Fan Zhang

Video compression with low complexity CNN-based spatial resolution adaptation

It has recently been demonstrated that spatial resolution adaptation can...
07/29/2020 ∙ by Di Ma, et al. ∙ 21 ∙ share

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MFRNet: A New CNN Architecture for Post-Processing and In-loop Filtering

In this paper, we propose a novel convolutional neural network (CNN) arc...
07/14/2020 ∙ by Di Ma, et al. ∙ 4 ∙ share

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MediaPipe Hands: On-device Real-time Hand Tracking

We present a real-time on-device hand tracking pipeline that predicts ha...
06/18/2020 ∙ by Fan Zhang, et al. ∙ 7 ∙ share

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BlazePose: On-device Real-time Body Pose tracking

We present BlazePose, a lightweight convolutional neural network archite...
06/17/2020 ∙ by Valentin Bazarevsky, et al. ∙ 0 ∙ share

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MultiResolution Attention Extractor for Small Object Detection

Small objects are difficult to detect because of their low resolution an...
06/10/2020 ∙ by Fan Zhang, et al. ∙ 0 ∙ share

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Distributional Robust Batch Contextual Bandits

Policy learning using historical observational data is an important prob...
06/10/2020 ∙ by Nian Si, et al. ∙ 17 ∙ share

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The global information for land cover classification by dual-branch deep learning

Land cover classification has played an important role in remote sensing...
05/30/2020 ∙ by Fan Zhang, et al. ∙ 2 ∙ share

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Active Fuzzing for Testing and Securing Cyber-Physical Systems

Cyber-physical systems (CPSs) in critical infrastructure face a pervasiv...
05/28/2020 ∙ by Yuqi Chen, et al. ∙ 0 ∙ share

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FiberStars: Visual Comparison of Diffusion Tractography Data between Multiple Subjects

Tractography from high-dimensional diffusion magnetic resonance imaging ...
05/16/2020 ∙ by Loraine Franke, et al. ∙ 3 ∙ share

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Defending Model Inversion and Membership Inference Attacks via Prediction Purification

Neural networks are susceptible to data inference attacks such as the mo...
05/08/2020 ∙ by Ziqi Yang, et al. ∙ 0 ∙ share

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Encoding in the Dark Grand Challenge: An Overview

A big part of the video content we consume from video providers consists...
05/07/2020 ∙ by Nantheera Anantrasirichai, et al. ∙ 1 ∙ share

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Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-weighting

Unsupervised domain adaptation (UDA) for nuclei instance segmentation is...
05/05/2020 ∙ by Dongnan Liu, et al. ∙ 19 ∙ share

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TRAKO: Efficient Transmission of Tractography Data for Visualization

Fiber tracking produces large tractography datasets that are tens of gig...
04/26/2020 ∙ by Daniel Haehn, et al. ∙ 4 ∙ share

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BVI-DVC: A Training Database for Deep Video Compression

Deep learning methods are increasingly being applied in the optimisation...
03/30/2020 ∙ by Di Ma, et al. ∙ 2 ∙ share

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Three-branch and Mutil-scale learning for Fine-grained Image Recognition (TBMSL-Net)

ImageNet Large Scale Visual Recognition Challenge (ILSVRC) is one of the...
03/20/2020 ∙ by Fan Zhang, et al. ∙ 4 ∙ share

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MIMO Amplify-and-Forward Precoding for Networked Control Systems

In this paper, we consider a MIMO networked control system (NCS) in whic...
03/07/2020 ∙ by Fan Zhang, et al. ∙ 0 ∙ share

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Residual-Recursion Autoencoder for Shape Illustration Images

Shape illustration images (SIIs) are common and important in describing ...
02/06/2020 ∙ by Qianwei Zhou, et al. ∙ 8 ∙ share

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Concurrently Extrapolating and Interpolating Networks for Continuous Model Generation

