Computer Vision

Publication

Unifying Vision, Text, and Layout for Universal Document Processing

Zineng Tang, Ziyi Yang, Guoxin Wang, Yuwei Fang, Yang Liu, Chenguang Zhu, Michael Zeng, Cha Zhang, Mohit Bansal

The IEEE / CVF Computer Vision and Pattern Recognition Conference | June 2023

Publication

Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing

Shruthi Bannur, Stephanie Hyland, Flora Liu, Fernando Pérez-García, Maximilian Ilse, Daniel Coelho de Castro, Benedikt Boecking, Harshita Sharma, Kenza Bouzid, Anja Thieme, Anton Schwaighofer, Maria Teodora Wetscherek, Matthew Lungren, Aditya Nori, Javier Alvarez-Valle, Ozan Oktay

The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) | June 2023

Publication

Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles

Shuquan Ye, Yujia Xie, Dongdong Chen, Yichong Xu, Lu Yuan, Chenguang Zhu, Jing Liao

The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR) 2023 | June 2023

Publication

Sparse Mixture-of-Experts are Domain Generalizable Learners

Bo Li*, Yifei Shen*, Jingkang Yang, Yezhen Wang, Jiawei Ren, Tong Che, Jun Zhang, Ziwei Liu

International Conference on Learning Representations (Oral) | May 2023

Project: Inductive bias in neural architectures

Publication

EVC: Towards Real-Time Neural Image Compression with Mask Decay

Guo-Hua Wang, Jiahao Li, Bin Li, Yan Lu

International Conference on Learning Representations | May 2023

Publication

Hard-Meta-Dataset++: Towards Understanding Few-Shot Performance on Difficult Tasks

Samyadeep Basu, Megan Stanley, John Bronskill, Soheil Feizi, Daniela Massiceti

2023 International Conference on Learning Representations | May 2023

Publication

GEMEL: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge

Arthi Padmanabhan , Neil Agarwal , Anand Iyer, Ganesh Ananthanarayanan, Yuanchao Shu, Nikolaos Karianakis, Guoqing Harry Xu , Ravi Netravali

USENIX NSDI | April 2023

Publication

RECL: Responsive Resource-Efficient Continuous Learning for Video Analytics

Mehrdad Khani , Ganesh Ananthanarayanan, Kevin Hsieh, Junchen Jiang , Ravi Netravali , Yuanchao Shu, Mohammad Alizadeh, Victor Bahl

USENIX NSDI | April 2023

Project

Living Display

The purpose of this research is to provide an immersive, visually natural videoconferencing experience that is much closer to an in-person, face-to-face meeting than existing conferencing products.

Publication

Leading pedestrian intervals – Yay or Nay? A Before-After evaluation of multiple conflict types using an enhanced Non-Stationary framework integrating quantile regression into Bayesian hierarchical extreme value analysis

Ashutosh Arun, Craig Lyon, Tarek Sayed, Simon Washington, Franz Loewenherz, Darcy Akers, Ganesh Ananthanarayanan, Yuanchao Shu, Mark Bandy, Md. Mazharul Haque

Accident Analysis & Prevention | March 2023, Vol 181

Project InnerEye: Augmenting cancer radiotherapy workflows with deep learning and open source webinar

Utilizing consumer cameras for contact-free physiological measurement in telehealth and beyond

Camera-based non-contact health sensing webinar

Enabling interaction between mixed reality and robots via cloud-based localization

Unifying Vision, Text, and Layout for Universal Document Processing

Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing

Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles

Sparse Mixture-of-Experts are Domain Generalizable Learners

EVC: Towards Real-Time Neural Image Compression with Mask Decay

Hard-Meta-Dataset++: Towards Understanding Few-Shot Performance on Difficult Tasks

GEMEL: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge

RECL: Responsive Resource-Efficient Continuous Learning for Video Analytics

Living Display

Leading pedestrian intervals – Yay or Nay? A Before-After evaluation of multiple conflict types using an enhanced Non-Stationary framework integrating quantile regression into Bayesian hierarchical extreme value analysis

Computer Vision

Highlights