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07/31/2023
Towards Head Computed Tomography Image Reconstruction Standardization with Deep Learning Assisted Automatic Detection
Three-dimensional (3D) reconstruction of head Computed Tomography (CT) i...
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07/21/2023
Safety-Assured Speculative Planning with Adaptive Prediction
Recently significant progress has been made in vehicle prediction and pl...
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05/04/2023
Rethinking Population-assisted Off-policy Reinforcement Learning
While off-policy reinforcement learning (RL) algorithms are sample effic...
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04/14/2023
Preserving Locality in Vision Transformers for Class Incremental Learning
Learning new classes without forgetting is crucial for real-world applic...
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02/06/2023
Connectivity Enhanced Safe Neural Network Planner for Lane Changing in Mixed Traffic
Connectivity technology has shown great potentials in improving the safe...
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03/02/2022
TAE: A Semi-supervised Controllable Behavior-aware Trajectory Generator and Predictor
Trajectory generation and prediction are two interwoven tasks that play ...
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01/22/2022
Physics-Aware Safety-Assured Design of Hierarchical Neural Network based Planner
Neural networks have shown great promises in planning, control, and gene...
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01/22/2022
Neural Network based Interactive Lane Changing Planner in Dense Traffic with Safety Guarantee
Neural network based planners have shown great promises in improving per...
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02/02/2021
Deep Convolutional Neural Networks to Predict Mutual Coupling Effects in Metasurfaces
Metasurfaces have provided a novel and promising platform for the realiz...
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01/01/2020
A Freeform Dielectric Metasurface Modeling Approach Based on Deep Neural Networks
Metasurfaces have shown promising potentials in shaping optical wavefron...
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09/27/2019
A Topological Nomenclature for 3D Shape Analysis in Connectomics
An essential task in nano-scale connectomics is the morphology analysis ...
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09/24/2019
Technical report on Conversational Question Answering
Conversational Question Answering is a challenging task since it require...
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08/13/2019
Generative Multi-Functional Meta-Atom and Metasurface Design Networks
Metasurfaces are being widely investigated and adopted for their promisi...
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06/08/2019
A Novel Modeling Approach for All-Dielectric Metasurfaces Using Deep Neural Networks
Metasurfaces have become a promising means for manipulating optical wave...
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06/13/2018
