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09/21/2023
The Broad Impact of Feature Imitation: Neural Enhancements Across Financial, Speech, and Physiological Domains
Initialization of neural network weights plays a pivotal role in determi...
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06/26/2023
Feature Imitating Networks Enhance The Performance, Reliability And Speed Of Deep Learning On Biomedical Image Processing Tasks
Feature-Imitating-Networks (FINs) are neural networks with weights that ...
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05/07/2023
Perception, performance, and detectability of conversational artificial intelligence across 32 university courses
The emergence of large language models has led to the development of pow...
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10/31/2022
MambaNet: A Hybrid Neural Network for Predicting the NBA Playoffs
In this paper, we present Mambanet: a hybrid neural network for predicti...
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05/10/2022
Nightly Automobile Claims Prediction from Telematics-Derived Features: A Multilevel Approach
In recent years it has become possible to collect GPS data from drivers ...
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10/10/2021
Fetal Gender Identification using Machine and Deep Learning Algorithms on Phonocardiogram Signals
Phonocardiogram (PCG) signal analysis is a critical, widely-studied tech...
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10/10/2021
Feature Imitating Networks
In this paper, we introduce a novel approach to neural learning: the Fea...
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09/15/2021
SupCL-Seq: Supervised Contrastive Learning for Downstream Optimized Sequence Representations
While contrastive learning is proven to be an effective training strateg...
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09/13/2021
Exploring a Unified Sequence-To-Sequence Transformer for Medical Product Safety Monitoring in Social Media
Adverse Events (AE) are harmful events resulting from the use of medical...
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09/21/2020
EEG Channel Interpolation Using Deep Encoder-decoder Netwoks
Electrode "pop" artifacts originate from the spontaneous loss of connect...
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10/20/2017