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07/02/2023
X-MLP: A Patch Embedding-Free MLP Architecture for Vision
Convolutional neural networks (CNNs) and vision transformers (ViT) have ...
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06/26/2023
Iterative-in-Iterative Super-Resolution Biomedical Imaging Using One Real Image
Deep learning-based super-resolution models have the potential to revolu...
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04/28/2023
Recognizable Information Bottleneck
Information Bottlenecks (IBs) learn representations that generalize to u...
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09/21/2022
Evaluation of Look-ahead Economic Dispatch Using Reinforcement Learning
Modern power systems are experiencing a variety of challenges driven by ...
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09/12/2022
Meta-learning Causal Discovery
Causal discovery (CD) from time-varying data is important in neuroscienc...
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06/22/2022
Neural Networks as Paths through the Space of Representations
Deep neural networks implement a sequence of layer-by-layer operations t...
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03/10/2022
Facilitating Federated Genomic Data Analysis by Identifying Record Correlations while Ensuring Privacy
With the reduction of sequencing costs and the pervasiveness of computin...
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03/31/2020
The Case For Alternative Web Archival Formats To Expedite The Data-To-Insight Cycle
The WARC file format is widely used by web archives to preserve collecte...
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11/21/2019
Cantonese Automatic Speech Recognition Using Transfer Learning from Mandarin
We propose a system to develop a basic automatic speech recognizer(ASR) ...
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07/13/2018