Adobe Research » Publications

Publication date: November 26, 2020

MATch: Differentiable Material Graphs for Procedural Material Capture

SIGGRAPH Asia 2020

Liang Shi, Beichen Li, Milos Hasan, Kalyan Sunkavalli, Tamy Boubekeur, Radomír Měch, Wojciech Matusik

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

Publication date: November 25, 2020

Motion Annotation Programs: A Scalable Approach to Annotating Kinematic Articulations in Large 3D Shape Collections

3DV

Xianghao Xu, David Charatan, Sonia Raychaudhuri, Hanxiao Jiang, Mae Heitmann, Vladimir (Vova) Kim, Siddhartha Chaudhuri, Manolis Savva, Angel X. Chang, Daniel Ritchie

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

Publication date: November 25, 2020

COALESCE: Component Assembly by Learning to Synthesize Connections

3DV (oral)

Kangxue Yin, Zhiqin Chen, Siddhartha Chaudhuri, Matt Fisher, Vladimir (Vova) Kim, Hao Zhang

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

Publication date: November 24, 2020

Real Time Multiscale Rendering of Dense Dynamic Stackings

Pacific Graphics 2020

Elie Michel, Tamy Boubekeur

Graphics (2D & 3D)

Publication date: November 20, 2020

ViLBERTScore: Evaluating Image Caption Using Vision-and-Language BERT

EMNLP 2020 Eval4NLP

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

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

Publication date: November 18, 2020

Continuous Curve Textures

SIGGRAPH Asia 2020

Peihan Tu, Li-Yi Wei, Koji Yatani, Takeo Igarashi, Matthias Zwicker

Graphics (2D & 3D)
Human Computer Interaction

Publication date: November 18, 2020

Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning

EMNLP 2020

Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: November 18, 2020

Learning to Fuse Sentences with Transformers for Summarization

EMNLP 2020

Logan Lebanoff, Franck Dernoncourt, Doo Soon Kim, Lidan Wang, Walter Chang, Fei Liu

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: November 18, 2020

Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation

EMNLP 2020

Kang Min Yoo, Hanbit Lee, Franck Dernoncourt, Trung Bui, Walter Chang, Sang-goo Lee

AI & Machine Learning
Intelligent Agents & Assistants
Natural Language Processing

Publication date: November 18, 2020

Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation

EMNLP Findings 2020

Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Quan Hung Tran, Dejing Dou, Thien Huu Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

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 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

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