Chao Li

TruNet: Short Videos Generation from Long Videos via Story-Preserving Truncation

In this work, we introduce a new problem, named as story-preserving lon...
10/14/2019 ∙ by Fan Yang, et al. ∙ 34 ∙ share

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H-OWAN: Multi-distorted Image Restoration with Tensor 1x1 Convolution

It is a challenging task to restore images from their variants with comb...
01/29/2020 ∙ by Zihao Huang, et al. ∙ 18 ∙ share

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Semantic Adversarial Network with Multi-scale Pyramid Attention for Video Classification

Two-stream architecture have shown strong performance in video classific...
03/06/2019 ∙ by De Xie, et al. ∙ 16 ∙ share

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Hyperspectral Super-Resolution via Coupled Tensor Ring Factorization

Hyperspectral super-resolution (HSR) fuses a low-resolution hyperspectra...
01/06/2020 ∙ by Wei He, et al. ∙ 16 ∙ share

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Active Transfer Learning Network: A Unified Deep Joint Spectral-Spatial Feature Learning Model For Hyperspectral Image Classification

Deep learning has recently attracted significant attention in the field ...
04/04/2019 ∙ by Cheng Deng, et al. ∙ 10 ∙ share

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Single Image Reflection Removal through Cascaded Refinement

We address the problem of removing undesirable reflections from a single...
11/15/2019 ∙ by Chao Li, et al. ∙ 9 ∙ share

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Non-local Meets Global: An Integrated Paradigm for Hyperspectral Denoising

Non-local low-rank tensor approximation has been developed as a state-of...
12/11/2018 ∙ by Wei He, et al. ∙ 6 ∙ share

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Deep Concept-wise Temporal Convolutional Networks for Action Localization

Existing action localization approaches adopt shallow temporal convoluti...
08/26/2019 ∙ by Xin Li, et al. ∙ 2 ∙ share

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A generative adversarial framework for positive-unlabeled classification

In this work, we consider the task of classifying the binary positive-un...
11/21/2017 ∙ by Ming Hou, et al. ∙ 0 ∙ share

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Autoencoder Feature Selector

High-dimensional data in many areas such as computer vision and machine ...
10/23/2017 ∙ by Kai Han, et al. ∙ 0 ∙ share

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Cascade Region Proposal and Global Context for Deep Object Detection

Deep region-based object detector consists of a region proposal step and...
10/30/2017 ∙ by Qiaoyong Zhong, et al. ∙ 0 ∙ share

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Canonical Polyadic Decomposition with Auxiliary Information for Brain Computer Interface

Physiological signals are often organized in the form of multiple dimens...
10/23/2014 ∙ by Junhua Li, et al. ∙ 0 ∙ share

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Multi-tensor Completion for Estimating Missing Values in Video Data

Many tensor-based data completion methods aim to solve image and video i...
09/01/2014 ∙ by Chao Li, et al. ∙ 0 ∙ share

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Deep Speaker: an End-to-End Neural Speaker Embedding System

We present Deep Speaker, a neural speaker embedding system that maps utt...
05/05/2017 ∙ by Chao Li, et al. ∙ 0 ∙ share

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Model Trees for Identifying Exceptional Players in the NHL Draft

Drafting strong players is crucial for the team success. We describe a n...
02/23/2018 ∙ by Oliver Schulte, et al. ∙ 0 ∙ share

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Combining Linear Non-Gaussian Acyclic Model with Logistic Regression Model for Estimating Causal Structure from Mixed Continuous and Discrete Data

Estimating causal models from observational data is a crucial task in da...
02/16/2018 ∙ by Chao Li, et al. ∙ 0 ∙ share

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Optimizing Memory Efficiency for Deep Convolutional Neural Networks on GPUs

Leveraging large data sets, deep Convolutional Neural Networks (CNNs) ac...
10/12/2016 ∙ by Chao Li, et al. ∙ 0 ∙ share

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Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval

Thanks to the success of deep learning, cross-modal retrieval has made s...
04/04/2018 ∙ by Chao Li, et al. ∙ 0 ∙ share

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Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation

Skeleton-based human action recognition has recently drawn increasing at...
04/17/2018 ∙ by Chao Li, et al. ∙ 0 ∙ share

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Efficient Object Tracking based on Circular and Structural Multi-level Learners

We propose a novel efficient tracking framework. Firstly, we incorporate...
04/23/2018 ∙ by Peng Gao, et al. ∙ 0 ∙ share

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A Complementary Tracking Model with Multiple Features

Discriminative Correlation Filters (DCF)-based tracking algorithms explo...
04/20/2018 ∙ by Peng Gao, et al. ∙ 0 ∙ share

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Low-Rank Tensor Decomposition via Multiple Reshaping and Reordering Operations

Tensor decomposition has been widely applied to find low-rank representa...
05/22/2018 ∙ by Chao Li, et al. ∙ 0 ∙ share

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Large Margin Structured Convolution Operator for Thermal Infrared Object Tracking

Compared with visible object tracking, thermal infrared (TIR) object tra...
04/19/2018 ∙ by Peng Gao, et al. ∙ 0 ∙ share

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ArticulatedFusion: Real-time Reconstruction of Motion, Geometry and Segmentation Using a Single Depth Camera

This paper proposes a real-time dynamic scene reconstruction method capa...
07/19/2018 ∙ by Chao Li, et al. ∙ 0 ∙ share

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Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion

In tensor completion tasks, the traditional low-rank tensor decompositio...
09/07/2018 ∙ by Longhao Yuan, et al. ∙ 0 ∙ share

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Privacy in Internet of Things: from Principles to Technologies

