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06/14/2023
Pedestrian Recognition with Radar Data-Enhanced Deep Learning Approach Based on Micro-Doppler Signatures
As a hot topic in recent years, the ability of pedestrians identificatio...
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04/27/2023
Moccasin: Efficient Tensor Rematerialization for Neural Networks
The deployment and training of neural networks on edge computing devices...
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03/17/2023
DexRepNet: Learning Dexterous Robotic Grasping Network with Geometric and Spatial Hand-Object Representations
Robotic dexterous grasping is a challenging problem due to the high degr...
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04/14/2022
Sketch guided and progressive growing GAN for realistic and editable ultrasound image synthesis
Ultrasound (US) imaging is widely used for anatomical structure inspecti...
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08/13/2021
Follow the Prophet: Accurate Online Conversion Rate Prediction in the Face of Delayed Feedback
The delayed feedback problem is one of the imperative challenges in onli...
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07/18/2021
GuideBoot: Guided Bootstrap for Deep Contextual Bandits
The exploration/exploitation (E E) dilemma lies at the core of interac...
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12/18/2020
Classification with Strategically Withheld Data
Machine learning techniques can be useful in applications such as credit...
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10/10/2020
Contrastive Rendering for Ultrasound Image Segmentation
Ultrasound (US) image segmentation embraced its significant improvement ...
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04/01/2020
Synthesis and Edition of Ultrasound Images via Sketch Guided Progressive Growing GANs
Ultrasound (US) is widely accepted in clinic for anatomical structure in...
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05/27/2019
Minimizing Time-to-Rank: A Learning and Recommendation Approach
Consider the following problem faced by an online voting platform: A use...
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05/14/2018