Publications
- A One-Shot Learning Framework for Assessment of Fibrillar Collagen from Second Harmonic Generation Images of an Infarcted Myocardium, Qun Liu, Supratik Mukhopadhyay, Maria Ximena Bastidas Rodriguez, et al., in the IEEE International Symposium on Biomedical Imaging (ISBI 2020) [PDF]
- DeepSat V2: Feature Augmented Convolutional Neural Nets for Satellite Image Classification, Qun Liu, Saikat Basu, Sangram Ganguly, et al., in the Remote Sensing Letters (RSL), 2019 [PDF]
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Deep Learning-Based Feature-Aware Data Modeling for Complex Physics Simulations,
Qun Liu, Subhashis Hazarika, John Patchett, et al., in the International Conference for High Performance Computing, Networking, Storage, and Analysis (SC'19) (Poster Paper)
[Short] [Long] [Poster] -
PCGAN-CHAR: Progressively Trained Classifier Generative Adversarial Networks for Classification of Noisy Handwritten Bangla Characters,
Qun Liu, Edward Collier, Supratik Mukhopadhyay, in the 21st International Conference on Asia Digital Libraries (ICADL 2019)
[PDF] [PPT] - Improving Route Choice Models by Incorporating Contextual Factors via Knowledge Distillation, Qun Liu, Supratik Mukhopadhyay, Yimin Zhu, et al., in the International Joint Conference on Neural Networks (IJCNN 2019) [PDF] [PPT]
- Unsupervised Learning using Pretrained CNN and Associative Memory Bank, Qun Liu, Supratik Mukhopadhyay, in the International Joint Conference on Neural Networks (IJCNN 2018) [PDF]
- SafeRNet: Safe Transportation Routing in the era of Internet of Vehicles and Mobile Crowd Sensing, Qun Liu, Suman Kumar, Vijay Mago, in the IEEE Consumer Communications and Networking Conference (CCNC 2017) [PDF] [Video]
- Characterization of Fibrillar Collagen Isoforms in the Infarcted Mouse Hearts Using Second Harmonic Generation Imaging, Sushant Sahu, Qianglin Liu, Alisha Prasad, Syed Mohammad Abid Hasan, Qun Liu, Maria Ximena Bastidas Rodriguez, Orna Mukhopadhyay, David Burk, Joseph Francis, Supratik Mukhopadhyay, Xing Fu, Manas Ranjan Gartia, in the Biomedical Optics Express, 2021 [Link]
- Why did you turn on that light?, Supratik Mukhopadhyay, Alimire Nabijiang, Chanachok Chokwitthaya, Yimin Zhu, Girish Rentala, Qun Liu, in the IEEE International Conference on Smart Data Services (SMDS 2021) [PDF]
- Context-Aware Design of Cyber-Physical Human Systems (CPHS), Supratik Mukhopadhyay, Qun Liu, Edward Collier, et al., in the 12th International Conference on Communication Systems and Networks (COMSNETS 2020) [PDF]
- Why do you take that route?, Alimire Nabijiang, Supratik Mukhopadhyay, Sanaz Saeidi, Yimin Zhu, Ravindra Gudishala, Qun Liu, in the 41st Annual Meeting of the Cognitive Science Society (CogSci 2019) [PDF]
- Pixel-level Reconstruction and Classification for Noisy Handwritten Bangla Characters, Manohar Karki, Qun Liu, Robert DiBiano, et al., in the 16th International Conference on Frontiers in Handwriting Recognition (ICFHR 2018) [PDF] [Data]
- Online Object Tracking and Learning with Sparse Deformable Template Models, Bowen Shi, Tianze Fan, Qun Liu, in the International Symposium on Computational Intelligence and Design (ISCID 2015) [PDF]