Yang Zhang

Privacy Analysis of Deep Learning in the Wild: Membership Inference Attacks against Transfer Learning

While being deployed in many critical applications as core components, m...
09/10/2020 ∙ by Yang Zou, et al. ∙ 7 ∙ share

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A Novel Software-based Multi-path RDMA Solutionfor Data Center Networks

In this paper we propose Virtuoso, a purely software-based multi-path RD...
09/01/2020 ∙ by Feng Tian, et al. ∙ 0 ∙ share

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A Fast and Robust BERT-based Dialogue State Tracker for Schema-Guided Dialogue Dataset

Dialog State Tracking (DST) is one of the most crucial modules for goal-...
08/27/2020 ∙ by Vahid Noroozi, et al. ∙ 10 ∙ share

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CCA: Exploring the Possibility of Contextual Camouflage Attack on Object Detection

Deep neural network based object detection hasbecome the cornerstone of ...
08/19/2020 ∙ by Shengnan Hu, et al. ∙ 7 ∙ share

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Scalable and Communication-efficient Decentralized Federated Edge Learning with Multi-blockchain Framework

The emerging Federated Edge Learning (FEL) technique has drawn considera...
08/10/2020 ∙ by Jiawen Kang, et al. ∙ 0 ∙ share

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Label-Leaks: Membership Inference Attack with Label

Machine learning (ML) has made tremendous progress during the past decad...
07/30/2020 ∙ by Zheng Li, et al. ∙ 31 ∙ share

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The Lottery Ticket Hypothesis for Pre-trained BERT Networks

In natural language processing (NLP), enormous pre-trained models like B...
07/23/2020 ∙ by Tianlong Chen, et al. ∙ 7 ∙ share

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PP-YOLO: An Effective and Efficient Implementation of Object Detector

Object detection is one of the most important areas in computer vision, ...
07/23/2020 ∙ by Xiang Long, et al. ∙ 31 ∙ share

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Deep Anomaly Detection for Time-series Data in Industrial IoT: A Communication-Efficient On-device Federated Learning Approach

Since edge device failures (i.e., anomalies) seriously affect the produc...
07/19/2020 ∙ by YI LIU, et al. ∙ 25 ∙ share

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Generating Visually Aligned Sound from Videos

We focus on the task of generating sound from natural videos, and the so...
07/14/2020 ∙ by Peihao Chen, et al. ∙ 0 ∙ share

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Learning Differential Diagnosis of Skin Conditions with Co-occurrence Supervision using Graph Convolutional Networks

Skin conditions are reported the 4th leading cause of nonfatal disease b...
07/13/2020 ∙ by Junyan Wu, et al. ∙ 34 ∙ share

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Design Space Exploration of Power Delivery For Advanced Packaging Technologies

In this paper, a design space exploration of power delivery networks is ...
07/10/2020 ∙ by Md Obaidul Hossen, et al. ∙ 0 ∙ share

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Cognitive Radio Network Throughput Maximization with Deep Reinforcement Learning

Radio Frequency powered Cognitive Radio Networks (RF-CRN) are likely to ...
07/07/2020 ∙ by Kevin Shen Hoong Ong, et al. ∙ 0 ∙ share

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Modality-Agnostic Attention Fusion for visual search with text feedback

Image retrieval with natural language feedback offers the promise of cat...
06/30/2020 ∙ by Eric Dodds, et al. ∙ 16 ∙ share

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Affinity Fusion Graph-based Framework for Natural Image Segmentation

This paper proposes an affinity fusion graph framework to effectively co...
06/24/2020 ∙ by Yang Zhang, et al. ∙ 8 ∙ share

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Does Non-COVID19 Lung Lesion Help? Investigating Transferability in COVID-19 CT Image Segmentation

Coronavirus disease 2019 (COVID-19) is a highly contagious virus spreadi...
06/23/2020 ∙ by Yixin Wang, et al. ∙ 2 ∙ share

