Adobe Research » Publications

Publication date: March 10, 2023

A Semi-Procedural Convolutional Material Prior

CGF, Eurographics 2023

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

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

Publication date: March 2, 2023

Image as Set of Points

ICLR 2023

Xu Ma, Yuqian Zhou, Huan Wang, Can Qin, Bin Sun, Chang Liu, Yun Fu

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: February 22, 2023

SODA: Protecting Proprietary Information in On-Device Machine Learning Models

ACM/IEEE Symposium on Edge Computing

Akanksha Atrey, Ritwik Sinha, Saayan Mitra, Prashant Shenoy

AI & Machine Learning
Data Intelligence

Publication date: February 14, 2023

DocEdit: Language-guided Document Editing

AAAI 2023

Puneet Mathur, Rajiv Jain, Jiuxiang Gu, Franck Dernoncourt, Dinesh Manocha, Vlad Morariu

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: February 14, 2023

Envisioning the Next-Gen Document Reader

AAAI-23 Workshop on Scientific Document Understanding

Catherine Yeh, Nedim Lipka, Franck Dernoncourt

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

Publication date: February 13, 2023

Personalized Detection of Cognitive Biases in Actions of Users from Their Logs: Anchoring and Recency Biases

AAAI 2023 Workshop AI4BC: AI for Behavior Change

Atanu R Sinha, Navita Goyal, Sunny Dhamnani, Tanay Asija, Raja K Dubey, M V Kaarthik Raja, Georgios Theocharous

AI & Machine Learning
Data Intelligence
Intelligent Agents & Assistants

Publication date: January 6, 2023

LiveSeg: Unsupervised Multimodal Temporal Segmentation of Long Livestream Videos

WACV 2023

Jielin Qiu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Ding Zhao, Hailin Jin

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

Publication date: January 6, 2023

LayerDoc: Layer-wise Extraction of Spatial Hierarchical Structure in Visually-Rich Documents

WACV 2023

Puneet Mathur, Rajiv Jain, Ashutosh Mehra, Jiuxiang Gu, Franck Dernoncourt, Anandhavelu Natarajan, Quan Hung Tran, Verena Kaynig-Fittkau, Ani Nenkova, Dinesh Manocha, Vlad Morariu

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

Publication date: January 4, 2023

Layout Representation Learning with Spatial and Structural Hierarchies

AAAI Conference on Artificial Intelligence (AAAI)

Yue Bai, Dipu Manandhar, Zhaowen Wang, John Collomosse, Yun Fu

AI & Machine Learning
Document Intelligence

Publication date: January 4, 2023

Audio-Visual Contrastive Learning with Temporal Self-Supervision

AAAI Conference on Artificial Intelligence (AAAI)

Simon Jenni, Alexander Black, John Collomosse, John Collomosse

AI & Machine Learning
Computer Vision, Imaging & Video
Content Intelligence

Publication date: January 4, 2023

Video Manipulations Beyond Faces: A Dataset with Human-Machine Analysis

IEEE/CVF Winter Conf. on Applications of Computer Vision (WACV-W)

Trisha Mittal, Ritwik Sinha, Vishy Swaminathan, John Collomosse, Dinesh Manocha

AI & Machine Learning
Computer Vision, Imaging & Video
Content Intelligence

Publication date: January 3, 2023

GeoFill: Reference-Based Image Inpainting with Better Geometric Understanding

WACV 2023

Yunhan Zhao, Connelly Barnes, Yuqian Zhou, Eli Shechtman, Sohrab Amirghodsi, Charless Fowlkes

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

Publication date: January 2, 2023

Splatting-based Synthesis for Video Frame Interpolation

IEEE Winter Conference on Applications of Computer Vision

Simon Niklaus, Ping Hu, Jiawen Chen

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: December 20, 2022

User-Entity Differential Privacy in Learning Natural Language Models

2022 IEEE International Conference on Big Data

Phung Lai, NhatHai Phan, Tong Sun, Rajiv Jain, Franck Dernoncourt, Jiuxiang Gu, Nikolaos Barmpalios

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: December 17, 2022

Collaborative Filtering Guided Deep Reinforcement Learning for Sequential Recommendations

IEEE Initernational Conference on Big Data

Vahid Azizi, Saayan Mitra, Xiang Chen

AI & Machine Learning

Publication date: December 16, 2022

Root Cause Analysis of Failures in Microservices through Causal Discovery

Advances in Neural Information Processing Systems (Neurips)

Azam Ikram, Sarthak Chakraborty, Subrata Mitra, Shiv Saini, Saurabh Bagchi, Murat Kocaoglu

AI & Machine Learning
Systems & Languages

Publication date: December 14, 2022

Automated Acoustic Monitoring Captures Timing and Intensity of Bird Migration

Journal of Applied Ecology

Benjamin M. Van Doren, Vincent Lostanlen, Aurora Cramer, Justin Salamon, Adriaan Dokter, Steve Kelling, Juan Pablo Bello, Andrew Farnsworth

AI & Machine Learning
Audio

Publication date: December 11, 2022

MEE: A Novel Multilingual Event Extraction Dataset

EMNLP 2022

Amir Pouran Ben Veyseh, Javid Ebrahimi, Franck Dernoncourt, Thien Huu Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: December 11, 2022

DocFin: Multimodal Financial Prediction and Bias Mitigation using Semi-structured Documents

Findings of EMNLP 2022

Puneet Mathur, Mihir Goyal, Ramit Sawhney, Ritik Mathur, Jochen L. Leidner, Franck Dernoncourt, Dinesh Manocha

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: December 11, 2022

Simple Questions Generate Named Entity Recognition Datasets

EMNLP 2022

Hyunjae Kim, Jaehyo Yoo, David Seunghyun Yoon, Jinhyuk Lee, Jaewoo Kang

AI & Machine Learning
Document Intelligence
Natural Language Processing

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