Hongbin Liu | DeepAI

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Danail Stoyanov
68 publications
Neil Zhenqiang Gong
63 publications
Jinyuan Jia
39 publications
Shan Luo
38 publications
Binghui Wang
34 publications
Kun Zhao
33 publications
Xiaoyu Cao
23 publications
Alberto Gomez
18 publications
Reza Razavi
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Jacqueline Matthew
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Kaspar Althoefer
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∙ 03/03/2023

PointCert: Point Cloud Classification with Deterministic Certified Robustness Guarantees

Point cloud classification is an essential component in many security-cr...

0 Jinghuai Zhang, et al. ∙

∙ 12/06/2022

Pre-trained Encoders in Self-Supervised Learning Improve Secure and Privacy-preserving Supervised Learning

Classifiers in supervised learning have various security and privacy iss...

0 Hongbin Liu, et al. ∙

∙ 11/15/2022

CorruptEncoder: Data Poisoning based Backdoor Attacks to Contrastive Learning

Contrastive learning (CL) pre-trains general-purpose encoders using an u...

0 Jinghuai Zhang, et al. ∙

∙ 05/13/2022

PoisonedEncoder: Poisoning the Unlabeled Pre-training Data in Contrastive Learning

Contrastive learning pre-trains an image encoder using a large amount of...

0 Hongbin Liu, et al. ∙

∙ 01/15/2022

StolenEncoder: Stealing Pre-trained Encoders

Pre-trained encoders are general-purpose feature extractors that can be ...

0 Yupei Liu, et al. ∙

∙ 11/19/2021

Towards intrinsic force sensing and control in parallel soft robots

With soft robotics being increasingly employed in settings demanding hig...

0 Lukas Lindenroth, et al. ∙

∙ 10/28/2021

10 Security and Privacy Problems in Self-Supervised Learning

Self-supervised learning has achieved revolutionary progress in the past...

0 Jinyuan Jia, et al. ∙

∙ 08/25/2021

EncoderMI: Membership Inference against Pre-trained Encoders in Contrastive Learning

Given a set of unlabeled images or (image, text) pairs, contrastive lear...

0 Hongbin Liu, et al. ∙

∙ 03/04/2021

PointGuard: Provably Robust 3D Point Cloud Classification

3D point cloud classification has many safety-critical applications such...

0 Hongbin Liu, et al. ∙

∙ 11/15/2020

Almost Tight L0-norm Certified Robustness of Top-k Predictions against Adversarial Perturbations

Top-k predictions are used in many real-world applications such as machi...

0 Jinyuan Jia, et al. ∙

∙ 10/03/2020

Bounding Boxes Are All We Need: Street View Image Classification via Context Encoding of Detected Buildings

Street view images have been increasingly used in tasks like urban land ...

0 Kun Zhao, et al. ∙

∙ 08/22/2020

On the Intrinsic Differential Privacy of Bagging

Differentially private machine learning trains models while protecting p...

0 Hongbin Liu, et al. ∙

∙ 05/26/2020

Design of a Low-cost Miniature Robot to Assist the COVID-19 Nasopharyngeal Swab Sampling

Nasopharyngeal (NP) swab sampling is an effective approach for the diagn...

0 Shuangyi Wang, et al. ∙

∙ 06/11/2019

Design and integration of a parallel, soft robotic end-effector for extracorporeal ultrasound

In this work we address limitations in state-of-the-art ultrasound robot...

0 Lukas Lindenroth, et al. ∙

∙ 02/14/2019

Robotic-assisted Ultrasound for Fetal Imaging: Evolution from Single-arm to Dual-arm System

The development of robotic-assisted extracorporeal ultrasound systems ha...

0 Shuangyi Wang, et al. ∙

∙ 06/19/2018

iCLAP: Shape Recognition by Combining Proprioception and Touch Sensing

For humans, both the proprioception and touch sensing are highly utilize...

0 Shan Luo, et al. ∙

∙ 11/10/2017

Robotic Tactile Perception of Object Properties: A Review

Touch sensing can help robots understand their sur- rounding environment...

0 Shan Luo, et al. ∙

∙ 08/15/2017

Knock-Knock: Acoustic Object Recognition by using Stacked Denoising Autoencoders

This paper presents a successful application of deep learning for object...

0 Shan Luo, et al. ∙

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