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