Publications

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: June 24, 2022

GAN-Supervised Dense Visual Alignment (GANgealing)

Computer Vision and Pattern Recognition (CVPR'22)

William Peebles, Jun-Yan Zhu, Richard Zhang, Antonio Torralba, Alexei Efros, Eli Shechtman
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 24, 2022

Audio-Driven Neural Gesture Reenactment With Video Motion Graphs

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

Yang Zhou, Jimei Yang, Dingzeyu Li, Jun Saito, Deepali Aneja, Evangelos Kalogerakis
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 23, 2022

Ensembling Off-the-shelf Models for GAN Training

Computer Vision and Pattern Recognition (CVPR'22)

Nupur Kumari, Richard Zhang, Eli Shechtman, Jun-Yan Zhu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 22, 2022

StyleSDF: High-Resolution 3D-Consistent Image and Geometry Generation

Computer Vision and Pattern Recognition (CVPR'22)

Roy O-Elr, Xuan Luo, Mengyi Shan, Eli Shechtman, Jeong Joon Park, Ira Kemelmacher-Shlizerman
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 21, 2022

Layered Depth Refinement with Mask Guidance

Conference on Computer Vision and Pattern Recognition (CVPR)

Soo Ye Kim, Jianming Zhang, Simon Niklaus, Yifei Fan, Simon Chen, Zhe Lin, Munchurl Kim
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 20, 2022

OPAD: An Optimized Policy-based Active Learning Framework for Document Content Analysis

IEEE CVPR Workshop on Fair, Data Efficient and Trusted Computer Vision

Sumit Shekhar, Bhanu Prakash Reddy Guda, Ashutosh Chaubey, Ishan Jindal, Avneet Jain
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Document Intelligence

Publication date: June 20, 2022

APES: Articulated Part Extraction from Sprite Sheets

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

Zhan Xu, Matt Fisher, Yang Zhou, Deepali Aneja, Rushikesh Dudhat, Li Yi, Evangelos Kalogerakis
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 19, 2022

InsetGAN for Full-Body Image Generation

CVPR2022

Anna Frühstück, Krishna Kumar Singh, Eli Shechtman, Niloy J. Mitra, Peter Wonka, Jingwan (Cynthia) Lu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 19, 2022

Learning Motion-Dependent Appearance for High-Fidelity Rendering of Dynamic Humans from a Single Camera

CVPR2022

Jae Shin Yoon, Duygu Ceylan, Tuanfeng Y. Wang, Jingwan (Cynthia) Lu, Jimei Yang, Zhixin Shu, Hyun Soo Park
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 19, 2022

Inverting and Editing Real Images with Spatially Varying and Automatic Latent Selection

CVPR2022

Gaurav Parmar, Yijun Li, Jingwan (Cynthia) Lu, Richard Zhang, Jun-Yan Zhu, Krishna Kumar Singh
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 19, 2022

GLASS: Geometric Latent Augmentation for Shape Spaces

CVPR

Sanjeev Muralikrishnan, Siddhartha Chaudhuri, Noam Aigerman, Vladimir (Vova) Kim, Matt Fisher, Niloy J. Mitra
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 19, 2022

ARIA: Adversarially Robust Image Attribution for Content Provenance

CVPR 2022, Workshop on Media Forensics

Maksym Andriushchenko, Rebecca LI, Geoffrey Oxholm, Thomas Gittings, Tu Bui, Nicolas Flammarion, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence

Publication date: June 19, 2022

Point-NeRF: Point-based Neural Radiance Fields

Computer Vision and Pattern Recognition (CVPR'22)

Qiangeng Xu, Zexiang Xu, Julien Philip, Sai Bi, Zhixin Shu, Kalyan Sunkavalli, Ulrich Neumann
Oral
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 19, 2022

It’s Time for Artistic Correspondence in Music and Video

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

Dídac Surís, Carl Vondrick, Bryan Russell, Justin Salamon
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 19, 2022

Boosting Robustness of Image Matting With Context Assembling and Strong Data Augmentation

CVPR 2022

Yutong Dai, Brian Price, He Zhang, Chunhua Shen
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 19, 2022

Generalizing Interactive Backpropagating Refinement for Dense Prediction Networks

CVPR 2022

Fanqing Lin, Brian Price, Tony Martinez
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 13, 2022

Personalized Font Recommendations: Combining ML and Typographic Guidelines to Optimize Readability

Designing Interactive Systems Conference (DIS)

Tianyuan Cai, Shaun Wallace, Tina Rezvanian, Jonathan Dobres, Bernard Kerr, Samuel Berlow, Jeff Huang, Ben D Sawyer, Zoya Bylinskii
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Human Computer Interaction

Publication date: June 12, 2022

Efficient Insights Discovery through Conditional Generative Model based Query Approximation

International Conference on Management of Data (SIGMOD)

Vibhor Porwal, Subrata Mitra, Fan Du, John Anderson, Nikhil Sheoran, Anup Rao, Tung Mai, Gautam Kowshik, Sapthotharan Nair, Sameeksha Arora, Saurabh Mahapatra
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Systems & Languages

Publication date: May 27, 2022

Transfer Learning and Prediction Consistency for Detecting Offensive Spans of Text

Findings of ACL 2022

Amir Pouran Ben Veyseh, Ning Xu, Quan Hung Tran, Varun Manjunatha, Franck Dernoncourt, Thien Huu Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing
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