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05/02/2023
Class based Influence Functions for Error Detection
Influence functions (IFs) are a powerful tool for detecting anomalous ex...
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05/25/2022
Towards Using Data-Influence Methods to Detect Noisy Samples in Source Code Corpora
Despite the recent trend of developing and applying neural source code m...
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11/02/2020
Toward a Generalization Metric for Deep Generative Models
Measuring the generalization capacity of Deep Generative Models (DGMs) i...
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02/11/2019
Improving Generalization and Stability of Generative Adversarial Networks
Generative Adversarial Networks (GANs) are one of the most popular tools...
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07/11/2018