Ubiquitous deployment of low-cost smart devices and widespread use of hi...
08/25/2018 ∙ by Chao Li, et al. ∙ 0 ∙ share

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Low-Rank Embedding of Kernels in Convolutional Neural Networks under Random Shuffling

Although the convolutional neural networks (CNNs) have become popular fo...
10/31/2018 ∙ by Chao Li, et al. ∙ 0 ∙ share

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Chat More If You Like: Dynamic Cue Words Planning to Flow Longer Conversations

To build an open-domain multi-turn conversation system is one of the mos...
11/19/2018 ∙ by Lili Yao, et al. ∙ 0 ∙ share

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Scalable and Privacy-preserving Design of On/Off-chain Smart Contracts

The rise of smart contract systems such as Ethereum has resulted in a pr...
02/18/2019 ∙ by Chao Li, et al. ∙ 0 ∙ share

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New Results about the Boomerang Uniformity of Permutation Polynomials

In EUROCRYPT 2018, Cid et al. BCT2018 introduced a new concept on the cr...
01/17/2019 ∙ by Kangquan Li, et al. ∙ 0 ∙ share

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Anomaly Detection for an E-commerce Pricing System

Online retailers execute a very large number of price updates when compa...
02/25/2019 ∙ by Jagdish Ramakrishnan, et al. ∙ 0 ∙ share

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Collaborative Spatio-temporal Feature Learning for Video Action Recognition

Spatio-temporal feature learning is of central importance for action rec...
03/04/2019 ∙ by Chao Li, et al. ∙ 0 ∙ share

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Decentralized Release of Self-emerging Data using Smart Contracts

In the age of Big Data, releasing protected sensitive data at a future p...
02/14/2019 ∙ by Chao Li, et al. ∙ 0 ∙ share

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Decentralized Privacy-preserving Timed Execution in Blockchain-based Smart Contract Platforms

In the age of Big Data, enabling task scheduling while protecting users'...
02/14/2019 ∙ by Chao Li, et al. ∙ 0 ∙ share

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Tensor-Ring Nuclear Norm Minimization and Application for Visual Data Completion

Tensor ring (TR) decomposition has been successfully used to obtain the ...
03/21/2019 ∙ by Jinshi Yu, et al. ∙ 0 ∙ share

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Rank Minimization on Tensor Ring: A New Paradigm in Scalable Tensor Decomposition and Completion

In low-rank tensor completion tasks, due to the underlying multiple larg...
05/22/2018 ∙ by Longhao Yuan, et al. ∙ 0 ∙ share

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Active Multi-Kernel Domain Adaptation for Hyperspectral Image Classification

Recent years have witnessed the quick progress of the hyperspectral imag...
04/10/2019 ∙ by Cheng Deng, et al. ∙ 0 ∙ share

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Shared Predictive Cross-Modal Deep Quantization

With explosive growth of data volume and ever-increasing diversity of da...
04/16/2019 ∙ by Erkun Yang, et al. ∙ 0 ∙ share

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CryptoNN: Training Neural Networks over Encrypted Data

Emerging neural networks based machine learning techniques such as deep ...
04/15/2019 ∙ by Runhua Xu, et al. ∙ 0 ∙ share

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Adversarial Defense Through Network Profiling Based Path Extraction

Recently, researchers have started decomposing deep neural network model...
04/17/2019 ∙ by Yuxian Qiu, et al. ∙ 0 ∙ share

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POG: Personalized Outfit Generation for Fashion Recommendation at Alibaba iFashion

Increasing demand for fashion recommendation raises a lot of challenges ...
05/06/2019 ∙ by Wen Chen, et al. ∙ 0 ∙ share

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Adapting Image Super-Resolution State-of-the-arts and Learning Multi-model Ensemble for Video Super-Resolution

Recently, image super-resolution has been widely studied and achieved si...
05/07/2019 ∙ by Chao Li, et al. ∙ 0 ∙ share

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Coupled CycleGAN: Unsupervised Hashing Network for Cross-Modal Retrieval

In recent years, hashing has attracted more and more attention owing to ...
03/06/2019 ∙ by Chao Li, et al. ∙ 0 ∙ share

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Incentivized Blockchain-based Social Media Platforms: A Case Study of Steemit

This paper presents an empirical analysis of Steemit, a key representati...
04/15/2019 ∙ by Chao Li, et al. ∙ 0 ∙ share

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Multi-Interest Network with Dynamic Routing for Recommendation at Tmall

Industrial recommender systems usually consist of the matching stage and...
04/17/2019 ∙ by Chao Li, et al. ∙ 0 ∙ share

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Randomized Tensor Ring Decomposition and Its Application to Large-scale Data Reconstruction

Dimensionality reduction is an essential technique for multi-way large-s...
01/07/2019 ∙ by Longhao Yuan, et al. ∙ 0 ∙ share

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Multi-objective Pruning for CNNs using Genetic Algorithm

In this work, we propose a heuristic genetic algorithm (GA) for pruning ...
06/02/2019 ∙ by Chuanguang Yang, et al. ∙ 0 ∙ share

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Best Practices for Learning Domain-Specific Cross-Lingual Embeddings

Cross-lingual embeddings aim to represent words in multiple languages in...
07/06/2019 ∙ by Lena Shakurova, et al. ∙ 0 ∙ share

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User independent Emotion Recognition with Residual Signal-Image Network

User independent emotion recognition with large scale physiological sign...
08/10/2019 ∙ by Guanghao Yin, et al. ∙ 0 ∙ share

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On the Differential Linear Connectivity Table of Vectorial Boolean Functions

Vectorial Boolean functions are crucial building blocks in symmetric cip...
07/13/2019 ∙ by Kangquan Li, et al. ∙ 0 ∙ share

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Chao Li

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