Adobe Research » Publications

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)

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: August 1, 2022

Fine Wrinkling on Coarsely Meshed Thin Shells

ACM Transactions on Graphics (SIGGRAPH 2022)

Zhen Chen, Hsiao-Yu Chen, Danny Kaufman, Mélina Skouras, Etienne Vouga

AR, VR & 360 Photography
Graphics (2D & 3D)

Publication date: August 1, 2022

Affine Body Dynamics: Fast, Stable, and Intersection-free Simulation of Stiff Materials

ACM Transactions on Graphics (SIGGRAPH 2022)

Lei Lan, Danny Kaufman, Minchen Li, Chenfanfu Jiang, Yin Yang

AR, VR & 360 Photography
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: 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

DynamicToC: Persona-based Table of Contents for Consumption of Long Documents

North American Chapter of the Association for Computational Linguistics (NAACL)

Himanshu Maheshwari, Nethraa Shivakumar, Shelly Jain, Tanvi Karandikar, Navita Goyal, Vinay Aggarwal, Sumit Shekhar

Document Intelligence
Natural Language Processing

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

Publication date: July 15, 2022

MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection

NAACL 2022

Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

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