Yuhong Li

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Huazhong University of Science u0026 Technology

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Effective Algorithm-Accelerator Co-design for AI Solutions on Edge Devices

High quality AI solutions require joint optimization of AI algorithms, s...
10/14/2020 ∙ by Cong Hao, et al. ∙ 0 ∙ share

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Symplectic method for Hamiltonian stochastic differential equations with multiplicative Lévy noise in the sense of Marcus

A class of Hamiltonian stochastic differential equations with multiplica...
10/14/2020 ∙ by Qingyi Zhan, et al. ∙ 0 ∙ share

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GAP++: Learning to generate target-conditioned adversarial examples

Adversarial examples are perturbed inputs which can cause a serious thre...
06/09/2020 ∙ by Xiaofeng Mao, et al. ∙ 5 ∙ share

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EDD: Efficient Differentiable DNN Architecture and Implementation Co-search for Embedded AI Solutions

High quality AI solutions require joint optimization of AI algorithms an...
05/06/2020 ∙ by Yuhong Li, et al. ∙ 0 ∙ share

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Learning To Characterize Adversarial Subspaces

Deep Neural Networks (DNNs) are known to be vulnerable to the maliciousl...
11/15/2019 ∙ by Xiaofeng Mao, et al. ∙ 0 ∙ share

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Self-supervised Adversarial Training

Recent work has demonstrated that neural networks are vulnerable to adve...
11/15/2019 ∙ by Kejiang Chen, et al. ∙ 0 ∙ share

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Self-Supervised Learning For Few-Shot Image Classification

Few-shot image classification aims to classify unseen classes with limit...
11/14/2019 ∙ by Da Chen, et al. ∙ 0 ∙ share

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SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems

Developing object detection and tracking on resource-constrained embedde...
09/20/2019 ∙ by Xiaofan Zhang, et al. ∙ 41 ∙ share

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SkyNet: A Champion Model for DAC-SDC on Low Power Object Detection

Developing artificial intelligence (AI) at the edge is always challengin...
06/25/2019 ∙ by Xiaofan Zhang, et al. ∙ 1 ∙ share

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A Bi-Directional Co-Design Approach to Enable Deep Learning on IoT Devices

Developing deep learning models for resource-constrained Internet-of-Thi...
05/20/2019 ∙ by Xiaofan Zhang, et al. ∙ 0 ∙ share

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FPGA/DNN Co-Design: An Efficient Design Methodology for IoT Intelligence on the Edge

While embedded FPGAs are attractive platforms for DNN acceleration on ed...
04/09/2019 ∙ by Cong Hao, et al. ∙ 0 ∙ share

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Bilinear Representation for Language-based Image Editing Using Conditional Generative Adversarial Networks

The task of Language-Based Image Editing (LBIE) aims at generating a tar...
03/18/2019 ∙ by Xiaofeng Mao, et al. ∙ 0 ∙ share

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SiamVGG: Visual Tracking using Deeper Siamese Networks

Recently, we have seen a rapid development of Deep Neural Network (DNN) ...
02/07/2019 ∙ by Yuhong Li, et al. ∙ 0 ∙ share

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CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes

We propose a network for Congested Scene Recognition called CSRNet to pr...
02/27/2018 ∙ by Yuhong Li, et al. ∙ 0 ∙ share

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