Publications

Publication date: November 9, 2019

Robust Keypoint Regression

Workshop on Machine Learning (WML) at International Conference on Document Analysis and Recognition (ICDAR)

Chris Tensmeyer, Tony Martinez
Long Oral
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Document Intelligence

Publication date: November 8, 2019

A Markov Network Model for Natural Language Semantic Matching

ICDM 2019 Autonomous Machine Learning Workshop

Lidan Wang, Trung Bui, Franck Dernoncourt, Natwar Modani
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: November 7, 2019

A Compare-Aggregate Model with Latent Clustering for Answer Selection

CIKM 2019

David Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: November 7, 2019

Let’s Ask Again: Refine Network for Automatic Question Generation

Conference on Empirical Methods in Natural Language Processing (EMNLP)

Preksha Nema, Akash M Kumar, Mitesh Khapra, Balaji Vasan Srinivasan, Balaraman Ravindran
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: November 7, 2019

Bayesian Optimization for Selecting Efficient Machine Learning Models

CIKM 2019 MoST-Rec Workshop

Lidan Wang, Franck Dernoncourt, Trung Bui
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: November 7, 2019

Multi-label Categorization of Accounts of Sexism using a Neural Framework

Conference on Empirical Methods in Natural Language Processing (EMNLP)

Pulkit Parikh, Harika Abburi, Pinkesh Badjatiya, Radhika Krishnan, Niyati Chhaya, Manish Gupta, Vasudeva Varma
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: November 7, 2019

DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation

Conference on Empirical Methods in Natural Language Processing (EMNLP)

Deepanway Ghosal, Navonil Majumder, Soujanya Poria, Niyati Chhaya, Alexander Gelbukh
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: November 7, 2019

Weighted Sum of Spectral Efficiency and Energy Efficiency in Spatial Modulation–MIMO Systems

IEEE 90th Vehicular Technology Conference (VTC2019-Fall)

Ayush Chauhan, Kunal Bansal, Ajit Kumar Chatuvedi
  • Adobe Research icon Data Intelligence

Publication date: November 5, 2019

A Gated Self-attention Memory Network for Answer Selection

EMNLP 2019

Tuan Lai, Quan Tran, Trung Bui, Daisuke Kihara
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: November 4, 2019

Generating Formality-tuned Summaries Using Token-based Rewards

SIGNLL Conference on Computational Natural Language Learning (CONLL)

Kushal Chawla, Balaji Vasan Srinivasan, Niyati Chhaya
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: November 4, 2019

Analyzing Sentence Fusion in Abstractive Summarization

EMNLP 2019 Summarization Workshop

Logan Lebanoff, John Muchovej, Franck Dernoncourt, Doo Soon Kim, Seokhwan Kim, Walter Chang, Fei Liu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: November 3, 2019

Graph Convolutional Networks with Motif-based Attention

CIKM, 2019

John Boaz Lee, Ryan Rossi, Xiangnan Kong, Sungchul Kim, Eunyee Koh, Anup Rao
  • Adobe Research icon AI & Machine Learning

Publication date: November 3, 2019

On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning

EMNLP 2019 LOUHI: The Tenth International Workshop on Health Text Mining and Information Analysis

Tuan Ngo Nguyen, Franck Dernoncourt, Thien Huu Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: November 1, 2019

Margin Call: an Accessible Web-based Text Viewer with Generated Paragraph Summaries in the Margin

INLG 2019

Nabah Rizvi, Sebastian Gehrmann, Lidan Wang, Franck Dernoncourt
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: November 1, 2019

Scaling Object Detection by Transferring Classification Weights

ICCV (oral, acceptance rate ~5.0%)

Jason Kuen, Federico Perazzi, Zhe Lin, Jianming Zhang, Yap-Peng Tan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 31, 2019

Detecting Photoshopped Images by Scripting Photoshop

International Conference on Computer Vision (ICCV'19)

Sheng-Yu Wang, Oliver Wang, Andrew Owens, Richard Zhang, Alexei A. Efros
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 29, 2019

Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation

International Conference on Computer Vision (ICCV'19)

Arnab Ghosh, Richard Zhang, Puneet K. Dokania, Alexei A. Efros, Philip H.S. Torr, Oliver Wang, Eli Shechtman
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Human Computer Interaction

Publication date: October 29, 2019

Deep CG2Real: Synthetic-to-Real Translation via Image Disentanglement

International Conference on Computer Vision (ICCV'19)

Sai Bi, Kalyan Sunkavalli, Federico Perazzi, Eli Shechtman, Vladimir Kim, Ravi Ramamoorthi
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: October 29, 2019

UprightNet: Geometry-Aware Camera Orientation Estimation from Single Images

International Conference on Computer Vision (ICCV'19)

Wenqi Xian, Zhengqi Li, Matt Fisher, Jonathan Eisenmann, Eli Shechtman, Noah Snavely
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 29, 2019

Layout-induced Video Representation for Recognizing Agent-in-Place Actions

International Conference on Computer Vision (ICCV)

Ruichi Yu, Hongcheng Wang, Ang Li, Jingxiao Zheng, Vlad Morariu, Larry S. Davis
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
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