Adobe Research » Publications

Publication date: September 13, 2021

A Unified Batch Selection Policy for Active Metric Learning

ECML-PKDD

Priyadarshini K, Siddhartha Chaudhuri, Vivek Borkar, Subhasis Chaudhuri

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: September 8, 2021

Visual FUDGE: Form Understanding via Dynamic Graph Editing

ICDAR 2021

Brian Davis, Bryan Morse, Brian Price, Chris Tensmeyer, Curtis Wigington

Document Intelligence

Publication date: August 23, 2021

Progressive Discrete Domains for Implicit Surface Reconstruction

SGP 2021

Tong Zhao, Pierre Alliez, Tamy Boubekeur, Laurent Busé, Jean-Marc Thiery

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

Publication date: August 21, 2021

Boundary-Sampled Halfspaces: A New Representation for Constructive Solid Modeling

ACM Transactions on Graphics (Proc. SIGGRAPH)

Xingyi Du, Qingnan Zhou, Nathan Carr, Tao Ju

Graphics (2D & 3D)

Publication date: August 14, 2021

Interactive Audience Expansion On Large Scale Online Visitor Data

ACM SIGKDD Conference on Knowledge Discovery & Data Mining

Gromit Yeuk-Yin Chan, Tung Mai, Anup Rao, Ryan A. Rossi, Fan Du, Claudio T. Silva, Juliana Freire

AI & Machine Learning

Publication date: August 6, 2021

Dynamic Path Reasoning for Measurement Relation Extraction

SemEval 2021

Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: August 4, 2021

Unleash GPT-2 Power for Event Detection

ACL 2021

Amir Pouran Ben Veyseh, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: August 4, 2021

Document-Level Event Argument Extraction via Optimal Transport

ACL 2021

Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Bonan Min, Thien Huu Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: August 4, 2021

TIMERS: Document-level Temporal Relation Extraction

ACL 2021

Puneet Mathur, Rajiv Jain, Franck Dernoncourt, Vlad Morariu, Quan Hung Tran, Dinesh Manocha

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: August 4, 2021

UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning

ACL 2021

Hwanhee Lee, David Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Kyomin Jung

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

Publication date: August 4, 2021

A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding

ACL 2021

Khalil Mrini, Franck Dernoncourt, David Seunghyun Yoon, Trung Bui, Walter Chang, Emilia Farcas, Ndapa Nakashole

AI & Machine Learning
Document Intelligence
Intelligent Agents & Assistants
Natural Language Processing

Publication date: August 4, 2021

PSED: A Dataset for Selecting Emphasis in Presentation Slides

ACL 2021 Findings

Amirreza Shirani, Giai Tran, Hieu Trinh, Franck Dernoncourt, Nedim Lipka, Jose Echevarria, Thamar Solorio, Paul Asente

AI & Machine Learning
Document Intelligence
Intelligent Agents & Assistants
Natural Language Processing

Publication date: August 4, 2021

Syntopical Graphs for Computational Argumentation Tasks

ACL 2021

Joe Barrow, Rajiv Jain, Nedim Lipka, Franck Dernoncourt, Vlad Morariu, Varun Manjunatha, Douglas Oard, Philip Resnik, Henning Wachsmuth

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: August 2, 2021

He is very intelligent, she is very beautiful? On Mitigating Social Biases in Language Modelling and Generation

Findings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021)

Aparna Garimella, Akhash Amarnath, Kiran Kumar, Akash Pramod Yalla, Anandhavelu Natarajan, Niyati Chhaya, Balaji Vasan Srinivasan

Natural Language Processing

Publication date: August 2, 2021

Domain-Aware Dependency Parsing for Questions

Findings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021)

Aparna Garimella, Laura Chiticariu, Yunyao Li

Content Intelligence
Natural Language Processing

Publication date: August 1, 2021

Medial IPC: Accelerated Incremental Potential Contact With Medial Elastics

ACM Transactions on Graphics (SIGGRAPH 2021)

Lei Lan, Yin Yang, Danny Kaufman, Junfeng Yao, Minchen Li, Chenfanfu Jiang

AR, VR & 360 Photography
Graphics (2D & 3D)

Publication date: August 1, 2021

Intersection-free Rigid Body Dynamics

ACM Transactions on Graphics (SIGGRAPH 2021)

Zachary Ferguson, Minchen Li, Teseo Schneider, Francisca Gil-Ureta, Timothy Langlois, Chenfanfu Jiang, Denis Zorin, Danny Kaufman, Daniele Panozzo

AR, VR & 360 Photography
Graphics (2D & 3D)

Publication date: August 1, 2021

Guaranteed Globally Injective 3D Deformation Processing

ACM Transactions on Graphics (SIGGRAPH 2021)

Yu Fang, Minchen Li, Chenfanfu Jiang, Danny Kaufman

AR, VR & 360 Photography
Graphics (2D & 3D)

Publication date: August 1, 2021

Codimensional Incremental Potential Contact

ACM Transactions on Graphics (SIGGRAPH 2021)

Minchen Li, Danny Kaufman, Chenfanfu Jiang

AR, VR & 360 Photography
Graphics (2D & 3D)

Publication date: August 1, 2021

Globally Injective Geometry Optimization with Non‐Injective Steps

Symposium on Geometry Processing 2021

Matthew Overby, Danny Kaufman, Rahul Narain

AR, VR & 360 Photography
Graphics (2D & 3D)

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