Jing Li

TOCO: A Framework for Compressing Neural Network Models Based on Tolerance Analysis

Neural network compression methods have enabled deploying large models o...
12/18/2019 ∙ by Soroosh Khoram, et al. ∙ 34 ∙ share

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Reducing BERT Pre-Training Time from 3 Days to 76 Minutes

Large-batch training is key to speeding up deep neural network training ...
04/01/2019 ∙ by Yang You, et al. ∙ 18 ∙ share

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Deep Image-to-Video Adaptation and Fusion Networks for Action Recognition

Existing deep learning methods for action recognition in videos require ...
11/25/2019 ∙ by Yang Liu, et al. ∙ 17 ∙ share

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GPM: A Generic Probabilistic Model to Recover Annotator's Behavior and Ground Truth Labeling

In the big data era, data labeling can be obtained through crowdsourcing...
03/01/2020 ∙ by Jing Li, et al. ∙ 12 ∙ share

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Secure Metric Learning via Differential Pairwise Privacy

Distance Metric Learning (DML) has drawn much attention over the last tw...
03/30/2020 ∙ by Jing Li, et al. ∙ 12 ∙ share

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GANs-NQM: A Generative Adversarial Networks based No Reference Quality Assessment Metric for RGB-D Synthesized Views

In this paper, we proposed a no-reference (NR) quality metric for RGB pl...
03/28/2019 ∙ by Suiyi Ling, et al. ∙ 8 ∙ share

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Multimodal Transformer with Multi-View Visual Representation for Image Captioning

Image captioning aims to automatically generate a natural language descr...
05/20/2019 ∙ by Jun Yu, et al. ∙ 6 ∙ share

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Pose-Assisted Multi-Camera Collaboration for Active Object Tracking

Active Object Tracking (AOT) is crucial to many visionbased applications...
01/15/2020 ∙ by Jing Li, et al. ∙ 6 ∙ share

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Structured3D: A Large Photo-realistic Dataset for Structured 3D Modeling

Recently, there has been growing interest in developing learning-based m...
08/01/2019 ∙ by Jia Zheng, et al. ∙ 4 ∙ share

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Global Temporal Representation based CNNs for Infrared Action Recognition

Infrared human action recognition has many advantages, i.e., it is insen...
09/18/2019 ∙ by Yang Liu, et al. ∙ 3 ∙ share

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SD-CNN: a Shallow-Deep CNN for Improved Breast Cancer Diagnosis

Breast cancer is the second leading cause of cancer death among women wo...
03/01/2018 ∙ by Fei Gao, et al. ∙ 0 ∙ share

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Neural Attentive Session-based Recommendation

Given e-commerce scenarios that user profiles are invisible, session-bas...
11/13/2017 ∙ by Jing Li, et al. ∙ 0 ∙ share

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A Manually Annotated Chinese Corpus for Non-task-oriented Dialogue Systems

This paper presents a large-scale corpus for non-task-oriented dialogue ...
05/15/2018 ∙ by Jing Li, et al. ∙ 0 ∙ share

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Two-stage iterative Procrustes match algorithm and its application for VQ-based speaker verification

In the past decades, Vector Quantization (VQ) model has been very popula...
07/10/2018 ∙ by Richeng Tan, et al. ∙ 0 ∙ share

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Hierarchically Learned View-Invariant Representations for Cross-View Action Recognition

Recognizing human actions from varied views is challenging due to huge a...
09/03/2018 ∙ by Yang Liu, et al. ∙ 0 ∙ share

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A Joint Model of Conversational Discourse and Latent Topics on Microblogs

Conventional topic models are ineffective for topic extraction from micr...
09/11/2018 ∙ by Jing Li, et al. ∙ 0 ∙ share

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Topic Memory Networks for Short Text Classification

Many classification models work poorly on short texts due to data sparsi...
09/11/2018 ∙ by Jichuan Zeng, et al. ∙ 0 ∙ share

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Hybrid-MST: A Hybrid Active Sampling Strategy for Pairwise Preference Aggregation

In this paper we present a hybrid active sampling strategy for pairwise ...
10/20/2018 ∙ by Jing Li, et al. ∙ 0 ∙ share

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A Low-latency Secure Data Outsourcing Scheme for Cloud-WSN

With the support of cloud computing, large quantities of data collected ...
10/25/2018 ∙ by Jing Li, et al. ∙ 0 ∙ share

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An Efficient Encryption Scheme with Verifiable Outsourced Decryption in Mobile Cloud Computing

With the increasing number of mobile applications and the popularity of ...
10/25/2018 ∙ by Jing Li, et al. ∙ 0 ∙ share

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Towards Delay-Tolerant Flexible Data Access Control for Smart Grid with Renewable Energy Resources

In the Smart Grid with Renewable Energy Resources (RERs), the Residentia...
10/25/2018 ∙ by Zhitao Guan, et al. ∙ 0 ∙ share

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Achieving Efficient and Secure Data Acquisition for Cloud-supported Internet of Things in Smart Grid

Cloud-supported Internet of Things (Cloud-IoT) has been broadly deployed...
10/25/2018 ∙ by Zhitao Guan, et al. ∙ 0 ∙ share

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When Bifidelity Meets CoKriging: An Efficient Physics-Informed Multifidelity Method

In this work, we propose a framework that combines the approximation-the...
12/07/2018 ∙ by Xiu Yang, et al. ∙ 0 ∙ share

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DLocRL: A Deep Learning Pipeline for Fine-Grained Location Recognition and Linking in Tweets

