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03/29/2023
Are Neural Architecture Search Benchmarks Well Designed? A Deeper Look Into Operation Importance
Neural Architecture Search (NAS) benchmarks significantly improved the c...
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07/22/2022
Guided Evolutionary Neural Architecture Search With Efficient Performance Estimation
Neural Architecture Search (NAS) methods have been successfully applied ...
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03/10/2022
Towards Less Constrained Macro-Neural Architecture Search
Networks found with Neural Architecture Search (NAS) achieve state-of-th...
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10/28/2021
Guided Evolution for Neural Architecture Search
Neural Architecture Search (NAS) methods have been successfully applied ...
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10/21/2021
Generative Adversarial Graph Convolutional Networks for Human Action Synthesis
Synthesising the spatial and temporal dynamics of the human body skeleto...
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05/14/2021
REGINA - Reasoning Graph Convolutional Networks in Human Action Recognition
It is known that the kinematics of the human body skeleton reveals valua...
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02/16/2021
EPE-NAS: Efficient Performance Estimation Without Training for Neural Architecture Search
Neural Architecture Search (NAS) has shown excellent results in designin...
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02/16/2021
An AutoML-based Approach to Multimodal Image Sentiment Analysis
Sentiment analysis is a research topic focused on analysing data to extr...
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09/03/2020
Auto-Classifier: A Robust Defect Detector Based on an AutoML Head
The dominant approach for surface defect detection is the use of hand-cr...
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07/31/2020
HMCNAS: Neural Architecture Search using Hidden Markov Chains and Bayesian Optimization
Neural Architecture Search has achieved state-of-the-art performance in ...
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04/15/2020
A Hybrid Method for Training Convolutional Neural Networks
Artificial Intelligence algorithms have been steadily increasing in popu...
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11/13/2019
Real or Fake? Spoofing State-Of-The-Art Face Synthesis Detection Systems
The availability of large-scale facial databases, together with the rema...
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03/02/2019
Controlling Robots using Artificial Intelligence and a Consortium Blockchain
Blockchain is a disruptive technology that is normally used within finan...
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09/30/2018