Zhuolin Yang | DeepAI

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∙ 02/09/2023

Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning

Augmenting pretrained language models (LMs) with a vision encoder (e.g.,...

0 Zhuolin Yang, et al. ∙

∙ 02/04/2023

Interpolation for Robust Learning: Data Augmentation on Geodesics

We propose to study and promote the robustness of a model as per its per...

0 Jiacheng Zhu, et al. ∙

∙ 08/02/2022

GeoECG: Data Augmentation via Wasserstein Geodesic Perturbation for Robust Electrocardiogram Prediction

There has been an increased interest in applying deep neural networks to...

0 Jiacheng Zhu, et al. ∙

∙ 04/01/2021

TRS: Transferability Reduced Ensemble via Encouraging Gradient Diversity and Model Smoothness

Adversarial Transferability is an intriguing property of adversarial exa...

0 Zhuolin Yang, et al. ∙

∙ 02/25/2021

Understanding Robustness in Teacher-Student Setting: A New Perspective

Adversarial examples have appeared as a ubiquitous property of machine l...

13 Zhuolin Yang, et al. ∙

∙ 02/28/2020

End-to-end Robustness for Sensing-Reasoning Machine Learning Pipelines

As machine learning (ML) being applied to many mission-critical scenario...

25 Zhuolin Yang, et al. ∙

∙ 06/21/2019

Scalable Differentially Private Generative Student Model via PATE

Recent rapid development of machine learning is largely due to algorithm...

0 Yunhui Long, et al. ∙

∙ 09/28/2018

Characterizing Audio Adversarial Examples Using Temporal Dependency

Recent studies have highlighted adversarial examples as a ubiquitous thr...

2 Zhuolin Yang, et al. ∙

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