Doermann, David S.

22 publications

CVPRW 2025 PLVM: A Tuning-Free Approach for Personalized Large Vision-Language Model Chau Pham, Hoang Phan, David S. Doermann, Yunjie Tian

AAAI 2024 Federated Learning via Input-Output Collaborative Distillation Xuan Gong, Shanglin Li, Yuxiang Bao, Barry Yao, Yawen Huang, Ziyan Wu, Baochang Zhang, Yefeng Zheng, David S. Doermann

AAAI 2023 Progressive Multi-View Human Mesh Recovery with Self-Supervision Xuan Gong, Liangchen Song, Meng Zheng, Benjamin Planche, Terrence Chen, Junsong Yuan, David S. Doermann, Ziyan Wu

AAAI 2022 Preserving Privacy in Federated Learning with Ensemble Cross-Domain Knowledge Distillation Xuan Gong, Abhishek Sharma, Srikrishna Karanam, Ziyan Wu, Terrence Chen, David S. Doermann, Arun Innanje

IJCAI 2021 Uncertainty-Aware Binary Neural Networks Junhe Zhao, Linlin Yang, Baochang Zhang, Guodong Guo, David S. Doermann

AAAI 2020 Binarized Neural Architecture Search Hanlin Chen, Li'an Zhuo, Baochang Zhang, Xiawu Zheng, Jianzhuang Liu, David S. Doermann, Rongrong Ji

IJCAI 2020 CP-NAS: Child-Parent Neural Architecture Search for 1-Bit CNNs Li'an Zhuo, Baochang Zhang, Hanlin Chen, Linlin Yang, Chen Chen, Yanjun Zhu, David S. Doermann

AAAI 2019 Calibrated Stochastic Gradient Descent for Convolutional Neural Networks Li'an Zhuo, Baochang Zhang, Chen Chen, Qixiang Ye, Jianzhuang Liu, David S. Doermann

AAAI 2019 Projection Convolutional Neural Networks for 1-Bit CNNs via Discrete Back Propagation Jiaxin Gu, Ce Li, Baochang Zhang, Jungong Han, Xianbin Cao, Jianzhuang Liu, David S. Doermann

CVPR 2012 Unsupervised Feature Learning Framework for No-Reference Image Quality Assessment Peng Ye, Jayant Kumar, Le Kang, David S. Doermann

ECCV 2008 Learning Visual Shape Lexicon for Document Image Content Recognition Guangyu Zhu, Xiaodong Yu, Yi Li, David S. Doermann

ECCV 2008 Signature-Based Document Image Retrieval Guangyu Zhu, Yefeng Zheng, David S. Doermann

ICCV 2007 An Interactive Approach to Pose-Assisted and Appearance-Based Segmentation of Humans Zhe Lin, Larry S. Davis, David S. Doermann, Daniel DeMenthon

ICCV 2007 Hierarchical Part-Template Matching for Human Detection and Segmentation Zhe Lin, Larry S. Davis, David S. Doermann, Daniel DeMenthon

ICCV 2007 Learning Higher-Order Transition Models in Medium-Scale Camera Networks Ryan Farrell, David S. Doermann, Larry S. Davis

CVPR 2007 Multi-Scale Structural Saliency for Signature Detection Guangyu Zhu, Yefeng Zheng, David S. Doermann, Stefan Jaeger

CVPR 2005 Flattening Curved Documents in Images Jian Liang, Daniel DeMenthon, David S. Doermann

ICCV 2005 Robust Point Matching for Two-Dimensional Nonrigid Shapes Yefeng Zheng, David S. Doermann

CVPR 2004 Representation and Recognition of Events in Surveillance Video Using Petri Nets Nagia M. Ghanem, Daniel DeMenthon, David S. Doermann, Larry S. Davis

CVPRW 2004 Representation and Recognition of Events in Surveillance Video Using Petri Nets Nagia M. Ghanem, Daniel DeMenthon, David S. Doermann, Larry S. Davis

CVPRW 2003 Background Line Detection with a Stochastic Model Yefeng Zheng, Huiping Li, David S. Doermann

CVPR 1992 Recovery of Temporal Information from Static Images of Handwriting David S. Doermann, Azriel Rosenfeld