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BadNL: Backdoor Attacks Against NLP Models

Machine learning (ML) has progressed rapidly during the past decade and ...
06/01/2020 ∙ by Xiaoyi Chen, et al. ∙ 0 ∙ share

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How to Retrain Recommender System? A Sequential Meta-Learning Method

Practical recommender systems need be periodically retrained to refresh ...
05/27/2020 ∙ by Yang Zhang, et al. ∙ 0 ∙ share

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FA-GANs: Facial Attractiveness Enhancement with Generative Adversarial Networks on Frontal Faces

Facial attractiveness enhancement has been an interesting application in...
05/17/2020 ∙ by Jingwu He, et al. ∙ 2 ∙ share

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When Machine Unlearning Jeopardizes Privacy

The right to be forgotten states that a data owner has the right to eras...
05/05/2020 ∙ by Min Chen, et al. ∙ 10 ∙ share

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Stealing Links from Graph Neural Networks

Graph data, such as social networks and chemical networks, contains a we...
05/05/2020 ∙ by Xinlei He, et al. ∙ 0 ∙ share

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A New Data Normalization Method to Improve Dialogue Generation by Minimizing Long Tail Effect

Recent neural models have shown significant progress in dialogue generat...
05/04/2020 ∙ by Zhiqiang Zhan, et al. ∙ 3 ∙ share

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Unsupervised Speech Decomposition via Triple Information Bottleneck

Speech information can be roughly decomposed into four components: langu...
04/23/2020 ∙ by Kaizhi Qian, et al. ∙ 0 ∙ share

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ByteSing: A Chinese Singing Voice Synthesis System Using Duration Allocated Encoder-Decoder Acoustic Models and WaveRNN Vocoders

This paper presents ByteSing, a Chinese singing voice synthesis (SVS) sy...
04/23/2020 ∙ by Yu Gu, et al. ∙ 0 ∙ share

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"Go eat a bat, Chang!": An Early Look on the Emergence of Sinophobic Behavior on Web Communities in the Face of COVID-19

The outbreak of the COVID-19 pandemic has changed our lives in unprecede...
04/08/2020 ∙ by Leonard Schild, et al. ∙ 0 ∙ share

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Improved YOLOv3 Object Classification in Intelligent Transportation System

The technology of vehicle and driver detection in Intelligent Transporta...
04/08/2020 ∙ by Yang Zhang, et al. ∙ 19 ∙ share

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Adaptive Multiscale Illumination-Invariant Feature Representation for Undersampled Face Recognition

This paper presents an novel illumination-invariant feature representati...
04/07/2020 ∙ by Yang Zhang, et al. ∙ 1 ∙ share

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Deep Attentive Generative Adversarial Network for Photo-Realistic Image De-Quantization

Most of current display devices are with eight or higher bit-depth. Howe...
04/07/2020 ∙ by Yang Zhang, et al. ∙ 7 ∙ share

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PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation

The requirement of fine-grained perception by autonomous driving systems...
03/31/2020 ∙ by Yang Zhang, et al. ∙ 12 ∙ share

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Invariant Rationalization

Selective rationalization improves neural network interpretability by id...
03/22/2020 ∙ by Shiyu Chang, et al. ∙ 5 ∙ share

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Overview of the CCKS 2019 Knowledge Graph Evaluation Track: Entity, Relation, Event and QA

Knowledge graph models world knowledge as concepts, entities, and the re...
03/09/2020 ∙ by Xianpei Han, et al. ∙ 0 ∙ share

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Dynamic Backdoor Attacks Against Machine Learning Models

Machine learning (ML) has made tremendous progress during the past decad...
03/07/2020 ∙ by Ahmed Salem, et al. ∙ 50 ∙ share

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Copy and Paste GAN: Face Hallucination from Shaded Thumbnails

Existing face hallucination methods based on convolutional neural networ...
02/25/2020 ∙ by Yang Zhang, et al. ∙ 8 ∙ share

