Adobe Research » Publications

Publication date: October 23, 2023

Socrates: Data Story Generation via Adaptive Machine-Guided Elicitation of User Feedback

IEEE VIS 2023

Guande Wu, Shunan Guo, Jane Hoffswell, Gromit Yeuk-Yin Chan, Ryan A. Rossi, Eunyee Koh

Data Intelligence
Human Computer Interaction

Publication date: October 21, 2023

Delivery Optimized Discovery in Behavioral User Segmentation under Budget Constraint

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management (CIKM)

Harshita Chopra, Atanu R Sinha, Sunav Choudhary, Ryan A. Rossi, Paavan Kumar Indela, Veda Pranav Parwatala, Srinjayee Paul, Aurghya Maiti

AI & Machine Learning
Data Intelligence

Publication date: October 21, 2023

The Role of Unattributed Behavior Logs in Predictive User Segmentation

ACM International Conference on Information and Knowledge Management (CIKM)

Atanu R Sinha, Harshita Chopra, Aurghya Maiti, Atishay Ganesh, Sarthak Kapoor, Saili Myana, Saurabh Mahapatra

AI & Machine Learning
Data Intelligence

Publication date: October 18, 2023

How Small Businesses Transform PDF Agreements into Action

CSCW 2023 Posters

Jianna So, Nedim Lipka, Alexa F Siu, Ryan A. Rossi, Franck Dernoncourt

AI & Machine Learning
Document Intelligence
Human Computer Interaction
Natural Language Processing

Publication date: October 10, 2023

PaperToPlace: Transforming Instruction Documents into Spatialized and Context-Aware Mixed Reality Experiences

ACM UIST 2023

Chen Chen, Cuong Nguyen, Jane Hoffswell, Jennifer Healey, Trung Bui, Nadir Weibel

AR, VR & 360 Photography
Human Computer Interaction

Publication date: October 10, 2023

PoseVEC: Authoring Adaptive Pose-aware Effects using Visual Programming and Demonstrations

ACM UIST 2023

Yongqi Zhang, Cuong Nguyen, Rubaiat Habib, Lap-Fai Yu

AR, VR & 360 Photography
Human Computer Interaction

Publication date: October 6, 2023

Moment Detection in Long Tutorial Videos

ICCV 2023

Ioana Croitoru, Simion-Vlad Bogolin, Samuel Albanie, Yang Liu, Zhaowen Wang, David Seunghyun Yoon, Franck Dernoncourt, Hailin Jin, Trung Bui

AI & Machine Learning
Computer Vision, Imaging & Video
Natural Language Processing

Publication date: October 6, 2023

Learning Navigational Visual Representations with Semantic Map Supervision

ICCV 2023

Yicong Hong, Yang Zhou, Ruiyi Zhang, Franck Dernoncourt, Trung Bui, Stephen Gould, Hao Tan

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 5, 2023

Ablating Concepts in Text-to-Image Diffusion Models

International Conference on Computer Vision (ICCV'23)

Nupur Kumari, Bingliang Zhang, Sheng-Yu Wang, Eli Shechtman, Richard Zhang, Jun-Yan Zhu

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 4, 2023

Pix2Video: Video Editing using Image Diffusion

International Conference on Computer Vision (ICCV)

Duygu Ceylan, Chun-Hao Paul Huang, Niloy J. Mitra

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

Publication date: October 4, 2023

Perceptual Artifacts Localization for Image Synthesis Tasks

International Conference on Computer Vision (ICCV'23)

Lingzhi Zhang, Zhengjie Xu, Connelly Barnes, Yuqian Zhou, Qing Liu, He Zhang, Zhe Lin, Sohrab Amirghodsi, Eli Shechtman, Jianbo Shi

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 3, 2023

WhatsNext: Guidance-enriched Exploratory Data Analysis with Interactive, Low-Code Notebooks

IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)

Chen Chen, Jane Hoffswell, Shunan Guo, Ryan A. Rossi, Gromit Yeuk-Yin Chan, Fan Du, Eunyee Koh, Leo Zhicheng Liu

Data Intelligence
Human Computer Interaction

Publication date: October 2, 2023

A-STAR: Test-time Attention Segregation and Retention for Text-to-image Synthesis

International Conference on Computer Vision (ICCV)

Aishwarya Agarwal, Srikrishna Karanam, Joseph K J, Apoorv Saxena, Koustava Goswami, Balaji Vasan Srinivasan

Computer Vision, Imaging & Video

Publication date: October 2, 2023

VADER: Video Alignment Differencing and Retrieval

International Conference on Computer Vision (ICCV)

Alex Black, Simon Jenni, Tu Bui, Mehrab Tanjim, Stefano Petrangeli, Ritwik Sinha, Vishy Swaminathan

AI & Machine Learning
Content Intelligence

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

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