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09/16/2023
SynthTab: Leveraging Synthesized Data for Guitar Tablature Transcription
Guitar tablature is a form of music notation widely used among guitarist...
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09/16/2023
Music Generation based on Generative Adversarial Networks with Transformer
Autoregressive models based on Transformers have become the prevailing a...
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08/29/2023
Incorporating Neuro-Inspired Adaptability for Continual Learning in Artificial Intelligence
Continual learning aims to empower artificial intelligence (AI) with str...
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07/08/2023
Ariadne's Thread:Using Text Prompts to Improve Segmentation of Infected Areas from Chest X-ray images
Segmentation of the infected areas of the lung is essential for quantify...
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05/20/2023
EE-TTS: Emphatic Expressive TTS with Linguistic Information
While Current TTS systems perform well in synthesizing high-quality spee...
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02/07/2023
Hebbian and Gradient-based Plasticity Enables Robust Memory and Rapid Learning in RNNs
Rapidly learning from ongoing experiences and remembering past events wi...
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07/13/2022
CoSCL: Cooperation of Small Continual Learners is Stronger than a Big One
Continual learning requires incremental compatibility with a sequence of...
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02/14/2022
Memory Replay with Data Compression for Continual Learning
Continual learning needs to overcome catastrophic forgetting of the past...
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10/23/2021
AFEC: Active Forgetting of Negative Transfer in Continual Learning
Continual learning aims to learn a sequence of tasks from dynamic data d...
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04/19/2021
Few-shot Continual Learning: a Brain-inspired Approach
It is an important yet challenging setting to continually learn new task...
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08/01/2020
Analysis and Optimization of Cache-Enabled Networks with Random DTX Scheme
In this paper, we focus on the meta distribution for the cache-enabled n...
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07/19/2020
Using Deep Convolutional Neural Networks to Diagnose COVID-19 From Chest X-Ray Images
The COVID-19 epidemic has become a major safety and health threat worldw...
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03/06/2020
Triple Memory Networks: a Brain-Inspired Method for Continual Learning
Continual acquisition of novel experience without interfering previously...
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02/03/2020
An Actor-Critic-Based UAV-BSs Deployment Method for Dynamic Environments
In this paper, the real-time deployment of unmanned aerial vehicles (UAV...
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01/31/2020
Spatio-temporal Modeling for Massive and Sporadic Access
Envision for smart city and Internet of Everything imperiously appeals t...
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12/26/2019
Edge Caching with Real-Time Guarantees
In recent years, optimization of the success transmission probability in...
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12/08/2019
Graph-augmented Convolutional Networks on Drug-Drug Interactions Prediction
We propose an end-to-end model to predict drug-drug interactions (DDIs) ...
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09/09/2019
Sequential Convolutional Recurrent Neural Networks for Fast Automatic Modulation Classification
A novel and efficient end-to-end learning model for automatic modulation...
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08/27/2019
A New Small-World IoT Routing Mechanism based on Cayley Graphs
An increasing number of low-power Internet of Things (IoT) devices will ...
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08/24/2019
SBSGAN: Suppression of Inter-Domain Background Shift for Person Re-Identification
Cross-domain person re-identification (re-ID) is challenging due to the ...
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07/20/2019
Power-Consumption Outage Challenge in Next-Generation Cellular Networks
The conventional outage in wireless communication systems is caused by t...
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03/07/2019
Energy Efficient Optimization of Wireless-powered 5G Full Duplex Cellular Networks: A Mean Field Game Approach
This paper studies the power allocation of an ultra-dense cellular netwo...
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02/04/2019
A Novel JT-CoMP Scheme in 5G Fractal Small Cell Networks
To satisfy the requirement of the fifth generation (5G) mobile communica...
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09/09/2018
Age of Information in Poisson Networks
The age of information (AoI) has been extensively studied in recent year...
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08/17/2018
How Much of Wireless Rate Can Smartphones Support in 5G Networks?
Due to the higher wireless transmission rates in the fifth generation (5...
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06/07/2018
Base Station Switch-off with Mutual Repulsion in 5G Massive MIMO Networks
When small cells are densely deployed in the fifth generation (5G) cellu...
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04/18/2018
Effect of Spatial and Temporal Traffic Statistics on the Performance of Wireless Networks
The traffic in wireless networks has become diverse and fluctuating both...
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02/01/2018
Tradeoff between Delay and Physical Layer Security in Wireless Networks
Exchange of crucial and confidential information leads to the unpreceden...
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10/31/2017