Mohammad Azam Khan

Postdoc


Curriculum vitae




Publications


WaveBound: Dynamic Error Bounds for Stable Time Series Forecasting


Youngin Cho, Daejin Kim, Dongmin Kim, Mohammad Azam Khan, J. Choo

Neural Information Processing Systems (NeurIPS), 2022


Mining Multi-Label Samples from Single Positive Labels


Youngin Cho, Daejin Kim, Mohammad Azam Khan, Jaegul Choo

Neural Information Processing Systems (NeurIPS), 2022


Guiding Users to Where to Give Color Hints for Efficient Interactive Sketch Colorization via Unsupervised Region Prioritization


Youngin Cho, Junsoo Lee, Soyoung Yang, Juntae Kim, Yeojeong Park, Haneol Lee, Mohammad Azam Khan, Daesik Kim, J. Choo

IEEE Workshop/Winter Conference on Applications of Computer Vision, 2022


Not just Compete, but Collaborate: Local Image-to-Image Translation via Cooperative Mask Prediction


Daejin Kim, Mohammad Azam Khan, J. Choo

Computer Vision and Pattern Recognition, 2021


Development of artificial intelligence system for quality control of photo documentation in esophagogastroduodenoscopy


Seong Ji Choi, Mohammad Azam Khan, H. Choi, J. Choo, Jae Min Lee, Soonwook Kwon, B. Keum, H. Chun

Surgical Endoscopy, 2021


Green Energy from Cycle Rickshaws: A Novel Approach to Utilize the Impoverished Section of Bangladesh


Sultan Uddin Khan, Md. Shazzad Hossain, M. Khan

2021 International Conference on Green Energy, Computing and Sustainable Technology (GECOST), 2021


Unsupervised Neural Machine Translation for Low-Resource Domains via Meta-Learning


Cheonbok Park, Yunwon Tae, Taehee Kim, Soyoung Yang, Mohammad Azam Khan, Lucy Park, J. Choo

Annual Meeting of the Association for Computational Linguistics, 2020


Automatic detection of tympanic membrane and middle ear infection from oto-endoscopic images via convolutional neural networks


Mohammad Azam Khan, Soonwook Kwon, Jae-Wook Choo, S. Hong, S. Kang, Il-Ho Park, Sung Kyun Kim, S. Hong

Neural Networks, 2020


A Multi-Organ Nucleus Segmentation Challenge


Neeraj Kumar, R. Verma, Deepak Anand, Yanning Zhou, O. F. Onder, E. Tsougenis, Hao Chen, P. Heng, Jiahui Li, Zhiqiang Hu, Yunzhi Wang, Navid Alemi Koohbanani, M. Jahanifar, Neda Zamani Tajeddin, A. Gooya, N. Rajpoot, Xuhua Ren, Sihang Zhou, Qian Wang, D. Shen, Cheng-Kun Yang, C. Weng, Wei-Hsiang Yu, Chao-Yuan Yeh, Shuang Yang, Shuoyu Xu, P. Yeung, Peng Sun, A. Mahbod, G. Schaefer, I. Ellinger, R. Ecker, O. Smedby, Chunliang Wang, Benjamin Chidester, That-Vinh Ton, M. Tran, Jian Ma, M. Do, S. Graham, Q. Vu, J. T. Kwak, Akshaykumar Gunda, R. Chunduri, Corey Hu, Xiao-xiao Zhou, Dariush Lotfi, Reza Safdari, Antanas Kascenas, Alison Q. O'Neil, Dennis Eschweiler, J. Stegmaier, Yanping Cui, Baocai Yin, Kailin Chen, Xinmei Tian, P. Gruening, E. Barth, E. Arbel, I. Remer, A. Ben-Dor, E. Sirazitdinova, Matthias Kohl, S. Braunewell, Yuexiang Li, Xinpeng Xie, Linlin Shen, Jun Ma, K. D. Baksi, Mohammad Azam Khan, J. Choo, Adrián Colomer, V. Naranjo, L. Pei, K. Iftekharuddin, K. Roy, D. Bhattacharjee, Aníbal Pedraza, M. G. Bueno, S. Devanathan, Saravanan Radhakrishnan, Praveen Koduganty, Zihan Wu, Guanyu Cai, Xiaojie Liu, Yuqin Wang, A. Sethi

IEEE Transactions on Medical Imaging, 2020


Towards Lightweight Lane Detection by Optimizing Spatial Embedding


Seokwoo Jung, Sungha Choi, Mohammad Azam Khan, J. Choo

arXiv.org, 2020


An objective comparison of detection and segmentation algorithms for artefacts in clinical endoscopy


Sharib Ali, Felix Y Zhou, B. Braden, Adam D. Bailey, Suhui Yang, G. Cheng, Pengyi Zhang, Xiaoqiong Li, Maxime Kayser, R. Soberanis-Mukul, Shadi Albarqouni, Xiaokang Wang, Chunqing Wang, Seiryo Watanabe, I. Oksuz, Qingtian Ning, Shufan Yang, Mohammad Azam Khan, Xiaohong W. Gao, S. Realdon, M. Loshchenov, J. Schnabel, J. East, G. Wagnières, V. Loschenov, E. Grisan, C. Daul, W. Blondel, J. Rittscher

Scientific Reports, 2020


Meta-Learning for Low-Resource Unsupervised Neural MachineTranslation


Yunwon Tae, Cheonbok Park, Taehee Kim, Soyoung Yang, Mohammad Azam Khan, Eunjeong Park, Tao Qin, J. Choo

arXiv.org, 2020


End-to-End Partial Discharge Detection in Power Cables via Time-Domain Convolutional Neural Networks


Mohammad Azam Khan, Jae-Wook Choo, Yong-Hwa Kim

Journal of Electrical Engineering and Technology, 2019


Classification of Cancer Microscopic Images via Convolutional Neural Networks


Mohammad Azam Khan, J. Choo

Lecture Notes in Bioengineering, 2019


Intelligent fault detection using raw vibration signals via dilated convolutional neural networks


Mohammad Azam Khan, Yong-Hwa Kim, J. Choo

Journal of Supercomputing, 2018


Intelligent Fault Detection via Dilated Convolutional Neural Networks


Mohammad Azam Khan, Yong-Hwa Kim, J. Choo

International Conference on Big Data and Smart Computing, 2018


ASTERISK Based Open Source IP-PBX System for Accountable Customer Support Service


Mohammad Azam Khan, K. Shahriar

International Symposium on Computational and Business Intelligence, 2015

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