Adobe Research » Publications

Publication date: October 14, 2022

MONOPOLY: Financial Prediction from MONetary POLicY Conference Videos Using Multimodal Cues

ACM Multimedia 2022

Puneet Mathur, Atula Tejaswi Neerkaje, Malika Chhibber, Ramit Sawhney, Fu-Ming Guo, Franck Dernoncourt, Sanghamitra Dutta, Dinesh Manocha

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

Publication date: October 10, 2022

Show Me What I Like: Detecting User-Specific Video Highlights Using Content-Based Multi-Head Attention

ACM International Conference on Multimedia (ACMMM), 2022

Uttaran Bhattacharya, Gang Wu, Stefano Petrangeli, Vishy Swaminathan, Dinesh Manocha

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

Publication date: October 5, 2022

StylePortraitVideo: Editing Portrait Videos using StyleGAN

Pacific Graphics 2022

Kwanggyoon Seo, Seoung Wug Oh, Joon-Young Lee, Jingwan (Cynthia) Lu, Seonghyeon Kim, Junyong Noh

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: September 27, 2022

EI-CLIP: Entity-Aware Interventional Contrastive Learning for E-Commerce Cross-Modal Retrieval

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Haoyu Ma, Handong Zhao, Zhe Lin, Ajinkya Kale, Zhangyang Wang, Tong Yu, Jiuxiang Gu, Sunav Choudhary, Xiaohui Xie

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

Publication date: September 22, 2022

DocLayoutTTS: Dataset and Baselines for Layout-informed Document-level Neural Speech Synthesis

Interspeech 2022

Puneet Mathur, Franck Dernoncourt, Quan Hung Tran, Jiuxiang Gu, Ani Nenkova, Vlad Morariu, Rajiv Jain, Dinesh Manocha

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: September 18, 2022

Filler Word Detection and Classification: A Dataset and Benchmark

23rd Annual Conference of the International Speech Communication Association (INTERSPEECH 2022)

Ge Zhu, Juan-Pablo Caceres, Justin Salamon

AI & Machine Learning
Audio

Publication date: September 5, 2022

Meta-learning for Adaptive Filters with Higher-order Frequency Dependencies

IEEE International Workshop on Acoustic Signal Enhancement

Junkai Wu, Jonah Casebeer, Nicholas J. Bryan, Paris Smaragdis

AI & Machine Learning
Audio

Publication date: September 1, 2022

Style Transfer of Audio Effects with Differentiable Signal Processing

Journal of the Audio Engineering Society

Christian Steinmetz, Nicholas J. Bryan, Joshua Reiss

AI & Machine Learning
Audio

Publication date: September 1, 2022

Correlated Stochastic Knapsack with a Submodular Objective

30th Annual European Symposium on Algorithms (ESA)

Sheng Yang, Samir Khuller, Sunav Choudhary, Subrata Mitra, Kanak Mahadik

AI & Machine Learning

Publication date: August 15, 2022

B2B Advertising: Joint Dynamic Scoring of Account and Users

AdKDD '22: The 28th ACM SIGKDD Conference

Atanu R Sinha, Gautam Choudhary, Mansi Agarwal, Shivansh Bindal, Abhishek Pande, Camille Girabawe

AI & Machine Learning
Data Intelligence

Publication date: August 9, 2022

Can one hear the shape of a neural network?: Snooping the GPU via Magnetic Side Channel

USENIX Security 2022

Henrique Teles Maia, Chang Xiao, Dingzeyu Li, Eitan Grinspun, Changxi Zheng

AI & Machine Learning
Audio
Systems & Languages

Publication date: August 8, 2022

Neural Jacobian Fields: Learning Intrinsic Mappings of Arbitrary Meshes

SIGGRAPH

Noam Aigerman, Kunal Gupta, Vladimir (Vova) Kim, Siddhartha Chaudhuri, Jun Saito, Thibault Groueix

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

Publication date: August 8, 2022

MatFormer: A Generative Model for Procedural Materials

ACM Transactions on Graphics (Proc. SIGGRAPH 2022)

Paul Guerrero, Miloš Hašan, Kalyan Sunkavalli, Radomír Měch, Tamy Boubekeur, Niloy J. Mitra

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

Publication date: August 3, 2022

Active Exploration for Neural Global Illumination of Variable Scenes

ACM Transactions on Graphics (SIGGRAPH 2022)

Stavros Diolatzis, Julien Philip, George Drettakis

AI & Machine Learning
Graphics (2D & 3D)

Publication date: August 1, 2022

ASSET: Autoregressive Semantic Scene Editing with Transformers at High Resolutions

ACM Transactions on Graphics (TOG)

Difan Liu, Sandesh Shetty, Tobias Hinz, Matt Fisher, Richard Zhang, Taesung Park, Evangelos Kalogerakis

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

Publication date: August 1, 2022

Node Graph Optimization Using Differentiable Proxies

Siggraph 2022

Yiwei Hu, Paul Guerrero, Miloš Hašan, Holly Rushmeier, Valentin Deschaintre

AI & Machine Learning
Graphics (2D & 3D)

Publication date: July 28, 2022

Skeleton-free Pose Transfer for Stylized 3D Characters

ECCV 2022

Zhouyingcheng Liao, Jimei Yang, Jun Saito, Gerard Pons-Moll, Yang Zhou

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

Publication date: July 20, 2022

HEAR: Holistic Evaluation of Audio Representations

NeurIPS 2021

Joseph Turian, Jordie Shier, Humair Raj Khan, Bhiksha Raj, Björn W Schuller, Christian J Steinmetz, Colin Malloy, George Tzanetakis, Gissel Velarde, Kirk McNally, Max Henry, Nicolas Pinto, Camille Noufi, Christian Clough, Dorien Herremans, Eduardo Fonseca, Jesse Engel, Justin Salamon, Philippe Esling, Pranay Manocha, Shinji Watanabe, Zeyu Jin, Yonatan Bisk

AI & Machine Learning
Audio

Publication date: July 15, 2022

Joint Extraction of Entities, Relations, and Events via Modeling Inter-Instance and Inter-Label Dependencies

NAACL 2022

Minh Van Nguyen, Bonan Min, Franck Dernoncourt, Thien Huu Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: July 15, 2022

DocTime: A Document-level Temporal Dependency Graph Parser

NAACL 2022

Puneet Mathur, Vlad Morariu, Verena Kaynig-Fittkau, Jiuxiang Gu, Franck Dernoncourt, Quan Hung Tran, Ani Nenkova, Dinesh Manocha, Rajiv Jain

AI & Machine Learning
Document Intelligence
Natural Language Processing

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