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09/10/2023
O2ATH: An OpenMP Offloading Toolkit for the Sunway Heterogeneous Manycore Platform
The next generation Sunway supercomputer employs the SW26010pro processo...
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07/06/2023
Towards Efficient Control Flow Handling in Spatial Architecture via Architecting the Control Flow Plane
Spatial architecture is a high-performance architecture that uses contro...
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06/09/2023
Attention-stacked Generative Adversarial Network (AS-GAN)-empowered Sensor Data Augmentation for Online Monitoring of Manufacturing System
Machine learning (ML) has been extensively adopted for the online sensin...
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03/28/2023
Genetic Analysis of Prostate Cancer with Computer Science Methods
Metastatic prostate cancer is one of the most common cancers in men. In ...
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03/17/2023
Robust Mode Connectivity-Oriented Adversarial Defense: Enhancing Neural Network Robustness Against Diversified ℓ_p Attacks
Adversarial robustness is a key concept in measuring the ability of neur...
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10/02/2022
Systematic Generalization and Emergent Structures in Transformers Trained on Structured Tasks
Transformer networks have seen great success in natural language process...
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06/04/2022
Model-Informed Generative Adversarial Network (MI-GAN) for Learning Optimal Power Flow
The optimal power flow (OPF) problem, as a critical component of power s...
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05/29/2022
A Generative Adversarial Network-based Selective Ensemble Characteristic-to-Expression Synthesis (SE-CTES) Approach and Its Applications in Healthcare
Investigating the causal relationships between characteristics and expre...
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03/14/2021
Three Steps to Multimodal Trajectory Prediction: Modality Clustering, Classification and Synthesis
Multimodal prediction results are essential for trajectory forecasting t...
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11/02/2020
NEARL: Non-Explicit Action Reinforcement Learning for Robotic Control
Traditionally, reinforcement learning methods predict the next action ba...
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09/02/2020