Adobe Research » Publications

Publication date: October 10, 2021

Dynamic Guidance for Decluttering Photographic Compositions

UIST 2021

Jane L. E, Kevin Y. Zhai, Jose Echevarria, Ohad Fried, Pat Hanrahan, James A. Landay

AI & Machine Learning
Computer Vision, Imaging & Video
Human Computer Interaction

Publication date: October 10, 2021

Time-Equivariant Contrastive Video Representation Learning

International Conference on Computer Vision (ICCV)

Simon Jenni, Hailin Jin

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 5, 2021

Neural Pitch-Shifting and Time-Stretching with Controllable LPCNet

Arxiv

Max Morrison, Zeyu Jin, Nicholas J. Bryan, Juan-Pablo Caceres, Bryan Pardo

AI & Machine Learning
Audio

Publication date: October 1, 2021

Free-viewpoint Indoor Neural Relighting from Multi-view Stereo

ACM Transactions on Graphics (SIGGRAPH 2022)

Julien Philip, Sébastien Morgenthaler, Michaël Gharbi, George Drettakis, Philip

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

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: August 23, 2021

Influence-guided Data Augmentation for Neural Tensor Completion

ACM International Conference on Information and Knowledge Management

Sejoon Oh, Sungchul Kim, Ryan A. Rossi, Srijan Kumar

AI & Machine Learning

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: July 18, 2021

High Confidence Generalization for Reinforcement Learning

Thirty-eighth International Conference on Machine Learning (ICML 2021)

James Kostas, Yash Chandak, Scott M Jordan, Georgios Theocharous, Philip S. Thomas

AI & Machine Learning

Publication date: July 15, 2021

Graph Learning Regularization and Transfer Learning for Few-Shot Event Detection

SIGIR 2021

Viet Dac Lai, Minh Nguyen, Thien Huu Nguyen, Franck Dernoncourt

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: July 15, 2021

Preventing Contrast Effect Exploitation in Recommendations

The 2021 SIGIR Workshop On eCommerce

Chris Nota, Georgios Theocharous, Michelle Saad, Philip S. Thomas

AI & Machine Learning

Publication date: July 2, 2021

Point-Based Neural Rendering with Per-View Optimization

Computer Graphics Forum (EGSR 2021)

Georgios Kopanas, Julien Philip, Thomas Leimkühler, George Drettakis

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

Publication date: June 25, 2021

Learning by Planning: Language-Guided Global Image Editing

CVPR 2021

Jing Shi, Ning Xu, Yihang Xu, Trung Bui, Franck Dernoncourt, Chenliang Xu

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

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