Adobe Research » Publications

Publication date: July 8, 2020

Understanding Points of Correspondence between Sentences for Abstractive Summarization

ACL SRW 2020

Logan Lebanoff, John Muchovej, Franck Dernoncourt, Doo Soon Kim, Lidan Wang, Walter Chang, Fei Liu

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: July 5, 2020

Towards Transparent and Explainable Attention Models

Annual Conference of the Association for Computational Linguistics (ACL)

Akash Kumar, Preksha Nema, Sharan Narasimhan, Mitesh Khapra, Balaji Vasan Srinivasan, Balaraman Ravindran

AI & Machine Learning
Content Intelligence
Natural Language Processing

Publication date: July 5, 2020

Visual Dialog: Do we really need it?

ACL 2020

Shubham Agarwal, Trung Bui, Joon-Young Lee, Ioannis Konstas, Verena Rieser

AI & Machine Learning
Human Computer Interaction
Intelligent Agents & Assistants
Natural Language Processing

Publication date: July 1, 2020

OPTIMUSCLOUD: Heterogeneous Configuration Optimization for Distributed Databases in the Cloud

USENIX Annual Technical Conference (ATC)

Ashraf Mahgoub, Alexander Michaelson Medoff, Rakesh Kumar, Subrata Mitra, Ana Klimovic, Somali Chaterji, Saurabh Bagchi

Systems & Languages

Publication date: June 24, 2020

Deep Audio Prior: Learning Sound Source Separation from a Single Audio Mixture

CVPR 2020 Sight and Sound Workshop

Dingzeyu Li, Yapeng Tian, Chenliang Xu

AI & Machine Learning
Audio

Publication date: June 22, 2020

Cross-Domain Document Object Detection: Benchmark Suite and Method

Conference on Computer Vision and Pattern Recognition (CVPR)

Kai Li, Curtis Wigington, Chris Tensmeyer, Handong Zhao, Nikolaos Barmpalios, Vlad Morariu, Varun Manjunatha, Tong Sun, Yun Fu

AI & Machine Learning
Computer Vision, Imaging & Video
Document Intelligence

Publication date: June 20, 2020

Sketchformer: Transformer-based Representation for Sketched Structure

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Leo Sampaio Ferraz Ribeiro, Tu Bui, John Collomosse, Moacir Ponti

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 20, 2020

Deepstrip: High-Resolution Boundary Refinement

CVPR 2020

Peng Zhou, Brian Price, Scott Cohen, Gregg Wilensky, Larry Davis

Computer Vision, Imaging & Video

Publication date: June 16, 2020

Affinity Graph Supervision for Visual Recognition

CVPR

Chu Wang, Babak Samari, Vladimir (Vova) Kim, Siddhartha Chaudhuri, Kaleem Siddiqi

AI & Machine Learning
Computer Vision, Imaging & Video
Content Intelligence

Publication date: June 16, 2020

AdaCoSeg: Adaptive Shape Co-Segmentation with Group Consistency Loss

CVPR (oral)

Chenyang Zhu, Kai Xu, Siddhartha Chaudhuri, Li Yi, Leonidas Guibas, Hao Zhang

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

Publication date: June 16, 2020

Neural Cages for Detail-Preserving 3D Deformations

CVPR (oral)

Yifan Wang, Noam Aigerman, Vladimir (Vova) Kim, Siddhartha Chaudhuri, Olga Sorkine-Hornung

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

Publication date: June 16, 2020

Learning Generative Models of Shape Handles

IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Matheus Gadelha, Giorgio Gori, Duygu Ceylan, Radomír Měch, Nathan Carr, Tamy Boubekeur, Rui Wang, Subhransu Maji

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

Publication date: June 15, 2020

Challenges in Recognizing Spontaneous and Intentionally Expressed Reactions to Positive and Negative Images

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops

Jennifer Healey, Haoliang Wang, Niyati Chhaya

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

Publication date: June 14, 2020

Telling Left From Right: Learning Spatial Correspondence of Sight and Sound

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Karren Yang, Bryan Russell, Justin Salamon

AI & Machine Learning
Audio
Computer Vision, Imaging & Video

Publication date: June 13, 2020

Softmax Splatting For Video Frame Interpolation

IEEE Conference on Computer Vision and Pattern Recognition

Simon Niklaus, Feng Liu

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 10, 2020

Interactive Training and Architecture for Deep Object Selection

ICME 2020

Marco Forte, Brian Price, Scott Cohen, Ning Xu, Francois Pitie

Computer Vision, Imaging & Video

Publication date: June 8, 2020

POPLAR: Parafac2 decOmPosition using auxiLiAry infoRmation

IEEE 11th Sensor Array and Multichannel Signal Processing Workshop (SAM)

Ekta Gujral, Georgios Theocharous, Evangelos E Papalexakis

AI & Machine Learning

Publication date: June 8, 2020

Towards field-of-view prediction for augmented reality applications on mobile devices

ACM International Workshop on Immersive Mixed and Virtual Environment Systems (MMVE)

Na Wang, Haoliang Wang, Stefano Petrangeli, Vishy Swaminathan, Fei Li, Songqing Chen

AI & Machine Learning
AR, VR & 360 Photography

Publication date: June 8, 2020

Beyond Positive Emotion: Deconstructing Happy Moments based on Writing Prompts

The 14th International Conference on Web and Social Media (ICWSM)

Kokil Jaidka, Niyati Chhaya, Saran Mumick, Matthew Killingsworth, Alon Halevy, Lyle Ungar

AI & Machine Learning
Content Intelligence
Natural Language Processing

Publication date: June 1, 2020

CNN-generated images are surprisingly easy to spot… for now

IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Sheng-Yu Wang, Oliver Wang, Richard Zhang, Andrew Owens, Alexei A. Efros

Oral

AI & Machine Learning
Computer Vision, Imaging & Video

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