Publications

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

Publication date: October 29, 2019

Improved Deformation-Driven Element Packing with RepulsionPak

IEEE Transactions on Visualization and Computer Graphics

Reza Adhitya Saputra, Craig Kaplan, Paul Asente
  • Adobe Research icon Graphics (2D & 3D)

Publication date: October 28, 2019

Video Instance Segmentation

ICCV 2019

Linjie Yang, Yuchen Fan, Ning Xu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 28, 2019

Controllable Artistic Text Style Transfer via Shape-Matching GAN

ICCV 2019

Shuai Yang, Zhangyang Wang, Zhaowen Wang, Ning Xu, Jiaying Liu, Zongming Guo
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 28, 2019

An Internal Learning Approach to Video Inpainting

International Conference on Computer Vision (ICCV) 2019

Haotian Zhang, Long Mai, Ning Xu, Zhaowen Wang, John Collomosse, Hailin Jin
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 28, 2019

Neural Re-Simulation for Generating Bounces in Single Images

ICCV 2019

Carlo Innamorati, Bryan Russell, Danny Kaufman, Niloy J. Mitra
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: October 28, 2019

MultiSeg: Semantically Meaningful, Scale-Diverse Segmentations from Minimal User Input

International Conference on Computer Vision (ICCV)

Jun Hao Liew, Scott Cohen, Brian Price, Long Mai, Sim-Heng Ong, Jiashi Feng
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 28, 2019

Unconstrained Foreground Object Search

International Conference on Computer Vision (ICCV)

Yinan Zhao, Brian Price, Scott Cohen, Danna Gurari
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
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