Adobe Research » Publications

Publication date: November 18, 2020

Scene Graph Modification Based on Natural Language Commands

EMNLP Findings 2020

Xuanli He, Quan Hung Tran, Gholamreza Haffari, Walter Chang, Zhe Lin, Trung Bui, Franck Dernoncourt, Nhan Dam

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

Publication date: November 18, 2020

Using Visual Feature Space as a Pivot Across Languages

EMNLP Findings 2020

Ziyan Yang, Leticia Pinto Alva, Franck Dernoncourt, Vicente Ordonez

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

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 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: 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

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

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 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 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

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

AI & Machine Learning
Data Intelligence
Human Computer Interaction
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

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

AI & Machine Learning
AR, VR & 360 Photography
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

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: August 24, 2020

Unified Multisensory Perception: Weakly-Supervised Audio-Visual Video Parsing

ECCV 2020

Dingzeyu Li, Yapeng Tian, Chenliang Xu

AI & Machine Learning
Audio
Computer Vision, Imaging & Video

Publication date: August 24, 2020

Learning 3D Part Assembly from a Single Image

European Conference on Computer Vision (ECCV)

Yichen Li, Kaichun Mo, Lin Shao, Minhyuk Sung, Leonidas Guibas

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: August 24, 2020

Pix2Surf: Learning Parametric 3D Surface Models of Objects from Images

European Conference on Computer Vision (ECCV)

Jiahui Lei, Srinath Sridhar, Paul Guerrero, Minhyuk Sung, Niloy J. Mitra, Leonidas Guibas

AI & Machine Learning
Computer Vision, Imaging & Video

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