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 10, 2022

Semantics-Driven Generative Replay for Few-Shot Class Incremental Learning

ACM International Conference on Multimedia

Aishwarya Agarwal, Biplab Banerjee, Fabio Cuzzolin, Subhasis Chaudhuri

Computer Vision, Imaging & Video

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: October 2, 2022

ViSRE: A Unified Visual Analysis Dashboard for Proactive Cloud Outage Management

IEEE Working Conference on Software Visualization (VISSOFT)

Paula Kayongo, Jane Hoffswell, Shiv Saini, Shaddy Garg, Eunyee Koh, Haoliang Wang, Tom Jacobs

Human Computer Interaction

Publication date: October 1, 2022

VRDoc: Gaze-based Interactions for VR Reading Experience

IEEE International Symposium on Mixed and Augmented Reality (ISMAR)

Geonsun Lee, Jennifer Healey, Dinesh Manocha

AR, VR & 360 Photography
Document Intelligence
Human Computer Interaction

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

Audio Similarity is Unreliable as a Proxy for Audio Quality

Interspeech 2022

Pranay Manocha, Zeyu Jin, Adam Finkelstein

Audio

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 8, 2022

Moving Level-of-Detail Surfaces

ACM Transactions on Graphics (Proc. SIGGRAPH 2022)

Corentin Mercier, Thibault Lescoat, Pierre Roussillon, Tamy Boubekeur, Jean Thiery

Graphics (2D & 3D)

Publication date: August 7, 2022

Clustered Vector Textures

SIGGRAPH 2022

Peihan Tu, Li-Yi Wei, Matthias Zwicker

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)

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