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[交流]
key words: deep learning, computer vision, machine learning, image processing, m
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Job Responsibilities: - Develop computer vision/image processing algorithms for medical image analysis, including but not limit to semantic segmentation, object detection, localization, and recognition. - Meet algorithm performance and accuracy target on time. - Write clean and re-usable code in programming languages such as C++/Python. - Algorithm debugging and optimization, prototyping, benchmarking. - Proper documentation of projects and related duties - Participate in project reviews and demos. - Ensure timely delivery of quality of works and services - Related ad-hoc work as requested by the company Job Requirements: - Master degree or above in optimization/computer science/deep learning/Artificial Intelligence or similar. - Rich experience on data dimension reduction and machine learning. - Excellent programming ability in at least one of following languages, including C/C++, Java, Python, Matlab. - at least 3 years academic research or industry development experience on computer vision and pattern recognition. - Rich experience on one or more of following APIs is a plus, including Tensorflow, MXNet, Theano, PyTorch, Caffe or similar - Rich experience on one or more of following deep learning topics is a plus, including GAN, ResNet, FCN, RPN or relevant. - Rich experience on one or more of following topics is a plus, multi-task/multi-labeling/multi-attribute learning, weakly-supervise/semi-supervise/unsupervised learning. - First author of PAMI, IJCV, JMLR, such top-level journal is highly appreciated. - First author of TMI, MICCAI, MIA, such top publication in medical image analysis is a plus. - First author of TIP, NIPS, CVPR，ICCV，ECCV，ICLR，ICML, AAAI, such prestigious publication is a plus. - First author of ICIP, ICME, ICASSP, ICPR, ACCV, BMVC, such second-tier conference is a half plus. - Good written and oral communication skills in both English and Mandarin Chinese - Capable of working independently and in a team. - Ability to work in a fast paced, ever-changing, multi-task environment. - Ability to Influence others.  [ 来自版块群 浙江 ] |
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2wei
铁杆木虫 (著名写手)
- 应助: 5 (幼儿园)
- 金币: 6282.8
- 散金: 243
- 红花: 1
- 沙发: 2
- 帖子: 2122
- 在线: 561.4小时
- 虫号: 2793736
- 注册: 2013-11-11
- 性别: GG
- 专业: 医学图像数据处理与分析
2楼2018-05-04 04:06:44
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