Adobe Research » Publications

Publication date: January 4, 2024

Interactive Segmentation for Diverse Gesture Types Without Context

WACV 2024

Josh Myers-Dean, Yifei Fan, Brian Price, Wilson Chan, Danna Gurari

Computer Vision, Imaging & Video

Publication date: January 4, 2024

Discovering and Mitigating Biases in CLIP-based Image Editing

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Mehrab Tanjim, Krishna Kumar Singh, Kushal Kafle, Ritwik Sinha, Garrison W Cottrell

Computer Vision, Imaging & Video
Content Intelligence

Publication date: January 4, 2024

Latent Feature-Guided Diffusion Models for Shadow Removal

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2024)

Kangfu Mei, Luis Figueroa, Zhe Lin, Zhihong Ding, Scott Cohen, Vishal M Patel

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: December 18, 2023

Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification

2023 IEEE International Conference on Big Data

Zhongfen Deng, David Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Quan Hung Tran, Shuaiqi Liu, Wenting Zhao, Tao Zhang, Yibo Wang, Philip Yu

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: December 17, 2023

DECORAIT: DECentralized Opt-in/out Registry for AI Training

European Conference on Computer Vision in Media Production (CVMP)

Kar Balan, Alex Black, Simon Jenni, Andrew Gilbert, Andy Parsons, John Collomosse

Best paper award

Content Intelligence

Publication date: December 15, 2023

Authoring and simulating meandering rivers

ACM Transactions on Graphics (Proc. SIGGRAPH Asia 2023)

Axel Paris, Eric Guérin, Pauline Collon, Eric Galin

Graphics (2D & 3D)

Publication date: December 15, 2023

Interpretable Unsupervised Log Anomaly Detection

IEEE International Conference on Big Data (BigData)

Jaeho Bang, Sungchul Kim, Ryan A. Rossi, Tong Yu, Handong Zhao

Natural Language Processing

Publication date: December 15, 2023

PersonaSAGE: A Multi-Persona Graph Neural Network

Big Data (BigData)

Gautam Choudhary, Iftikhar Ahamath Burhanuddin, Eunyee Koh, Fan Du, Ryan A. Rossi

AI & Machine Learning
Data Intelligence
Intelligent Agents & Assistants

Publication date: December 15, 2023

Hypergraph Neural Networks for Time-series Forecasting

IEEE International Conference on Big Data (BigData)

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

AI & Machine Learning

Publication date: December 12, 2023

Explorable Mesh Deformation Subspaces from Unstructured 3D Generative Models

SIGGRAPH Asia conference track

Arman Maesumi, Paul Guerrero, Vladimir (Vova) Kim, Matt Fisher, Siddhartha Chaudhuri, Noam Aigerman, Daniel Ritchie

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

Publication date: December 12, 2023

RMIP: Displacement ray tracing via inversion and oblong bounding

SIGGRAPH Asia 2023

Théo Thonat, Iliyan Georgiev, François Beaune, Tamy Boubekeur

Graphics (2D & 3D)

Publication date: December 11, 2023

Content-aware Progressive Image Compression and Syncing

IEEE International Symposium on Multimedia (ISM)

Junda Wu, Haoliang Wang, Tong Yu, Handong Zhao, Gang Wu, Stefano Petrangeli, Sungchul Kim, Vishy Swaminathan

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: December 11, 2023

EHT-SR: An Entropy-Based Hybrid Approach for Faster Super-Resolution

IEEE International Symposium on Multimedia (ISM)

Stefano Petrangeli

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: December 11, 2023

GPU-accelerated Lossless Image Compression with Massive Parallelization

IEEE International Symposium on Multimedia (ISM)

Yu Shen, Gang Wu, Vishy Swaminathan, Haoliang Wang, Stefano Petrangeli, Tong Yu

Computer Vision, Imaging & Video
Systems & Languages

Publication date: December 11, 2023

Active Context Modeling for Efficient Image and Burst Compression

IEEE International Symposium on Multimedia (ISM)

Yang Li, Gang Wu, Stefano Petrangeli, Haoliang Wang, Ryan A. Rossi, Vishy Swaminathan

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: December 11, 2023

GPU-accelerated Lossless Image Compression with Massive Parallelization

ISM 2023

Yu Shen, Gang Wu, Vishy Swaminathan, Haoliang Wang, Stefano Petrangeli, Tong Yu

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: December 11, 2023

Active Context Modeling for Efficient Image and Burst Compression

ISM 2023

Yang Li, Gang Wu, Stefano Petrangeli, Haoliang Wang, Ryan A. Rossi, Vishy Swaminathan

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: December 10, 2023

InfoPrompt: Information-Theoretic Soft Prompt Tuning for Natural Language Understanding

NeurIPS

Junda Wu, Tong Yu, Rui Wang, Zhao Song, Ruiyi Zhang, Handong Zhao, Chaochao Lu, Shuai Li, Ricardo Henao

AI & Machine Learning
Intelligent Agents & Assistants
Natural Language Processing

Publication date: December 10, 2023

Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback

EMNLP 2023 Demonstrations

Viet Lai, Chien Nguyen, Nghia Ngo, Thuat Nguyen, Franck Dernoncourt, Ryan A. Rossi, Thien Nguyen

AI & Machine Learning
Natural Language Processing

Publication date: December 10, 2023

ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning

Findings of EMNLP 2023

Viet Dac Lai, Nghia Trung Ngo, Amir Pouran Ben Veyseh, Hieu Man, Franck Dernoncourt, Trung Bui, Thien Huu Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

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