Adobe Research » Publications

Publication date: July 1, 2022

Controlling Material Appearance by Examples

Computer Graphics Forum (EGSR 2022)

Yiwei Hu, Miloš Hašan, Paul Guerrero, Holly Rushmeier, Valentin Deschaintre

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

Publication date: July 1, 2022

Robust Computation of Implicit Surface Networks for Piecewise Linear Functions

ACM Transactions on Graphics (SIGGRAPH 2022)

Xingyi Du, Qingnan Zhou, Nathan Carr, Tao Ju

Graphics (2D & 3D)

Publication date: June 25, 2022

BehanceQA: A New Dataset for Identifying Question-Answer Pairs in Video Transcripts

LREC 2022

Amir Pouran Ben Veyseh, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

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

AI & Machine Learning
Document Intelligence
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

AI & Machine Learning
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

AI & Machine Learning
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

AI & Machine Learning
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

AI & Machine Learning
Computer Vision, Imaging & Video
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

AI & Machine Learning
Computer Vision, Imaging & Video
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

Computer Vision, Imaging & Video
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

AI & Machine Learning
Computer Vision, Imaging & Video
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

AI & Machine Learning
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

AI & Machine Learning
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

AI & Machine Learning
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

AI & Machine Learning
Computer Vision, Imaging & Video
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

AI & Machine Learning
Computer Vision, Imaging & Video
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

AI & Machine Learning
Computer Vision, Imaging & Video
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

AI & Machine Learning
Audio
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

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

Computer Vision, Imaging & Video

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