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05/29/2023
Multi-Modal Face Stylization with a Generative Prior
In this work, we introduce a new approach for artistic face stylization....
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04/13/2023
Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study
Large decoder-only language models (LMs) can be largely improved in term...
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03/15/2023
RSFNet: A White-Box Image Retouching Approach using Region-Specific Color Filters
Retouching images is an essential aspect of enhancing the visual appeal ...
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08/01/2022
Short-term Load Forecasting with Distributed Long Short-Term Memory
With the employment of smart meters, massive data on consumer behaviour ...
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11/30/2021
Reliability Assessment and Safety Arguments for Machine Learning Components in Assuring Learning-Enabled Autonomous Systems
The increasing use of Machine Learning (ML) components embedded in auton...
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09/14/2021
Dependability Analysis of Deep Reinforcement Learning based Robotics and Autonomous Systems
While Deep Reinforcement Learning (DRL) provides transformational capabi...
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04/13/2021
Detecting Operational Adversarial Examples for Reliable Deep Learning
The utilisation of Deep Learning (DL) raises new challenges regarding it...
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08/30/2019