Publications

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

Publication date: April 30, 2023

CausIL: Causal Graph for Instance Level Microservice Data

Proceedings of the Web Conference (WWW)

Sarthak Chakraborty, Shubham Agarwal, Shaddy Garg, Ayush Chauhan, Shiv Saini
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Systems & Languages

Publication date: April 30, 2023

Augmenting Visualizations with Predictive and Investigative Insights to Facilitate Decision Making

ACM Web Conference (WebConf)

Md Main Uddin Rony, Fan Du, Ryan A. Rossi, Jane Hoffswell, Niyati Chhaya, Iftikhar Ahamath Burhanuddin, Eunyee Koh
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: April 4, 2023

Towards Optimizing Storage Costs on the Cloud

International Conference on Data Engineering (ICDE)

Koyel Mukherjee, Raunak shah, Shiv Saini, Karanpreet Singh, Khushi ., Harsh Kesarwani, Kavya Barnwal, Ayush Chauhan, Mukherjee
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Systems & Languages

Publication date: April 1, 2023

Automatic High Resolution Wire Segmentation and Removal

CVPR 2023

Mang Tik Chiu, Xuaner Zhang, Zijun Wei, Yuqian Zhou, Eli Shechtman, Connelly Barnes, Zhe Lin, Florian Kainz, Sohrab Amirghodsi, Humphrey Shi
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: March 10, 2023

A Semi-Procedural Convolutional Material Prior

CGF, Eurographics 2023

Xilong Zhou, Miloš Hašan, Valentin Deschaintre, Paul Guerrero, Kalyan Sunkavalli, Nima Khademi Kalantari
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: March 2, 2023

Image as Set of Points

ICLR 2023

Xu Ma, Yuqian Zhou, Huan Wang, Can Qin, Bin Sun, Chang Liu, Yun Fu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: February 22, 2023

SODA: Protecting Proprietary Information in On-Device Machine Learning Models

ACM/IEEE Symposium on Edge Computing

Akanksha Atrey, Ritwik Sinha, Saayan Mitra, Prashant Shenoy
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence

Publication date: February 14, 2023

DocEdit: Language-guided Document Editing

AAAI 2023

Puneet Mathur, Rajiv Jain, Jiuxiang Gu, Franck Dernoncourt, Dinesh Manocha, Vlad Morariu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: February 14, 2023

Envisioning the Next-Gen Document Reader

AAAI-23 Workshop on Scientific Document Understanding

Catherine Yeh, Nedim Lipka, Franck Dernoncourt
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Natural Language Processing

Publication date: February 13, 2023

Personalized Detection of Cognitive Biases in Actions of Users from Their Logs: Anchoring and Recency Biases

AAAI 2023 Workshop AI4BC: AI for Behavior Change

Atanu R Sinha, Navita Goyal, Sunny Dhamnani, Tanay Asija, Raja K Dubey, M V Kaarthik Raja, Georgios Theocharous
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Intelligent Agents & Assistants

Publication date: January 6, 2023

LiveSeg: Unsupervised Multimodal Temporal Segmentation of Long Livestream Videos

WACV 2023

Jielin Qiu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Ding Zhao, Hailin Jin
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: January 6, 2023

LayerDoc: Layer-wise Extraction of Spatial Hierarchical Structure in Visually-Rich Documents

WACV 2023

Puneet Mathur, Rajiv Jain, Ashutosh Mehra, Jiuxiang Gu, Franck Dernoncourt, Anandhavelu Natarajan, Quan Hung Tran, Verena Kaynig-Fittkau, Ani Nenkova, Dinesh Manocha, Vlad Morariu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: January 4, 2023

Layout Representation Learning with Spatial and Structural Hierarchies

AAAI Conference on Artificial Intelligence (AAAI)

Yue Bai, Dipu Manandhar, Zhaowen Wang, John Collomosse, Yun Fu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence

Publication date: January 4, 2023

Audio-Visual Contrastive Learning with Temporal Self-Supervision

AAAI Conference on Artificial Intelligence (AAAI)

Simon Jenni, Alexander Black, John Collomosse, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence

Publication date: January 4, 2023

Video Manipulations Beyond Faces: A Dataset with Human-Machine Analysis

IEEE/CVF Winter Conf. on Applications of Computer Vision (WACV-W)

Trisha Mittal, Ritwik Sinha, Vishy Swaminathan, John Collomosse, Dinesh Manocha
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence
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