Adobe Research » Publications

Publication date: May 12, 2024

MoiréWidgets: High-Precision, Passive Tangible Interfaces via Moiré Effect

ACM CHI Conference on Human Factors in Computing Systems, CHI

Daniel Campos Zamora, Doga Dogan, Alexa Siu, Eunyee Koh, Chang Xiao

Human Computer Interaction

Publication date: May 11, 2024

iPose: Interactive Human Pose Reconstruction from Video

CHI 2024

Jingyuan Liu, Li-Yi Wei, Ariel Shamir, Takeo Igarashi

AI & Machine Learning
Computer Vision, Imaging & Video
Human Computer Interaction

Publication date: May 11, 2024

Elastica: Adaptive Live Augmented Presentations with Elastic Mappings Across Modalities

CHI 2024

Yining Cao, Rubaiat Habib, Li-Yi Wei, Deepali Aneja, Haijun Xia

AR, VR & 360 Photography
Human Computer Interaction

Publication date: May 11, 2024

DrawTalking: Towards Building Interactive Worlds by Sketching and Speaking

CHI 2024 late breaking work

Karl Toby Rosenberg, Rubaiat Habib, Li-Yi Wei, Haijun Xia, Ken Perlin

Graphics (2D & 3D)
Human Computer Interaction

Publication date: May 11, 2024

ChunkyEdit: Text-first Video Interview Editing Via Chunking

CHI Conference on Human Factors in Computing Systems (CHI)

Mackenzie Leake, Wilmot Li

Human Computer Interaction

Publication date: May 11, 2024

Online Experimentation under Privacy Induced Identity Fragmentation

Privacy Regulation and Protection in Machine Learning Workshop at ICLR (PML)

Shiv Shankar, Ritwik Sinha, Madalina Fiterau

AI & Machine Learning
Data Intelligence

Publication date: May 7, 2024

Large Content And Behavior Models To Understand, Simulate, And Optimize Content And Behavior

ICLR 2024

Ashmit Khandelwal, Aditya Agrawal, Aanisha Bhattacharyya, Yaman K Singla, Somesh Singh, Uttaran Bhattacharya, Ishita Dasgupta, Stefano Petrangeli, Rajiv Ratn Shah, Changyou Chen, Balaji Krishnamurthy

AI & Machine Learning
Content Intelligence
Data Intelligence
Intelligent Agents & Assistants

Publication date: May 7, 2024

CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models

International Conference on Learning Representations (ICLR)

Sreyan Ghosh, Ashish Seth, Sonal Kumar, Utkarsh Tyagi, Chandra Kiran Evuru, S. Ramaneswaran, S. Sakshi, Oriol Nieto, Ramani Duraiswami, Dinesh Manocha

AI & Machine Learning
Audio
Natural Language Processing

Publication date: May 7, 2024

ScaleViz: Scaling Visualization Recommendation Models on Large Data

Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)

Ghazi Shazan Ahmad, Shubham Agarwal, Subrata Mitra, Ryan A. Rossi, Manav Doshi, Syam Manoj Kumar Paila

AI & Machine Learning
Data Intelligence
Intelligent Agents & Assistants

Publication date: May 7, 2024

Image Inpainting via Iteratively Decoupled Probabilistic Modeling

ICLR 2024

Wenbo Li, Xin Yu, Kun Zhou, Yibing Song, Zhe Lin

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: May 7, 2024

Instant3D: Fast Text-to-3D with Sparse-View Generation and Large Reconstruction Model

ICLR 2024

Jiahao Li, Hao Tan, Kai Zhang, Zexiang Xu, Fujun Luan, Yinghao Xu, Yicong Hong, Kalyan Sunkavalli, Greg Shakhnarovich, Sai Bi

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

Publication date: May 7, 2024

LRM: Large Reconstruction Model for Single Image to 3D

ICLR 2024

Yicong Hong, Kai Zhang, Jiuxiang Gu, Sai Bi, Yang Zhou, Difan Liu, Feng Liu, Kalyan Sunkavalli, Trung Bui, Hao Tan

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

Publication date: May 2, 2024

A/B testing under Interference with Partial Network Information

Artificial Intelligence and Statistics (AISTATS)

Shiv Shankar, Ritwik Sinha, Yash Chandak, Saayan Mitra, Madalina Fiterau

AI & Machine Learning
Data Intelligence

Publication date: April 30, 2024

A Survey on Cage-based Deformation of 3D Models

Computer Graphics Forum (Proc. EUROGRAPHICS 2024 STARs)

Daniel Ströter, Jean Thiery, Kai Hormann, Jiong Chen, Qingjun Chang, Sebastian Besler, Johannes Sebastian Mueller-Roemer, Tamy Boubekeur, Andre Stork, Dieter W. Fellner

Graphics (2D & 3D)

Publication date: April 26, 2024

DocumentCLIP: Linking Figures and Main Body Text in Reflowed Documents

ArXiv

Fuxiao Liu, Hao Tan, Chris Tensmeyer

Document Intelligence

Publication date: April 25, 2024

Evolving Super Graph Neural Networks for Large-scale Time-Series Forecasting

Pacific-Asia Conference on Knowledge Discovery and Data Mining

Hongjie Chen, Ryan A. Rossi, Sungchul Kim, Kanak Mahadik, Hoda Eldardiry

AI & Machine Learning

Publication date: April 22, 2024

GMorph: Accelerating Multi-DNN Inference via Model Fusion

The European Conference on Computer Systems (EuroSys)

Qizheng Yang, Tianyi Yang, Mingcan Xiang, Lijun Zhang, Haoliang Wang, Marco Serafini, Hui Guan

AI & Machine Learning
Systems & Languages

Publication date: April 20, 2024

Marco: Supporting Business Document Workflows via Collection-Centric Information Foraging with Large Language Models

CHI 2024

Raymond Fok, Nedim Lipka, Tong Sun, Alexa Siu

Human Computer Interaction
Natural Language Processing

Publication date: April 20, 2024

Thinking Outside the Box: Non-Designer Perspectives and Recommendations for Template-Based Graphic Design Tools

CHI 2024

Farnaz Nouraei, Alexa Siu, Ryan A. Rossi, Nedim Lipka

Human Computer Interaction

Publication date: April 16, 2024

Approximate Caching for Efficiently Serving Diffusion Models

USENIX Symposium on Networked Systems Design and Implementation (NSDI)

Shubham Agarwal, Subrata Mitra, Sarthak Chakraborty, Srikrishna Karanam, Koyel Mukherjee, Shiv Saini

AI & Machine Learning
Computer Vision, Imaging & Video
Systems & Languages

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