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05/07/2022
GenISP: Neural ISP for Low-Light Machine Cognition
Object detection in low-light conditions remains a challenging but impor...
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10/20/2021
NOD: Taking a Closer Look at Detection under Extreme Low-Light Conditions with Night Object Detection Dataset
Recent work indicates that, besides being a challenge in producing perce...
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10/10/2021
Scope2Screen: Focus+Context Techniques for Pathology Tumor Assessment in Multivariate Image Data
Inspection of tissues using a light microscope is the primary method of ...
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08/13/2021
Reinforcement Learning for Robot Navigation with Adaptive ExecutionDuration (AED) in a Semi-Markov Model
Deep reinforcement learning (DRL) algorithms have proven effective in ro...
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08/12/2021
DRQN-based 3D Obstacle Avoidance with a Limited Field of View
In this paper, we propose a map-based end-to-end DRL approach for three-...
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12/08/2020
Raw Image Deblurring
Deep learning-based blind image deblurring plays an essential role in so...
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03/11/2020
xCos: An Explainable Cosine Metric for Face Verification Task
We study the XAI (explainable AI) on the face recognition task, particul...
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02/11/2020