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08/10/2023
High-performance Data Management for Whole Slide Image Analysis in Digital Pathology
When dealing with giga-pixel digital pathology in whole-slide imaging, a...
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05/23/2023
An Accelerated Pipeline for Multi-label Renal Pathology Image Segmentation at the Whole Slide Image Level
Deep-learning techniques have been used widely to alleviate the labour-i...
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04/25/2023
MMRDN: Consistent Representation for Multi-View Manipulation Relationship Detection in Object-Stacked Scenes
Manipulation relationship detection (MRD) aims to guide the robot to gra...
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12/08/2021
Greedy-based Value Representation for Optimal Coordination in Multi-agent Reinforcement Learning
Due to the representation limitation of the joint Q value function, mult...
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12/02/2021
Multi-Agent Intention Sharing via Leader-Follower Forest
Intention sharing is crucial for efficient cooperation under partially o...
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07/15/2021
Improving I/O Performance for Exascale Applications through Online Data Layout Reorganization
The applications being developed within the U.S. Exascale Computing Proj...
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07/13/2021
Transitioning from file-based HPC workflows to streaming data pipelines with openPMD and ADIOS2
This paper aims to create a transition path from file-based IO to stream...
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05/26/2021
Scalable Multigrid-based Hierarchical Scientific Data Refactoring on GPUs
Rapid growth in scientific data and a widening gap between computational...
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12/07/2020
Multi-agent Policy Optimization with Approximatively Synchronous Advantage Estimation
Cooperative multi-agent tasks require agents to deduce their own contrib...
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10/12/2020
MGARD+: Optimizing Multilevel Methods for Error-bounded Scientific Data Reduction
Data management is becoming increasingly important in dealing with the l...
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07/16/2020
FTRANS: Energy-Efficient Acceleration of Transformers using FPGA
In natural language processing (NLP), the "Transformer" architecture was...
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07/08/2020
Accelerating Multigrid-based Hierarchical Scientific Data Refactoring on GPUs
Rapid growth in scientific data and a widening gap between computational...
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09/19/2018