Procedural On-surface Stranded Mesostructures

SIGGRAPH 2023

Élie Michel, Tamy Boubekeur

Graphics (2D & 3D)

Publication date: July 23, 2023

Polynomial 2D Green Coordinates for Polygonal Cages

SIGGRAPH 2023

Élie Michel, Jean Thiery

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

AI & Machine Learning
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

AI & Machine Learning
Document Intelligence
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

AI & Machine Learning
Content Intelligence
Natural Language Processing

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