Adobe Research » Publications

Publication date: May 16, 2020

Historical Document Image Binarization – A Review

Springer Nature Computer Science

Chris Tensmeyer, Tony Martinez

Computer Vision, Imaging & Video
Document Intelligence

Publication date: May 14, 2020

Exploiting the Matching Information in the Support Set for Few Shot Event Classification

PAKDD 2020

Viet Lai, Franck Dernoncourt, Thien Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: May 12, 2020

Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition

LREC 2020

Xiaolei Huang, Linzi Xing, Michael J. Paul, Franck Dernoncourt

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: May 12, 2020

A Corpus for Detecting High-Context Clinical Indications in Intensive Care Patient Notes Focusing on Frequently Readmitted Patients

LREC 2020

Edward T. Moseley, Joy T. Wu, Jonathan Welt, John Foote, Patrick D. Tyler, David W. Grant, Eric T. Carlson, Sebastian Gehrmann, Franck Dernoncourt, Leo Anthony Celi

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: May 12, 2020

TutorialVQA: Question Answering Dataset for Tutorial Videos

LREC 2020

Anthony Colas, Seokhwan Kim, Franck Dernoncourt, Siddhesh Gupte, Zhe Wang, Doo Soon Kim

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

Publication date: May 12, 2020

Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural Networks

LREC 2020

David Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: May 7, 2020

SPADE: Streaming PARAFAC2 Decomposition for Large Datasets

SIAM International Conference on Data Mining, (SDM 2020)

Ekta Gurjal, Georgios Theocharous, Evangelos E. Papalexakis

AI & Machine Learning

Publication date: May 4, 2020

Impulse Response Data Augmentation and Deep Neural Networks For Blind Room Acoustic Parameter Estimation

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Nicholas J. Bryan

AI & Machine Learning
Audio

Publication date: May 4, 2020

Few-Shot Sound Event Detection

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Yu Wang, Justin Salamon, Nicholas J. Bryan, Juan Pablo Bello

AI & Machine Learning
Audio

Publication date: May 4, 2020

Disentangled Multidimensional Metric Learning For Music Similarity

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Jongpil Lee, Nicholas J. Bryan, Justin Salamon, Zeyu Jin, Juhan Nam

AI & Machine Learning
Audio

Publication date: May 4, 2020

One-Shot Parametric Audio Production Style Transfer With Application to Frequency Equalization

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Stylianos I. Mimilakis, Nicholas J. Bryan, Paris Smaragdis

AI & Machine Learning
Audio

Publication date: May 4, 2020

Sound Event Detection in Synthetic Domestic Environments

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Romain Serizel, Nicolas Turpault, Ankit Shah, Justin Salamon

AI & Machine Learning
Audio

Publication date: May 4, 2020

Chirping up the Right Tree: Incorporating Biological Taxonomies into Deep Bioacoustic Classifiers

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Jason Cramer, Vincent Lostanlen, Andrew Farnsworth, Justin Salamon, Juan Pablo Bello

AI & Machine Learning
Audio

Publication date: May 4, 2020

Attentive Modality Hopping Mechanism for Speech Emotion Recognition

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

David Seunghyun Yoon, Subhadeep Dey, Hwanhee Lee, Kyomin Jung

AI & Machine Learning
Audio
Natural Language Processing

Publication date: May 1, 2020

Image Morphing with Perceptual Constraints and STN Alignment

Computer Graphics Forum (CGF)

Noa Fish, Richard Zhang, Lilach Perry, Daniel Cohen-Or, Eli Shechtman, Connelly Barnes

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

Publication date: April 27, 2020

Techniques for Flexible Responsive Visualization Design

ACM Human Factors in Computing Systems (CHI)

Jane Hoffswell, Wilmot Li, Leo Zhicheng Liu

Best Paper

Human Computer Interaction

Publication date: April 26, 2020

DiffTaichi: Differentiable Programming for Physical Simulation

International Conference on Learning Representations (ICLR)

Yuanming Hu, Luke Anderson, Tzu-Mao Li, Qi Sun, Nathan Carr, Jonathan Ragan-Kelley, Fredo Durand

Systems & Languages

Publication date: April 25, 2020

Accelerating Adult Readers with Typeface: A Study of Individual Preferences and Effectiveness

ACM CHI Conference on Human Factors in Computing Systems Extended Abstracts (CHI'EA)

Shaun Wallace, Rick Treitman, Jeff Huang, Ben D. Sawyer, Zoya Bylinskii

Document Intelligence
Human Computer Interaction

Publication date: April 25, 2020

Pronto: Rapid Augmented Reality Video Prototyping Using Sketches and Enaction

CHI '20: Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems

Germán Leiva, Cuong Nguyen, Rubaiat Habib, Paul Asente

AR, VR & 360 Photography
Human Computer Interaction

Publication date: April 25, 2020

Decipher: An Interactive Visualization Tool for Interpreting Unstructured Design Feedback from Multiple Providers

Conference on Human Factors in Computing Systems (CHI)

Yu-Chun Grace Yen, Joy Kim, Brian Bailey

Human Computer Interaction

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