Adobe Research » Publications

Publication date: June 20, 2023

SimpSON: Simplifying Photo Cleanup With Single-Click Distracting Object Segmentation Network

Computer Vision and Pattern Recognition (CVPR'23)

Chuong Huynh, Yuqian Zhou, Zhe Lin, Connelly Barnes, Eli Shechtman, Sohrab Amirghodsi, Abhinav Shrivastava

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: June 18, 2023

RoSteALS: Robust Steganography using Autoencoder Latent Space

CVPR Workshop on Media Forensics (CVPRW)

Tu Bui, Shruti Agarwal, Ning Yu, John Collomosse

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

Publication date: June 18, 2023

MIME: Human-Aware 3D Scene Generation

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

Hongwei Yi, Chun-Hao (Paul) Huang, Shashank Tripathi, Lea Hering, Justus Thies, Michael J. Black

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

Publication date: June 18, 2023

Normal-guided Garment UV Prediction for Human Re-texturing

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

Yasamin Jafarian, Tuanfeng Y. Wang, Duygu Ceylan, Jimei Yang, Nathan Carr, Yi Zhou, Hyun Soo Park

Highlight (10% of accepted papers, 2.5% of submissions)

AI & Machine Learning
AR, VR & 360 Photography
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: June 18, 2023

Blowing in the Wind: CycleNet for Human Cinemagraphs from Still Images

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

Hugo Bertiche, Niloy J. Mitra, Kuldeep Kulkarni, Chun-Hao Paul Huang, Tuanfeng Y. Wang, Meysam Madadi, Sergio Escalera, Duygu Ceylan

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

Publication date: June 18, 2023

Fast Natural Language Based Data Exploration with Samples

International Conference on Management of Data (SIGMOD)

Shubham Agarwal, Gromit Yeuk-Yin Chan, Shaddy Garg, Tong Yu, Subrata Mitra

Data Intelligence

Publication date: June 18, 2023

GamutMLP: A Lightweight MLP for Color Loss Recovery

CVPR 2023

Hoang Le, Brian Price, Scott Cohen, Michael Brown

Computer Vision, Imaging & Video

Publication date: June 18, 2023

Towards Open-World Segmentation of Parts

CVPR 2023

Tai-Yu Pan, Qing Liu, Wei-Lun Chao, Brian Price

Computer Vision, Imaging & Video

Publication date: June 18, 2023

ObjectStitch: Generative Object Compositing

CVPR 2023

Yizhi Song, Zhifei Zhang, Zhe Lin, Scott Cohen, Brian Price, Jianming Zhang, Soo Ye Kim, Daniel Aliaga

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

Publication date: June 18, 2023

Unsupervised 3D Shape Reconstruction by Part Retrieval and Assembly

CVPR

Xianghao Xu, Paul Guerrero, Matt Fisher, Siddhartha Chaudhuri, Daniel Ritchie

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

Publication date: June 18, 2023

Language-Guided Audio-Visual Source Separation via Trimodal Consistency

Conference on Computer Vision and Pattern Recognition (CVPR)

Reuben Tan, Arijit Ray, Bryan A. Plummer, Justin Salamon, Oriol Nieto, Bryan Russell, Kate Saenko

Highlight Paper (Top 10%)

AI & Machine Learning
Audio
Computer Vision, Imaging & Video

Publication date: June 18, 2023

Improving Cross-Domain Detection with Self-Supervised Learning

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops

Kai Li, Curtis Wigington, Chris Tensmeyer, Vlad Morariu, Handong Zhao, Varun Manjunatha, Nikolaos Barmpalios, Yun Fu

Computer Vision, Imaging & Video
Document Intelligence

Publication date: June 10, 2023

Visualizing Topics and Opinions Helps Students Interpret Large Collections of Peer Feedback for Creative Projects

Transactions on Human-Computer Interaction (TOCHI)

Patrick Crain, Jaewook Lee, Yu-Chen Yen, Joy Kim, Alyssa Aiello, Brian Bailey

Human Computer Interaction

Publication date: June 7, 2023

SketchBuddy: Context-Aware Sketch Enrichment and Enhancement

ACM Conference on Multimedia Systems (MMSys)

Aishwarya Agarwal, Anuj Srivastava, Inderjeet Nair, Swasti Shreya Mishra, Vineeth Dorna, Sharmila Reddy Nangi, Balaji Vasan Srinivasan

Computer Vision, Imaging & Video

Publication date: June 6, 2023

Curricular Next Conversation Prediction Pretraining for Transcript Segmentation

Findings of EACL 2023

Anvesh Rao Vijjini, Hanieh Deilamsalehy, Franck Dernoncourt, Snigdha Chaturvedi

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: June 4, 2023

Audio-Text Models Do Not Yet Leverage Natural Language

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Ho-Hsiang Wu, Oriol Nieto, Juan Pablo Bello, Justin Salamon

AI & Machine Learning
Audio

Publication date: June 4, 2023

Transcription Free Filler Word Detection with Neural Semi-CRFs

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Ge Zhu, Yujia Yan, Juan-Pablo Caceres, Zhiyao Duan

AI & Machine Learning
Audio

Publication date: June 1, 2023

Complete 3D Human Reconstruction from a Single Incomplete Image

IEEE Computer Vision and Pattern Recognition (CVPR) 2023

Junying Wang, Jae Shin Yoon, Tuanfeng Y. Wang, Krishna Kumar Singh, Ulrich Neumann

AI & Machine Learning

Publication date: May 12, 2023

Subpixel Deblurring of Anti-Aliased Raster Clip-Art

Computer Graphics Forum, Proc. Eurographics 2023

Jinfan Yang, Nicholas Vining, Shakiba Kheradmand, Nathan Carr, Leonid Sigal, Alla Sheffer

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

Publication date: May 3, 2023

PiC: A Phrase-in-Context Dataset for Phrase Understanding and Semantic Search

EACL 2023

Thang Minh Pham, David Seunghyun Yoon, Trung Bui, Anh Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

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