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11/03/2021
Curriculum Offline Imitation Learning
Offline reinforcement learning (RL) tasks require the agent to learn fro...
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10/06/2021
SSFL: Tackling Label Deficiency in Federated Learning via Personalized Self-Supervision
Federated Learning (FL) is transforming the ML training ecosystem from a...
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03/30/2021
SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification
A common classification task situation is where one has a large amount o...
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12/16/2019
To Follow or not to Follow: Selective Imitation Learning from Observations
Learning from demonstrations is a useful way to transfer a skill from on...
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11/17/2019
IKEA Furniture Assembly Environment for Long-Horizon Complex Manipulation Tasks
The IKEA Furniture Assembly Environment is one of the first benchmarks f...
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09/16/2018
I/O Workload Management for All-Flash Datacenter Storage Systems Based on Total Cost of Ownership
Recently, the capital expenditure of flash-based Solid State Driver (SSD...
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09/07/2018
Deep Recurrent Survival Analysis
Survival analysis is a hotspot in statistical research for modeling time...
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05/05/2018
AutoTiering: Automatic Data Placement Manager in Multi-Tier All-Flash Datacenter
In the year of 2017, the capital expenditure of Flash-based Solid State ...
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04/27/2018
Intermediate Data Caching Optimization for Multi-Stage and Parallel Big Data Frameworks
In the era of big data and cloud computing, large amounts of data are ge...
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09/18/2017
Geometric Semantic Genetic Programming Algorithm and Slump Prediction
Research on the performance of recycled concrete as building material in...
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08/30/2017