Adobe Research » Publications

Publication date: November 18, 2020

Rethinking Self-Attention: Towards Interpretability in Neural Parsing

EMNLP Findings 2020

Khalil Mrini, Franck Dernoncourt, Quan Hung Tran, Trung Bui, Walter Chang, Ndapa Nakashole

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: November 18, 2020

STL-CQA: Structure-based Transformers with Localization and Encoding for Chart Question Answering

EMNLP 2020

Hrituraj Singh, Sumit Shekhar

Computer Vision, Imaging & Video
Document Intelligence
Natural Language Processing

Publication date: November 18, 2020

Incorporating Stylistic Lexical Preferences in Generative Language Models

EMNLP Findings 2020

Hrituraj Singh, Gaurav Verma, Balaji Vasan Srinivasan

Natural Language Processing

Publication date: November 6, 2020

Toward Quantifying Ambiguities in Artistic Images

ACM Transactions on Applied Perception (TAP)

Xi Wang, Zoya Bylinskii, Aaron Hertzmann, Robert Pepperell

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

Publication date: November 2, 2020

Evaluating Automatic Parameter Control Methods for Locomotion in Multiscale Virtual Environments

ACM Symposium on Virtual Reality Software and Technology (VRST)

Jong-in Lee, Paul Asente, Byungmoon Kim, Yeojin Kim, Wolfgang Stuerzlinger

AR, VR & 360 Photography
Human Computer Interaction

Publication date: November 2, 2020

SONYC-UST-V2: An Urban Sound Tagging Dataset with Spatiotemporal Context

Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE)

Mark Cartwright, Aurora Cramer, Ana Elisa Méndez Méndez, Yu Wang, Ho-Hsiang Wu, Vincent Lostanlen, Magdalena Fuentes, Graham Dove, Charlie Mydlarz, Justin Salamon, Oded Nov, Juan Pablo Bello

AI & Machine Learning
Audio

Publication date: November 2, 2020

Improving Sound Event Detection in Domestic Environments using Sound Separation

Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE)

Nicolas Turpault, Scott Wisdom, Hakan Erdogan, John Hershey, Romain Serizel, Eduardo Fonseca, Prem Seetharaman, Justin Salamon

AI & Machine Learning
Audio

Publication date: November 1, 2020

Learning Monocular Face Reconstruction using Multi-View Supervision

Face and Gesture (FG'20)

Zhixin Shu, Duygu Ceylan, Kalyan Sunkavalli, Eli Shechtman, Sunil Hadap, Dimitris Samaras

Best Paper Runner Up award

Computer Vision, Imaging & Video

Publication date: October 26, 2020

A Differentiable Perceptual Audio Metric Learned from Just Noticeable Differences

Interspeech 2020

Pranay Manocha, Adam Finkelstein, Richard Zhang, Nicholas J. Bryan, Gautham Mysore, Zeyu Jin

AI & Machine Learning
Audio

Publication date: October 26, 2020

Controllable Neural Prosody Synthesis

Interspeech 2020

Maxwell Morrison, Zeyu Jin, Justin Salamon, Nicholas J. Bryan, Gautham Mysore

Audio

Publication date: October 26, 2020

HiFi-GAN: High-fidelity denoising and dereverberation based on speech deep features in adversarial networks

Interspeech 2020

Jiaqi Su, Zeyu Jin, Adam Finkelstein

AI & Machine Learning
Audio

Publication date: October 20, 2020

Predicting Visual Importance Across Graphic Design Types

ACM Symposium on User Interface Software and Technology (UIST)

Camilo Fosco, Vincent Casser, Amish Kumar Bedi, Peter O'Donovan, Aaron Hertzmann, Zoya Bylinskii

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

Publication date: October 20, 2020

ReMap: Lowering the Barrier to Help-Seeking with Multimodal Search

ACM Symposium on User Interface Software and Technology (UIST)

Ailie Fraser, Julia M. Markel, N. James Basa, Mira Dontcheva, Scott Klemmer

Human Computer Interaction

Publication date: October 20, 2020

Autocomplete Animated Sculpting

UIST 2020

Mengqi Peng, Li-Yi Wei, Rubaiat Habib, Vladimir (Vova) Kim

Graphics (2D & 3D)
Human Computer Interaction

Publication date: October 20, 2020

RealitySketch: Embedding Responsive Graphics and Visualizations in AR through Dynamic Sketching

UIST 2020

Ryo Suzuki, Rubaiat Habib, Li-Yi Wei, Stephen DiVerdi, Wilmot Li, Daniel Leithinger

Best Paper Honorable Mention

AR, VR & 360 Photography
Human Computer Interaction

Publication date: October 20, 2020

Conversational Error Analysis in Human-Agent Interaction

ACM International Conference on Intelligent Virtual Agents (IVA)

Deepali Aneja, Daniel McDuff, Mary Czerwinski

AI & Machine Learning
Content Intelligence
Human Computer Interaction
Intelligent Agents & Assistants

Publication date: October 11, 2020

Few-Shot Drum Transcription in Polyphonic Music

International Society for Music Information Retrieval Conference (ISMIR)

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

AI & Machine Learning
Audio

Publication date: October 11, 2020

Metric Learning vs Classification for Disentangled Music Representation Learning

International Society for Music Information Retrieval Conference (ISMIR)

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

AI & Machine Learning
Audio

Publication date: October 11, 2020

Attribution IQ: Scalable Game Theoretic Attribution in Web Analytics

Proceedings of the 29th ACM International Conference on Information & Knowledge Management

Ritwik Sinha, Ivan Andrus, Trevor Paulsen

AI & Machine Learning
Data Intelligence

Publication date: September 25, 2020

Botcha: Detecting Malicious Non-Human Traffic in the Wild

Workshop on Online Misinformation and Harm-Aware Recommender Systems

Sunny Dhamnani, Ritwik Sinha, Vishwa Vinay, Lilly Kumari, Margarita Savova

AI & Machine Learning
Data Intelligence
Systems & Languages

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