Adobe Research » Publications

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 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

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: 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: 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

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

Publication date: July 15, 2022

Event Detection for Suicide Understanding

Findings of NAACL 2022

Luis Fernando Guzman-Nateras, Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: July 15, 2022

SemEval 2022 Task 12: Symlink – Linking Mathematical Symbols to their Descriptions

Semeval 2022

Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen

AI & Machine Learning
Document Intelligence

Publication date: July 11, 2022

Fine-grained Image Captioning with CLIP Reward

NAACL 2022 Findings

Jaemin Cho, David Seunghyun Yoon, Ajinkya Kale, Franck Dernoncourt, Trung Bui, Mohit Bansal

AI & Machine Learning
Computer Vision, Imaging & Video
Natural Language Processing

Publication date: July 11, 2022

Multimodal Intent Discovery from Livestream Videos

NAACL 2022 Findings

Adyasha Maharana, Quan Hung Tran, David Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Walter Chang, Mohit Bansal

AI & Machine Learning
Computer Vision, Imaging & Video
Natural Language Processing

Publication date: July 11, 2022

Curriculum Learning for Dense Retrieval Distillation

Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval

Hansi Zeng, Hamed Zamani, Vishwa Vinay

AI & Machine Learning
Content Intelligence

Publication date: July 11, 2022

Offline Evaluation of Ranked Lists using Parametric Estimation of Propensities

Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval

Vishwa Vinay, Manoj Kilaru, David Arbour

AI & Machine Learning

Publication date: July 11, 2022

BehancePR: A Punctuation Restoration Dataset for Livestreaming Video Transcripts

Findings of NAACL 2022

Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: July 1, 2022

Controlling Material Appearance by Examples

Computer Graphics Forum (EGSR 2022)

Yiwei Hu, Miloš Hašan, Paul Guerrero, Holly Rushmeier, Valentin Deschaintre

AI & Machine Learning
Graphics (2D & 3D)

Publication date: June 30, 2022

DiPS: Differentiable Policy for Sketching in Recommender Systems

AAAI Conference on Artificial Intelligence

Aritra Ghosh, Saayan Mitra, Andrew S. Lan

AI & Machine Learning

Publication date: June 25, 2022

BehanceQA: A New Dataset for Identifying Question-Answer Pairs in Video Transcripts

LREC 2022

Amir Pouran Ben Veyseh, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: June 25, 2022

BehanceCC: A ChitChat Detection Dataset For Livestreaming Video Transcripts

LREC 2022

Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

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