In recent years, with the prevalence of social media and smart devices, ...
01/21/2019 ∙ by Canwen Xu, et al. ∙ 0 ∙ share

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A Survey on Deep Learning for Named Entity Recognition

Named entity recognition (NER) is the task to identify text spans that m...
12/22/2018 ∙ by Jing Li, et al. ∙ 0 ∙ share

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RepeatNet: A Repeat Aware Neural Recommendation Machine for Session-based Recommendation

Recurrent neural networks for session-based recommendation have attracte...
12/06/2018 ∙ by Pengjie Ren, et al. ∙ 0 ∙ share

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What You Say and How You Say it: Joint Modeling of Topics and Discourse in Microblog Conversations

This paper presents an unsupervised framework for jointly modeling topic...
03/18/2019 ∙ by Jichuan Zeng, et al. ∙ 0 ∙ share

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SysML: The New Frontier of Machine Learning Systems

Machine learning (ML) techniques are enjoying rapidly increasing adoptio...
03/29/2019 ∙ by Alexander Ratner, et al. ∙ 0 ∙ share

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Microblog Hashtag Generation via Encoding Conversation Contexts

Automatic hashtag annotation plays an important role in content understa...
05/18/2019 ∙ by Yue Wang, et al. ∙ 0 ∙ share

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Joint Effects of Context and User History for Predicting Online Conversation Re-entries

As the online world continues its exponential growth, interpersonal comm...
06/04/2019 ∙ by Xingshan Zeng, et al. ∙ 0 ∙ share

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Topic-Aware Neural Keyphrase Generation for Social Media Language

A huge volume of user-generated content is daily produced on social medi...
06/10/2019 ∙ by Yue Wang, et al. ∙ 0 ∙ share

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Intrinsic Weight Learning Approach for Multi-view Clustering

Exploiting different representations, or views, of the same object for b...
06/21/2019 ∙ by Feiping Nie, et al. ∙ 0 ∙ share

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On Analysis of the Bitcoin and Prism Backbone Protocols

Bitcoin is a peer-to-peer payment system proposed by Nakamoto in 2008. P...
07/11/2019 ∙ by Jing Li, et al. ∙ 0 ∙ share

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Gaussian Process Regression and Conditional Polynomial Chaos for Parameter Estimation

We present a new approach for constructing a data-driven surrogate model...
07/31/2019 ∙ by Jing Li, et al. ∙ 0 ∙ share

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Transferable Feature Representation for Visible-to-Infrared Cross-Dataset Human Action Recognition

Recently, infrared human action recognition has attracted increasing att...
09/18/2019 ∙ by Yang Liu, et al. ∙ 0 ∙ share

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Quality Assessment of Free-viewpoint Videos by Quantifying the Elastic Changes of Multi-Scale Motion Trajectories

Virtual viewpoints synthesis is an essential process for many immersive ...
03/28/2019 ∙ by Suiyi Ling, et al. ∙ 0 ∙ share

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Discrete Argument Representation Learning for Interactive Argument Pair Identification

In this paper, we focus on extracting interactive argument pairs from tw...
11/05/2019 ∙ by Lu Ji, et al. ∙ 0 ∙ share

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A New Ensemble Adversarial Attack Powered by Long-term Gradient Memories

Deep neural networks are vulnerable to adversarial attacks....
11/18/2019 ∙ by Zhaohui Che, et al. ∙ 0 ∙ share

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Interleaved Composite Quantization for High-Dimensional Similarity Search

Similarity search retrieves the nearest neighbors of a query vector from...
12/18/2019 ∙ by Soroosh Khoram, et al. ∙ 0 ∙ share

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Generalizable Resource Allocation in Stream Processing via Deep Reinforcement Learning

This paper considers the problem of resource allocation in stream proces...
11/19/2019 ∙ by Xiang Ni, et al. ∙ 0 ∙ share

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Model reduction for a power grid model

We apply model reduction techniques to the DeMarco power grid model. The...
12/19/2019 ∙ by Jing Li, et al. ∙ 0 ∙ share

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Deep Learning for Highly Accelerated Diffusion Tensor Imaging

Diffusion tensor imaging (DTI) is widely used to examine the human brain...
02/03/2020 ∙ by Hongyu Li, et al. ∙ 0 ∙ share

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Continuous-Time Analysis of the Bitcoin and Prism Backbone Protocols

Bitcoin is a peer-to-peer payment system proposed by Nakamoto in 2008. B...
01/16/2020 ∙ by Jing Li, et al. ∙ 0 ∙ share

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What Changed Your Mind: The Roles of Dynamic Topics and Discourse in Argumentation Process

In our world with full of uncertainty, debates and argumentation contrib...
02/10/2020 ∙ by Jichuan Zeng, et al. ∙ 0 ∙ share

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UFTR: A Unified Framework for Ticket Routing

Corporations today face increasing demands for the timely and effective ...
03/02/2020 ∙ by Jianglei Han, et al. ∙ 0 ∙ share

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Evaluating Row Buffer Locality in Future Non-Volatile Main Memories

DRAM-based main memories have read operations that destroy the read data...
12/16/2018 ∙ by Justin Meza, et al. ∙ 0 ∙ share

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High-order numerical methods for the Riesz space fractional advection-dispersion equations

In this paper, we propose high-order numerical methods for the Riesz spa...
03/31/2020 ∙ by Libo Feng, et al. ∙ 0 ∙ share

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Reservation-Based Federated Scheduling for Parallel Real-Time Tasks

This paper considers the scheduling of parallel real-time tasks with arb...
12/13/2017 ∙ by Niklas Ueter, et al. ∙ 0 ∙ share

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Jing Li

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