Most deep image smoothing operators are always trained repetitively when...
01/12/2020 ∙ by Lijun Zhao, et al. ∙ 7 ∙ share

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Mitigate Parasitic Resistance in Resistive Crossbar-based Convolutional Neural Networks

Traditional computing hardware often encounters on-chip memory bottlenec...
12/17/2019 ∙ by Fan Zhang, et al. ∙ 0 ∙ share

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Defects Mitigation in Resistive Crossbars for Analog Vector Matrix Multiplication

With storage and computation happening at the same place, computing in r...
12/17/2019 ∙ by Fan Zhang, et al. ∙ 0 ∙ share

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Hepatocellular Carcinoma Intra-arterial Treatment Response Prediction for Improved Therapeutic Decision-Making

This work proposes a pipeline to predict treatment response to intra-art...
12/01/2019 ∙ by Junlin Yang, et al. ∙ 0 ∙ share

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Inexact Primal-Dual Gradient Projection Methods for Nonlinear Optimization on Convex Set

In this paper, we propose a novel primal-dual inexact gradient projectio...
11/18/2019 ∙ by Fan Zhang, et al. ∙ 0 ∙ share

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ViSTRA2: Video Coding using Spatial Resolution and Effective Bit Depth Adaptation

We present a new video compression framework (ViSTRA2) which exploits ad...
11/07/2019 ∙ by Fan Zhang, et al. ∙ 0 ∙ share

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ACFNet: Attentional Class Feature Network for Semantic Segmentation

Recent works have made great progress in semantic segmentation by exploi...
09/20/2019 ∙ by Fan Zhang, et al. ∙ 42 ∙ share

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Learning-Guided Network Fuzzing for Testing Cyber-Physical System Defences

The threat of attack faced by cyber-physical systems (CPSs), especially ...
09/12/2019 ∙ by Yuqi Chen, et al. ∙ 0 ∙ share

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DECO: Liberating Web Data Using Decentralized Oracles for TLS

Thanks to the widespread deployment of TLS, users can access private dat...
09/03/2019 ∙ by Fan Zhang, et al. ∙ 0 ∙ share

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Domain-Agnostic Learning with Anatomy-Consistent Embedding for Cross-Modality Liver Segmentation

Domain Adaptation (DA) has the potential to greatly help the generalizat...
08/27/2019 ∙ by Junlin Yang, et al. ∙ 11 ∙ share

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Edge AIBench: Towards Comprehensive End-to-end Edge Computing Benchmarking

In edge computing scenarios, the distribution of data and collaboration ...
08/06/2019 ∙ by Tianshu Hao, et al. ∙ 0 ∙ share

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Unsupervised Domain Adaptation via Disentangled Representations: Application to Cross-Modality Liver Segmentation

A deep learning model trained on some labeled data from a certain source...
07/31/2019 ∙ by Junlin Yang, et al. ∙ 2 ∙ share

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A Survey of Deep Learning-based Object Detection

Object detection is one of the most important and challenging branches o...
07/11/2019 ∙ by Licheng Jiao, et al. ∙ 0 ∙ share

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Predicting Treatment Initiation from Clinical Time Series Data via Graph-Augmented Time-Sensitive Model

Many computational models were proposed to extract temporal patterns fro...
07/01/2019 ∙ by Fan Zhang, et al. ∙ 0 ∙ share

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Critical Edge Identification: A K-Truss Based Model

In a social network, the strength of relationships between users can sig...
06/27/2019 ∙ by Wenjie Zhu, et al. ∙ 0 ∙ share

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K-Core Maximization through Edge Additions

A popular model to measure the stability of a network is k-core - the ma...
06/27/2019 ∙ by Zhongxin Zhou, et al. ∙ 0 ∙ share

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MediaPipe: A Framework for Building Perception Pipelines

Building applications that perceive the world around them is challenging...
06/14/2019 ∙ by Camillo Lugaresi, et al. ∙ 0 ∙ share

