Adobe Research » Publications

Publication date: November 8, 2021

Controllable deep melody generation via hierarchical music representation

International Society for Music Information Retrieval Conference

Shuqi Dai, Zeyu Jin, Celso Gomes, Roger B. Dannenberg

Audio

Publication date: November 8, 2021

Emotion Embedding Spaces for Matching Music to Stories

International Society for Music Information Retrieval Conference (ISMIR)

Minz Won, Justin Salamon, Nicholas J. Bryan, Gautham Mysore, Xavier Serra

Best Student Paper Award

AI & Machine Learning
Audio

Publication date: November 7, 2021

ClauseRec: A Clause Recommendation Framework for AI-aided Contract Authoring

Empirical Methods in Natural Language Processing (EMNLP)

Vinay Aggarwal, Aparna Garimella, Balaji Vasan Srinivasan, Anandhavelu Natarajan, Rajiv Jain

Content Intelligence
Natural Language Processing

Publication date: November 7, 2021

Exploring Conditional Text Generation for Aspect-based Sentiment Analysis

PACLIC 2021

Siva Uday Sampreeth Chebolu‬, Franck Dernoncourt, Nedim Lipka, Thamar Solorio

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: November 7, 2021

AUTOSUMM: Automatic Model Creation for Text Summarization

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing

Sharmila Reddy Nangi, Atharv Tyagi, Jay Mundra, Sagnik Mukherjee, Raj Snehal, Niyati Chhaya, Aparna Garimella

AI & Machine Learning
Content Intelligence
Document Intelligence
Natural Language Processing

Publication date: November 2, 2021

Real Image Inversion via Segments

arxiv

David Futschik, Michal Lukáč, Eli Shechtman, Daniel Sykora

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: November 1, 2021

Generating Compositional Color Representations from Text

Proceedings of the 30th ACM International Conference on Information & Knowledge Management 2021

Paridhi Maheshwari, Nihal Jain, Praneetha Vaddamanu, Dhananjay Raut, Shraiysh Vaishay, Vishwa Vinay

AI & Machine Learning
Content Intelligence
Natural Language Processing

Publication date: November 1, 2021

BOhance: Bayesian Optimization for Content Enhancement

IEEE International Symposium on Multimedia (ISM)

Trisha Mittal, Vishy Swaminathan, Somdeb Sarkhel, Ritwik Sinha, David Arbour, Saayan Mitra, Dinesh Manocha

AI & Machine Learning
Computer Vision, Imaging & Video
Content Intelligence

Publication date: October 28, 2021

ReAct: A Review Comment Dataset for Actionability (and more)

International Conference on Web Information Systems Engineering (WISE 2021)

Gautam Choudhary, Natwar Modani, Nitish Maurya

Document Intelligence
Natural Language Processing

Publication date: October 26, 2021

Efficient Image Vectorisation Using Mesh Colours

STAG 2021

Gerben Hettinga, Jose Echevarria, Jiri Kosinka

Best paper award

Graphics (2D & 3D)

Publication date: October 26, 2021

An Evaluation-Focused Framework for Visualization Recommendation Algorithms

IEEE VIS 2021

Zehua Zeng, Phoebe Moh, Fan Du, Jane Hoffswell, Tak Yeon Lee, Sana Malik, Eunyee Koh, Leilani Battle

Best Paper Honorable Mention

Human Computer Interaction

Publication date: October 23, 2021

CrowdFolio: Understanding How Holistic and Decomposed Workflows Influence Feedback on Online Portfolios

Conference On Computer-Supported Cooperative Work And Social Computing (CSCW)

Eureka Foong, Joy Kim, Mira Dontcheva, Elizabeth Gerber

Human Computer Interaction

Publication date: October 23, 2021

StreamSketch: Exploring Multi-Modal Interactions in Creative Live Streams

CSCW 2021

Zhicong Lu, Rubaiat Habib, Li-Yi Wei, Mira Dontcheva, Karrie Karahalios, Li-Yi Wei

Human Computer Interaction

Publication date: October 18, 2021

Who Calls the Shots? Rethinking Few-Shot Learning for Audio

IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)

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

Best Audio Few-Shot Learning Paper Award

AI & Machine Learning
Audio

Publication date: October 18, 2021

Auto-DSP: Learning to Optimize Acoustic Echo Cancellers

IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)

Jonah Casebeer, Nicholas J. Bryan, Paris Smaragdis

AI & Machine Learning
Audio

Publication date: October 17, 2021

HiFi-GAN-2: Studio-quality speech enhancement via generative adversarial networks conditioned on acoustic features

IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)

Jiaqi Su, Zeyu Jin, Adam Finkelstein

AI & Machine Learning
Audio

Publication date: October 17, 2021

ALADIN: All Layer Adaptive Instance Normalization for Fine-grained Style Similarity

International Conference on Computer Vision (ICCV)

Dan Ruta, Saeid Motiian, Baldo Faeita, Zhe Lin, Hailin Jin, Alex Filipkowski, Andrew Gilbert, John Collomosse

AI & Machine Learning
Computer Vision, Imaging & Video
Content Intelligence

Publication date: October 17, 2021

OSCAR-Net: Object-centric Scene Graph Attention for Image Attribution

International Conference on Computer Vision (ICCV)

Eric Nguyen, Tu Bui, Vishy Swaminathan, John Collomosse

AI & Machine Learning
Computer Vision, Imaging & Video
Content Intelligence

Publication date: October 17, 2021

Scene Designer: a Unified Model for Scene Search and Synthesis from Sketch

ICCV Workshop on Sketching and Human Expressivity (ICCVW)

Leo Sampaio Ferraz Ribeiro, Tu Bui, John Collomosse, Moacir Ponti

AI & Machine Learning
Computer Vision, Imaging & Video
Content Intelligence

Publication date: October 17, 2021

Defending Object Detection Networks Against Adversarial Patch Attacks

ICCV Workshop on Adversarial Robustness in the Real World (ICCVW)

Tommy Gittings, Steve Schneider, John Collomosse

AI & Machine Learning
Computer Vision, Imaging & Video

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