Publications

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: October 26, 2020

Controllable Neural Prosody Synthesis

Interspeech 2020

Maxwell Morrison, Zeyu Jin, Justin Salamon, Nicholas J. Bryan, Gautham Mysore
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon 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
  • Adobe Research icon Human Computer Interaction

Publication date: October 20, 2020

Autocomplete Animated Sculpting

UIST 2020

Mengqi Peng, Li-Yi Wei, Rubaiat Habib, Vladimir (Vova) Kim
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon 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
  • Adobe Research icon AR, VR & 360 Photography
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Systems & Languages

Publication date: September 22, 2020

Goal-driven Command Recommendations for Analysts

ACM Conference on Recommender Systems (RecSys '20)

Samarth Aggarwal, Rohin Garg, Abhilasha Sancheti, Bhanu Prakash Reddy Guda, Iftikhar Ahamath Burhanuddin
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Intelligent Agents & Assistants

Publication date: September 15, 2020

Reinforcement Learning for Strategic Recommendations

Arxiv 2020

Georgios Theocharous, Yash Chandak, Philip S. Thomas, Frits de Nijs
  • Adobe Research icon AI & Machine Learning

Publication date: September 9, 2020

Semantic Estimation of 3D Body Shape and Pose using Minimal Cameras

British Machine Vision Conference (BMVC)

Andrew Gilbert, Matthew Trumble, Adrian Hilton, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon AR, VR & 360 Photography
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: September 7, 2020

Text and Style Conditioned GAN for Generation of Offline Handwriting Lines

British Machine Vision Conference (BMVC)

Brian Davis, Chris Tensmeyer, Brian Price, Curtis Wigington, Bryan Morse, Rajiv Jain
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: August 25, 2020

Incremental Potential Contact: Intersection- and Inversion-free Large Deformation Dynamics

ACM Transactions on Graphics (SIGGRAPH 2020)

Minchen Li, Zachary Ferguson, Teseo Schneide, Tim Langlois, Denis Zorin, Daniele Panozzo, Chenfanfu Jiang, Danny Kaufman
  • Adobe Research icon Graphics (2D & 3D)

Publication date: August 25, 2020

NASOQ: Numerically Accurate Sparsity-Oriented QP Solver

ACM Transactions on Graphics (SIGGRAPH 2020)

Kazem Cheshmi, Danny Kaufman, Shoaib Kamil, Maryam Mehri Dehnavi
  • Adobe Research icon Graphics (2D & 3D)

Publication date: August 25, 2020

Fabrication-in-the-Loop Co-Optimization of Surfaces and Styli for Drawing Haptics

ACM Transactions on Graphics (SIGGRAPH 2020)

Michal PiovarĨ, Danny Kaufman, David I.W. Levin, Piotr Didyk
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon Human Computer Interaction

Publication date: August 25, 2020

Lifting Simplices to Find Injectivity

ACM Transactions on Graphics (SIGGRAPH 2020)

Xingyi Du, Noam Aigerman, Qingnan Zhou, Shahar Kovalsky, Yajie Yan, Danny Kaufman, Tao Ju
  • Adobe Research icon Graphics (2D & 3D)
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