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08/15/2023
Synthesizing Political Zero-Shot Relation Classification via Codebook Knowledge, NLI, and ChatGPT
Recent supervised models for event coding vastly outperform pattern-matc...
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05/31/2023
Towards Fair Disentangled Online Learning for Changing Environments
In the problem of online learning for changing environments, data are se...
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10/18/2022
Controllable Fake Document Infilling for Cyber Deception
Recent works in cyber deception study how to deter malicious intrusion b...
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05/20/2022
Adaptive Fairness-Aware Online Meta-Learning for Changing Environments
The fairness-aware online learning framework has arisen as a powerful to...
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07/15/2021
Uncertainty-Aware Reliable Text Classification
Deep neural networks have significantly contributed to the success in pr...
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08/10/2020
Secure IoT Data Analytics in Cloud via Intel SGX
The growing adoption of IoT devices in our daily life is engendering a d...
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11/13/2018
Co-Representation Learning For Classification and Novel Class Detection via Deep Networks
Deep Neural Network (DNN) has been largely demonstrated to be effective ...
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09/27/2018
Adaptive Image Stream Classification via Convolutional Neural Network with Intrinsic Similarity Metrics
When performing data classification over a stream of continuously occurr...
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01/16/2014