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MetaAugment: Sample-Aware Data Augmentation Policy Learning
Automated data augmentation has shown superior performance in image reco...
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Vision Based Adaptation to Kernelized Synergies for Human Inspired Robotic Manipulation
Humans in contrast to robots are excellent in performing fine manipulati...
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Reproducible Pruning System on Dynamic Natural Plants for Field Agricultural Robots
Pruning is the art of cutting unwanted and unhealthy plant branches and ...
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Leveraging Kernelized Synergies on Shared Subspace for Precision Grasp and Dexterous Manipulation
Manipulation in contrast to grasping is a trajectorial task that needs t...
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LAVAPilot: Lightweight UAV Trajectory Planner with Situational Awareness for Embedded Autonomy to Track and Locate Radio-tags
Tracking and locating radio-tagged wildlife is a labor-intensive and tim...
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Risk Variance Penalization: From Distributional Robustness to Causality
Learning under multi-environments often requires the ability of out-of-d...
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Deep Job Understanding at LinkedIn
As the world's largest professional network, LinkedIn wants to create ec...
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HACK3D: Evaluating Cybersecurity of Additive Manufacturing by Crowdsourcing
Additive manufacturing cyber-physical system is vulnerable to both cyber...
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MetaSelector: Meta-Learning for Recommendation with User-Level Adaptive Model Selection
Recommender systems often face heterogeneous datasets containing highly ...
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Consensus Control for Leader-follower Multi-agent Systems under Prescribed Performance Guarantees
This paper addresses the problem of distributed control for leader-follo...
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Federated Meta-Learning for Recommendation
Recommender systems have been widely studied from the machine learning p...
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Speech Dereverberation Based on Integrated Deep and Ensemble Learning Algorithm
Reverberation, which is generally caused by sound reflections from walls...
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Speech Dereverberation Based on Integrated Deep and Ensemble Learning
Reverberation, which is generally caused by sound reflections from walls...
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Real-Time Localization and Tracking of Multiple Radio-Tagged Animals with an Autonomous UAV
Autonomous aerial robots provide new possibilities to study the habitats...
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