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Face Hallucination with Finishing Touches

Obtaining a high-quality frontal face image from a low-resolution (LR) n...
02/09/2020 ∙ by Yang Zhang, et al. ∙ 8 ∙ share

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Citation Recommendations Considering Content and Structural Context Embedding

The number of academic papers being published is increasing exponentiall...
01/08/2020 ∙ by Yang Zhang, et al. ∙ 0 ∙ share

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A hybrid text normalization system using multi-head self-attention for mandarin

In this paper, we propose a hybrid text normalization system using multi...
11/11/2019 ∙ by Junhui Zhang, et al. ∙ 0 ∙ share

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A unified sequence-to-sequence front-end model for Mandarin text-to-speech synthesis

In Mandarin text-to-speech (TTS) system, the front-end text processing m...
11/11/2019 ∙ by Junjie Pan, et al. ∙ 0 ∙ share

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Semantic Feature Attention Network for Liver Tumor Segmentation in Large-scale CT database

Liver tumor segmentation plays an important role in hepatocellular carci...
11/01/2019 ∙ by Yao Zhang, et al. ∙ 0 ∙ share

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Rethinking Cooperative Rationalization: Introspective Extraction and Complement Control

Selective rationalization has become a common mechanism to ensure that p...
10/29/2019 ∙ by Mo Yu, et al. ∙ 0 ∙ share

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A Game Theoretic Approach to Class-wise Selective Rationalization

Selection of input features such as relevant pieces of text has become a...
10/28/2019 ∙ by Shiyu Chang, et al. ∙ 13 ∙ share

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Reliable Federated Learning for Mobile Networks

Federated learning, as a promising machine learning approach, has emerge...
10/14/2019 ∙ by Jiawen Kang, et al. ∙ 0 ∙ share

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An Efficient and Margin-Approaching Zero-Confidence Adversarial Attack

There are two major paradigms of white-box adversarial attacks that atte...
10/01/2019 ∙ by Yang Zhang, et al. ∙ 11 ∙ share

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A System-Level Solution for Low-Power Object Detection

Object detection has made impressive progress in recent years with the h...
09/24/2019 ∙ by Fanrong Li, et al. ∙ 0 ∙ share

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MemGuard: Defending against Black-Box Membership Inference Attacks via Adversarial Examples

In a membership inference attack, an attacker aims to infer whether a da...
09/23/2019 ∙ by Jinyuan Jia, et al. ∙ 0 ∙ share

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Analyzing Recurrent Neural Network by Probabilistic Abstraction

Neural network is becoming the dominant approach for solving many real-w...
09/22/2019 ∙ by Guoliang Dong, et al. ∙ 0 ∙ share

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An Online Reinforcement Learning Approach to Quality-Cost-Aware Task Allocation for Multi-Attribute Social Sensing

Social sensing has emerged as a new sensing paradigm where humans (or de...
09/11/2019 ∙ by Yang Zhang, et al. ∙ 0 ∙ share

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GAN-Leaks: A Taxonomy of Membership Inference Attacks against GANs

In recent years, the success of deep learning has carried over from disc...
09/09/2019 ∙ by Dingfan Chen, et al. ∙ 13 ∙ share

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Domain Randomization and Pyramid Consistency: Simulation-to-Real Generalization without Accessing Target Domain Data

We propose to harness the potential of simulation for the semantic segme...
09/02/2019 ∙ by Xiangyu Yue, et al. ∙ 7 ∙ share

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Key Features of the Coupled Hand-operated Balanced Manipulator (HOBM) and Lightweight Robot (LWR)

The paper deals with coupled systems including hand-operated balanced ma...
08/07/2019 ∙ by Yang Zhang, et al. ∙ 0 ∙ share

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t-k-means: A k-means Variant with Robustness and Stability

Lloyd's k-means algorithm is one of the most classical clustering method...
07/17/2019 ∙ by Yang Zhang, et al. ∙ 16 ∙ share

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Yang Zhang

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