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Image processing intern Responsibilities： - Help to develop scripts for pre-processing and post-processing functions for CV models
- Explore open source based deep learning model research tracks in CV domain
- Help to perform some data labelling or testing based on needs
Location: Shanghai or Beijing (if location is too far, home based also can be considered)
Background & Skills： - Master/Doctor degree in deep learning, image processing, pattern recognition, computer vision, machine learning related major or research directions
- Proficient in Python and common deep learning frameworks like Tensorflow, Pytorch and etc.
- Familiar with common deep learning based image processing models like V net, U net, FCN etc.
- Having one or multiple below experiences will be considered as an advantage:
- Hands on experience on GAN or coding to process medical image file formats
- Familiar with face recognition
- Familiar with tracking, 3D conv or model quantization
- Familiar with traditional image processing algorithms
- Proven record of CV related paper submissions
NLP intern Responsibilities： - Help to develop scripts for some demo functions
- Explore open source based deep learning model research tracks in NLP (Natural Language Processing) domain
- Help to perform some data labelling or testing based on needs
Location: Beijing or Shanghai (if location is too far, home based also can be considered)
Background & Skills： - Master/Doctor degree in deep learning, NLP, machine learning related major or research directions
- Proficient in Python and common deep learning frameworks like Tensorflow, Pytorch and etc.
- Familiar with common deep learning based NLP models like RNN, Bi-LSTM, etc.
- Having one or multiple below experiences will be considered as an advantage:
- Hands on experience on Bi-LSTM+CRF, Bi-GRU, BERT, Attention, Text CNN, seq2seq, etc.
- Familiar with voice recognition
- Familiar with NER or relation extraction
- Familiar with question answering systems
- Proven record of NLP related paper submissions
Time Series Modeling intern Responsibilities： - Help to develop scripts for some demo functions
- Explore open source based time series modeling research tracks, like organs movement modeling or predictive maintenance
- Help to perform some data labelling or testing based on needs
Location: Beijing or Shanghai (if location is too far, home based also can be considered)
Background & Skills： - Master/Doctor degree in medical imaging, statistics, machine learning, or biomedical engineering related major research directions
- Proficient in Python/R and common deep learning frameworks like Tensorflow, Pytorch and etc.
- Familiar with at least one of below aspects:
- (4D) CT principles or 3D reconstruction/tracking
- Predictive models like SVR, LSTM, etc.
- Biomechanical movement modeling for organs
- Inverse optimization or linear programming
Varian Medical Systems’ vision is a world without fear of cancer. To meet this challenge, we equip the world with new tools for fighting cancer.
Since the 1950s we have been producing tools that harness the power of X-ray energy to benefit humankind. Our history is one of pioneering developments in the fields of radiotherapy, radiosurgery, X-ray tube technology, digital image detectors, cargo screening, and non-destructive testing. Today, we have a robust product portfolio and long-standing relationships with many of the world’s leading clinicians. As Varian continues to grow, our staff of approximately 6,500 employees in 70 sales and support offices around the globe is developing innovative, cost-effective solutions that help make the world a healthier place. Company main page: https://www.varian.com
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