Adobe Research » Publications

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)

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)

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