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GSI: GPU-friendly Subgraph Isomorphism

Subgraph isomorphism is a well-known NP-hard problem that is widely used...
06/08/2019 ∙ by Li Zeng, et al. ∙ 0 ∙ share

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A Distributionally Robust Boosting Algorithm

Distributionally Robust Optimization (DRO) has been shown to provide a f...
05/20/2019 ∙ by Jose Blanchet, et al. ∙ 0 ∙ share

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Noise-Tolerant Paradigm for Training Face Recognition CNNs

Benefit from large-scale training datasets, deep Convolutional Neural Ne...
03/25/2019 ∙ by Yangyu Huang, et al. ∙ 0 ∙ share

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Dolha - an Efficient and Exact Data Structure for Streaming Graphs

A streaming graph is a graph formed by a sequence of incoming edges with...
01/24/2019 ∙ by Fan Zhang, et al. ∙ 0 ∙ share

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Quantifying Legibility of Indoor Spaces Using Deep Convolutional Neural Networks: Case Studies in Train Stations

Legibility is the extent to which a space can be easily recognized. Eval...
01/22/2019 ∙ by Zhoutong Wang, et al. ∙ 0 ∙ share

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Understanding Rowhammer Attacks through the Lens of a Unified Reference Framework

Rowhammer is a hardware-based bug that allows the attacker to modify the...
01/11/2019 ∙ by Xiaoxuan Lou, et al. ∙ 0 ∙ share

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Landscape of Big Medical Data: A Pragmatic Survey on Prioritized Tasks

Big medical data poses great challenges to life scientists, clinicians, ...
01/03/2019 ∙ by Zhifei Zhang, et al. ∙ 0 ∙ share

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Experience: Understanding Long-Term Evolving Patterns of Shared Electric Vehicle Networks

Due to the ever-growing concerns on the air pollution and energy securit...
12/02/2018 ∙ by Guang Wang, et al. ∙ 0 ∙ share

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Nonconvex and Nonsmooth Sparse Optimization via Adaptively Iterative Reweighted Methods

We present a general formulation of nonconvex and nonsmooth sparse optim...
10/24/2018 ∙ by Hao Wang, et al. ∙ 0 ∙ share

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Memristor-based Deep Convolution Neural Network: A Case Study

In this paper, we firstly introduce a method to efficiently implement la...
09/14/2018 ∙ by Fan Zhang, et al. ∙ 0 ∙ share

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High-speed Tracking with Multi-kernel Correlation Filters

Correlation filter (CF) based trackers are currently ranked top in terms...
06/17/2018 ∙ by Ming Tang, et al. ∙ 0 ∙ share

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TreeSegNet: Automatically Constructed Tree CNNs for Subdecimeter Aerial Image Segmentation

For the task of subdecimeter aerial imagery segmentation, the fine-grain...
04/29/2018 ∙ by Kai Yue, et al. ∙ 10 ∙ share

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Ekiden: A Platform for Confidentiality-Preserving, Trustworthy, and Performant Smart Contract Execution

Smart contracts are applications that execute on blockchains. Today they...
04/14/2018 ∙ by Raymond Cheng, et al. ∙ 0 ∙ share

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SeqFace: Make full use of sequence information for face recognition

Deep convolutional neural networks (CNNs) have greatly improved the Face...
03/17/2018 ∙ by Yangyu Huang, et al. ∙ 0 ∙ share

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SeqFace: Make full use of sequence information for face recognitio

Deep convolutional neural networks (CNNs) have greatly improved the Face...
03/17/2018 ∙ by Yangyu Huang, et al. ∙ 0 ∙ share

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Parameter-free ℓ_p-Box Decoding of LDPC Codes

The Alternating Direction Method of Multipliers (ADMM) decoding of Low D...
11/29/2017 ∙ by Qiong Wu, et al. ∙ 0 ∙ share

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Fan Zhang

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