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06/08/2023
Generalizable Lightweight Proxy for Robust NAS against Diverse Perturbations
Recent neural architecture search (NAS) frameworks have been successful ...
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05/26/2023
Meta-prediction Model for Distillation-Aware NAS on Unseen Datasets
Distillation-aware Neural Architecture Search (DaNAS) aims to search for...
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10/19/2022
Few-shot Transferable Robust Representation Learning via Bilevel Attacks
Existing adversarial learning methods for enhancing the robustness of de...
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10/19/2022
Targeted Adversarial Self-Supervised Learning
Recently, unsupervised adversarial training (AT) has been extensively st...
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10/19/2022
Language Detoxification with Attribute-Discriminative Latent Space
Transformer-based Language Models (LMs) achieve remarkable performances ...
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05/04/2022
Design of a novel Korean learning application for efficient pronunciation correction
The Korean wave, which denotes the global popularity of South Korea's cu...
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02/14/2022
Machine Learning-Aided Discovery of Superionic Solid-State Electrolyte for Li-Ion Batteries
Li-Ion Solid-State Electrolytes (Li-SSEs) are a promising solution that ...
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03/08/2021
Consistency Regularization for Adversarial Robustness
Adversarial training (AT) is currently one of the most successful method...
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06/13/2020
Adversarial Self-Supervised Contrastive Learning
Existing adversarial learning approaches mostly use class labels to gene...
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08/22/2019
