Adobe Research » Publications

Publication date: September 11, 2019

Robust Synthesis of Adversarial Visual Examples Using a Deep Image Prior

British Machine Vision Conference (BMVC) 2019

Tommy Gittings, Steve Schneider, John Collomosse

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: September 3, 2019

Pre-trained Affective Word Representations

8th International Conference on Affective Computing and Intelligent Interaction (ACII)

Kushal Chawla, Sopan Khosla, Niyati Chhaya, Kokil Jaidka

AI & Machine Learning
Content Intelligence
Natural Language Processing

Publication date: August 19, 2019

DeepPlace: Learning to Place Applications in Multi-Tenant Clusters

Proceedings of ACM/SIGOPS Asia-Pacific Workshop on Systems (APSys)

Subrata Mitra, Shanka Subhra Mondal, Nikhil Sheoran, Neeraj Dhake, Ravinder Nehra, Ramanuja Simha

AI & Machine Learning
Systems & Languages

Publication date: August 10, 2019

Integrating Knowledge and Reasoning in Image Understanding

IJCAI 2019

Somak Aditya, Yezhou Yang, Chitta Baral

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: August 5, 2019

Heterogeneous Network Motifs

MLG KDD

Ryan A. Rossi, Nesreen K. Ahmed, Aldo Carranza, David Arbour, Anup Rao, Sungchul Kim, Eunyee Koh

AI & Machine Learning

Publication date: August 4, 2019

Latent Network Summarization: Bridging Network Embedding and Summarization

KDD '19 Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining

Di Jin, Ryan A. Rossi, Danai Koutra, Eunyee Koh, Sungchul Kim, Anup Rao

AI & Machine Learning

Publication date: August 4, 2019

Towards Robust and Discriminative Sequential Data Learning: When and How to Perform Adversarial Training?

KDD

Xiaowei Jia, Sheng Li, Handong Zhao, Sungchul Kim, Vipin Kumar

AI & Machine Learning
Data Intelligence
Natural Language Processing

Publication date: August 4, 2019

Log2Intent: Towards Interpretable User Modeling via Recurrent Semantics Memory Units

KDD - ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING

Zhiqiang Tao, Sheng Li, Zhaowen Wang, Chen Fang, Longqi Yang, Handong Zhao, Yun Fu

AI & Machine Learning
Content Intelligence
Data Intelligence

Publication date: August 4, 2019

role2vec: Role-based Network Embeddings

Deep Learning on Graphs (DLG KDD)

Nesreen K. Ahmed, Ryan A. Rossi, John Boaz Lee, Theodore L. Willke, Rong Zhou, Xiangnan Kong, Hoda Eldardiry

AI & Machine Learning

Publication date: August 2, 2019

Learning Emphasis Selection for Written Text in Visual Media from Crowd-Sourced Label Distributions

ACL 2019

Amirreza Shirani, Franck Dernoncourt, Paul Asente, Nedim Lipka, Seokhwan Kim, Jose Echevarria, Thamar Solorio

AI & Machine Learning
Natural Language Processing

Publication date: August 2, 2019

Scoring Sentence Singletons and Pairs for Abstractive Summarization

ACL 2019

Logan Lebanoff, Kaiqiang Song, Franck Dernoncourt, Doo Soon Kim, Seokhwan Kim, Walter Chang, Fei Liu

AI & Machine Learning
Natural Language Processing

Publication date: August 1, 2019

Text-based Editing of Talking-head Video

ACM Transactions on Graphics (Proc. SIGGRAPH'19)

Ohad Fried, Ayush Tewari, Michael Zollhofer, Adam Finkelstein, Eli Shechtman, Dan B Goldman, Kyle Genova, Zeyu Jin, Christian Theobalt, Maneesh Agarwala

AI & Machine Learning
Audio
Computer Vision, Imaging & Video

Publication date: August 1, 2019

iMapper: Interaction-guided Scene Mapping from Monocular Videos

ACM Transactions on Graphics (Proc. SIGGRAPH'19)

Aron Monszpart, Paul Guerrero, Duygu Ceylan, Ersin Yumer, Niloy J. Mitra

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

Publication date: August 1, 2019

LayerCode: Optical Barcodes for 3D Printed Shapes

ACM Transactions on Graphics (SIGGRAPH)

Henrique Teles Maia, Dingzeyu Li, Changxi Zheng

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

Publication date: August 1, 2019

Deep View Synthesis from Sparse Photometric Images

SIGGRAPH 2019

Zexiang Xu, Sai Bi, Kalyan Sunkavalli, Sunil Hadap, Ravi Ramamoorthi

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

Publication date: July 31, 2019

Shape Unicode: A Unified Shape Representation

Computer Vision and Pattern Recognition (CVPR 2019)

Sanjeev Muralikrishnan, Vladimir (Vova) Kim, Matt Fisher, Siddhartha Chaudhuri

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

Publication date: July 29, 2019

Training Streaming Factorization Machines with Alternating Least Squares

ACM SIGIR 2019

Xueyu Mao, Saayan Mitra, Sheng Li

AI & Machine Learning

Publication date: July 28, 2019

Modeling Visual Relationships in Language

Proc. of ACL

Hao Tan, Franck Dernoncourt, Zhe Lin, Trung Bui, Mohit Bansal

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

Publication date: July 25, 2019

Helium @ CL-SciSumm-19: Transfer learning for effective scientific research comprehension

Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2019) at the International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)

Bakhtiyar Syed, Vijayasaradhi Indurthi, Balaji Vasan Srinivasan, Vasudeva Varma

AI & Machine Learning
Content Intelligence
Natural Language Processing

Publication date: July 22, 2019

On Densification for Minwise Hashing

UAI

Tung Mai, Anup Rao, Matt Kapilevich, Ryan A. Rossi, Yasin Abbasi-Yadkori, Ritwik Sinha

AI & Machine Learning

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