Adobe Research » Publications

Publication date: July 15, 2021

Graph Learning Regularization and Transfer Learning for Few-Shot Event Detection

SIGIR 2021

Viet Dac Lai, Minh Nguyen, Thien Huu Nguyen, Franck Dernoncourt

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: July 2, 2021

Point-Based Neural Rendering with Per-View Optimization

Computer Graphics Forum (EGSR 2021)

Georgios Kopanas, Julien Philip, Thomas Leimkühler, George Drettakis

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

Publication date: July 1, 2021

SONIC: Application-aware Data Passing for Chained Serverless Applications

USENIX Annual Technical Conference (ATC)

Ashraf Mahgoub, Karthick Shankar, Subrata Mitra, Ana Klimovic, Somali Chaterji, Saurabh Bagchi

Data Intelligence
Systems & Languages

Publication date: June 29, 2021

MatMorpher: A Morphing Operator for SVBRDFs

EGSR 2021

Alban Gauthier, Jean-Marc Thiery, Tamy Boubekeur

Graphics (2D & 3D)

Publication date: June 28, 2021

Shöwn: Adaptive Conceptual Guidance Aids Example Use in Creative Tasks

Designing Interactive Systems Conference (DIS)

Tricia Ngoon, Joy Kim, Scott Klemmer

Human Computer Interaction

Publication date: June 25, 2021

Learning by Planning: Language-Guided Global Image Editing

CVPR 2021

Jing Shi, Ning Xu, Yihang Xu, Trung Bui, Franck Dernoncourt, Chenliang Xu

AI & Machine Learning
Computer Vision, Imaging & Video
Natural Language Processing

Publication date: June 24, 2021

StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation

Computer Vision and Pattern Recognition (CVPR'21)

Zongze Wu, Dani Lischinski, Eli Shechtman, Shechtman

Oral

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 23, 2021

Few-shot Image Generation via Cross-domain Correspondence

Computer Vision and Pattern Recognition (CVPR'21)

Utkarsh Ojha, Yijun Li, Jingwan (Cynthia) Lu, Alexei A. Efros, Yong Jae Lee, Eli Shechtman, Richard Zhang

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 23, 2021

Spatially-Adaptive Pixelwise Networks for Fast Image Translation

Computer Vision and Pattern Recognition (CVPR'21)

Tamar Rott Shaham, Michaël Gharbi, Richard Zhang, Eli Shechtman, Tomer Michaeli

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 22, 2021

Ensembling with Deep Generative Views

Computer Vision and Pattern Recognition (CVPR'21)

Lucy Chai, Jun-Yan Zhu, Eli Shechtman, Phillip Isola, Richard Zhang

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

Publication date: June 21, 2021

TransFill: Reference-guided Image Inpainting by Merging Multiple Color and Spatial Transformations

Computer Vision and Pattern Recognition (CVPR'21)

Yuqian Zhou, Connelly Barnes, Eli Shechtman, Sohrab Amirghodsi

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 21, 2021

Multi-Scale Aligned Distillation for Low-Resolution Detection

Conference on Computer Vision and Pattern Recognition (CVPR'21)

Lu Qi, Jason Kuen, Jiuxiang Gu, Zhe Lin, Yi Wang, Yukang Chen, Yanwei Li, Jiaya Jia

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 21, 2021

Rethinking Text Segmentation: A Novel Dataset and a Text-Specific Refinement Approach

CVPR 2021

Xingqian Xu, Zhifei Zhang, Zhaowen Wang, Brian Price, Zhonghao Want, Humphrey Shi

Computer Vision, Imaging & Video
Document Intelligence

Publication date: June 20, 2021

Deep Image Comparator: Learning to Visualize Editorial Change

CVPR Workshop on Media Forensics (CVPRW)

Alexander Black, Tu Bui, Hailin Jin, Vishy Swaminathan, John Collomosse

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

Publication date: June 19, 2021

IMAGINE: Image Synthesis by Image-Guided Model Inversion

CVPR2021

Pei Wang, Yijun Li, Krishna Kumar Singh, Jingwan (Cynthia) Lu, Nuno Vasconcelos

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 19, 2021

Content-Aware GAN Compression

Conference on Computer Vision and Pattern Recognition (CVPR)

Yuchen Liu, Zhixin Shu, Yijun Li, Zhe Lin, Federico Perazzi, Sun-Yuan Kung

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 19, 2021

Joint Learning of 3D Shape Retrieval and Deformation

CVPR

Mikaela Angelina Uy, Vladimir (Vova) Kim, Minhyuk Sung, Noam Aigerman, Siddhartha Chaudhuri, Leonidas Guibas

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

Publication date: June 19, 2021

DECOR-GAN: 3D Shape Detailization by Conditional Refinement

CVPR (oral)

Zhiqin Chen, Vladimir (Vova) Kim, Matt Fisher, Noam Aigerman, Hao Zhang, Siddhartha Chaudhuri

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

Publication date: June 16, 2021

Toward Automatic Audio Description Generation for Accessible Videos

CHI 2021

Yujia Wang, Wei Liang, Haikun Huang, Yongqi Zhang, Dingzeyu Li, Lap-Fai Yu

AI & Machine Learning
AR, VR & 360 Photography
Computer Vision, Imaging & Video
Human Computer Interaction

Publication date: June 11, 2021

X-METRA-ADA: Cross-lingual Meta-Transfer learning Adaptation to Natural Language Understanding and Question Answering

NAACL 2021

Meryem M'hamdi, Doo Soon Kim, Franck Dernoncourt, Trung Bui, Xiang Ren, Jonathan May

AI & Machine Learning
Intelligent Agents & Assistants
Natural Language Processing

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