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09/14/2023
BEA: Revisiting anchor-based object detection DNN using Budding Ensemble Architecture
This paper introduces the Budding Ensemble Architecture (BEA), a novel r...
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07/21/2023
Envisioning a Safety Island to Enable HPC Devices in Safety-Critical Domains
HPC (High Performance Computing) devices increasingly become the only al...
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04/29/2023
Semi-Infinitely Constrained Markov Decision Processes and Efficient Reinforcement Learning
We propose a novel generalization of constrained Markov decision process...
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01/09/2023
Finding Lookalike Customers for E-Commerce Marketing
Customer-centric marketing campaigns generate a large portion of e-comme...
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12/04/2022
Query-Driven Knowledge Base Completion using Multimodal Path Fusion over Multimodal Knowledge Graph
Over the past few years, large knowledge bases have been constructed to ...
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11/14/2022
Knowledge Base Completion using Web-Based Question Answering and Multimodal Fusion
Over the past few years, large knowledge bases have been constructed to ...
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09/07/2022
Hardware faults that matter: Understanding and Estimating the safety impact of hardware faults on object detection DNNs
Object detection neural network models need to perform reliably in highl...
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04/06/2022
Federated Reinforcement Learning with Environment Heterogeneity
We study a Federated Reinforcement Learning (FedRL) problem in which n a...
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11/28/2021
Unsupervised Domain Adaptive Person Re-Identification via Human Learning Imitation
Unsupervised domain adaptive person re-identification has received signi...
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08/16/2021
Towards a Safety Case for Hardware Fault Tolerance in Convolutional Neural Networks Using Activation Range Supervision
Convolutional neural networks (CNNs) have become an established part of ...
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10/09/2020
Bioinspired Bipedal Locomotion Control for Humanoid Robotics Based on EACO
To construct a robot that can walk as efficiently and steadily as humans...
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09/11/2020