b'Yao Li'

ErrorCompensatedX: error compensation for variance reduced algorithms

Communication cost is one major bottleneck for the scalability for distr...
08/04/2021 ∙ by Hanlin Tang, et al. ∙ 0 ∙ share

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Neighbor-Vote: Improving Monocular 3D Object Detection through Neighbor Distance Voting

As cameras are increasingly deployed in new application domains such as ...
07/06/2021 ∙ by Xiaomeng Chu, et al. ∙ 0 ∙ share

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Insect-Computer Hybrid System for Autonomous Search and Rescue Mission

There is still a long way to go before artificial mini robots are really...
05/23/2021 ∙ by P. Thanh Tran-Ngoc, et al. ∙ 0 ∙ share

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Detecting Adversarial Examples with Bayesian Neural Network

In this paper, we propose a new framework to detect adversarial examples...
05/18/2021 ∙ by Yao Li, et al. ∙ 0 ∙ share

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Reasoning about the garden of forking paths

Lazy evaluation is a powerful tool for functional programmers. It enable...
03/12/2021 ∙ by Yao Li, et al. ∙ 0 ∙ share

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Data-driven computation methods for quasi-stationary distribution and sensitivity analysis

This paper studies computational methods for quasi-stationary distributi...
03/02/2021 ∙ by Yao Li, et al. ∙ 0 ∙ share

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A deep learning method for solving Fokker-Planck equations

The time evolution of the probability distribution of a stochastic diffe...
12/19/2020 ∙ by Jiayu Zhai, et al. ∙ 0 ∙ share

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A deep learning based interactive sketching system for fashion images design

In this work, we propose an interactive system to design diverse high-qu...
10/09/2020 ∙ by Yao Li, et al. ∙ 38 ∙ share

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Linear Convergent Decentralized Optimization with Compression

Communication compression has been extensively adopted to speed up large...
07/01/2020 ∙ by Xiaorui Liu, et al. ∙ 0 ∙ share

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Towards Better Opioid Antagonists Using Deep Reinforcement Learning

Naloxone, an opioid antagonist, has been widely used to save lives from ...
03/26/2020 ∙ by Jianyuan Deng, et al. ∙ 0 ∙ share

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A Fractional-Order Normalized Bouc-Wen Model for Piezoelectric Hysteresis Nonlinearity

This paper presents a new fractional-order normalized Bouc-Wen (BW) (FON...
03/10/2020 ∙ by Shengzheng Kang, et al. ∙ 0 ∙ share

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Stationary distributions of persistent ecological systems

We analyze ecological systems that are influenced by random environmenta...
03/09/2020 ∙ by Alexandru Hening, et al. ∙ 0 ∙ share

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Numerical computations of geometric ergodicity for stochastic dynamics

A probabilistic approach of computing geometric rate of convergence of s...
01/07/2020 ∙ by Yao Li, et al. ∙ 0 ∙ share

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Using coupling methods to estimate sample quality for stochastic differential equations

A probabilistic approach for estimating sample qualities for stochastic ...
12/21/2019 ∙ by Matthew Dobson, et al. ∙ 0 ∙ share

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Embracing a mechanized formalization gap

If a code base is so big and complicated that complete mechanical verifi...
10/25/2019 ∙ by Antal Spector-Zabusky, et al. ∙ 0 ∙ share

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A Double Residual Compression Algorithm for Efficient Distributed Learning

Large-scale machine learning models are often trained by parallel stocha...
10/16/2019 ∙ by Xiaorui Liu, et al. ∙ 0 ∙ share

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Improve variational autoEncoder with auxiliary softmax multiclassifier

As a general-purpose generative model architecture, VAE has been widely ...
08/17/2019 ∙ by Yao Li, et al. ∙ 0 ∙ share

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On linear convergence of two decentralized algorithms

Decentralized algorithms solve multi-agent problems over a connected net...
06/17/2019 ∙ by Yao Li, et al. ∙ 0 ∙ share

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From C to Interaction Trees: Specifying, Verifying, and Testing a Networked Server

We present the first formal verification of a networked server implement...
11/29/2018 ∙ by Nicolas Koh, et al. ∙ 0 ∙ share

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Optimal Transport Classifier: Defending Against Adversarial Attacks by Regularized Deep Embedding

Recent studies have demonstrated the vulnerability of deep convolutional...
11/19/2018 ∙ by Yao Li, et al. ∙ 0 ∙ share

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Image Super-Resolution Using VDSR-ResNeXt and SRCGAN

Over the past decade, many Super Resolution techniques have been develop...
10/10/2018 ∙ by Saifuddin Hitawala, et al. ∙ 0 ∙ share

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Adv-BNN: Improved Adversarial Defense through Robust Bayesian Neural Network

We present a new algorithm to train a robust neural network against adve...
10/01/2018 ∙ by Xuanqing Liu, et al. ∙ 0 ∙ share

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Adversarial 3D Human Pose Estimation via Multimodal Depth Supervision

In this paper, a novel deep-learning based framework is proposed to infe...
09/21/2018 ∙ by Kun Zhou, et al. ∙ 0 ∙ share

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Ready, Set, Verify! Applying hs-to-coq to real-world Haskell code

Good tools can bring mechanical verification to programs written in main...
03/19/2018 ∙ by Joachim Breitner, et al. ∙ 0 ∙ share

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Deep Descriptor Transforming for Image Co-Localization

Reusable model design becomes desirable with the rapid expansion of mach...
05/08/2017 ∙ by Xiu-Shen Wei, et al. ∙ 0 ∙ share

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Sequential Person Recognition in Photo Albums with a Recurrent Network

Recognizing the identities of people in everyday photos is still a very ...
11/30/2016 ∙ by Yao Li, et al. ∙ 0 ∙ share

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Attend in groups: a weakly-supervised deep learning framework for learning from web data

Large-scale datasets have driven the rapid development of deep neural ne...
11/30/2016 ∙ by Bohan Zhuang, et al. ∙ 0 ∙ share

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Image Co-localization by Mimicking a Good Detector's Confidence Score Distribution

Given a set of images containing objects from the same category, the tas...
03/15/2016 ∙ by Yao Li, et al. ∙ 0 ∙ share

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Mining Mid-level Visual Patterns with Deep CNN Activations

The purpose of mid-level visual element discovery is to find clusters of...
06/21/2015 ∙ by Yao Li, et al. ∙ 0 ∙ share

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Mid-level Deep Pattern Mining

Mid-level visual element discovery aims to find clusters of image patche...
11/24/2014 ∙ by Yao Li, et al. ∙ 0 ∙ share

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Contextual Hypergraph Modelling for Salient Object Detection

Salient object detection aims to locate objects that capture human atten...
10/22/2013 ∙ by Xi Li, et al. ∙ 0 ∙ share

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Characterness: An Indicator of Text in the Wild

Text in an image provides vital information for interpreting its content...
09/25/2013 ∙ by Yao Li, et al. ∙ 0 ∙ share

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Yao Li

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