b'Hao Wu'

Improving Blockchain Consistency by Assigning Weights to Random Blocks

Blockchains based on the celebrated Nakamoto consensus protocol have sho...
07/22/2021 ∙ by Qing Zhang, et al. ∙ 0 ∙ share

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Conjugate Energy-Based Models

In this paper, we propose conjugate energy-based models (CEBMs), a new c...
06/25/2021 ∙ by Hao Wu, et al. ∙ 2 ∙ share

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Nested Variational Inference

We develop nested variational inference (NVI), a family of methods that ...
06/21/2021 ∙ by Heiko Zimmermann, et al. ∙ 18 ∙ share

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Boosting Offline Reinforcement Learning with Residual Generative Modeling

Offline reinforcement learning (RL) tries to learn the near-optimal poli...
06/19/2021 ∙ by Hua Wei, et al. ∙ 7 ∙ share

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Locally Differentially Private Frequency Estimation

We present two new local differentially private algorithms for frequency...
06/15/2021 ∙ by Hao Wu, et al. ∙ 0 ∙ share

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Collaborative Label Correction via Entropy Thresholding

Deep neural networks (DNNs) have the capacity to fit extremely noisy lab...
03/31/2021 ∙ by Hao Wu, et al. ∙ 0 ∙ share

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XRJL-HKUST at SemEval-2021 Task 4: WordNet-Enhanced Dual Multi-head Co-Attention for Reading Comprehension of Abstract Meaning

This paper presents our submitted system to SemEval 2021 Task 4: Reading...
03/30/2021 ∙ by Yuxin Jiang, et al. ∙ 0 ∙ share

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Greenplum: A Hybrid Database for Transactional and Analytical Workloads

Demand for enterprise data warehouse solutions to support real-time Onli...
03/20/2021 ∙ by Zhenghua Lyu, et al. ∙ 0 ∙ share

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Learning Proposals for Probabilistic Programs with Inference Combinators

We develop operators for construction of proposals in probabilistic prog...
03/01/2021 ∙ by Sam Stites, et al. ∙ 0 ∙ share

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App Developer Centric Trusted Execution Environment

ARM TrustZone is the de-facto hardware TEE implementation on mobile devi...
02/04/2021 ∙ by Lizhi Sun, et al. ∙ 0 ∙ share

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Coalition Game Based Full-duplex Popular Content Distribution in mmWave Vehicular Networks

The millimeter wave (mmWave) communication has drawn intensive attention...
01/29/2021 ∙ by Yibing Wang, et al. ∙ 0 ∙ share

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Learning the Best Pooling Strategy for Visual Semantic Embedding

Visual Semantic Embedding (VSE) is a dominant approach for vision-langua...
11/09/2020 ∙ by Jiacheng Chen, et al. ∙ 0 ∙ share

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Memory Group Sampling Based Online Action Recognition Using Kinetic Skeleton Features

Online action recognition is an important task for human centered intell...
11/01/2020 ∙ by Guoliang Liu, et al. ∙ 0 ∙ share

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Semi-Supervised Bilingual Lexicon Induction with Two-way Interaction

Semi-supervision is a promising paradigm for Bilingual Lexicon Induction...
10/14/2020 ∙ by Xu Zhao, et al. ∙ 0 ∙ share

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A Relaxed Matching Procedure for Unsupervised BLI

Recently unsupervised Bilingual Lexicon Induction (BLI) without any para...
10/14/2020 ∙ by Xu Zhao, et al. ∙ 0 ∙ share

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Easy, Reproducible and Quality-Controlled Data Collection with Crowdaq

High-quality and large-scale data are key to success for AI systems. How...
10/06/2020 ∙ by Qiang Ning, et al. ∙ 0 ∙ share

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DanHAR: Dual Attention Network For Multimodal Human Activity Recognition Using Wearable Sensors

Human activity recognition (HAR) in ubiquitous computing has been beginn...
06/25/2020 ∙ by Wenbin Gao, et al. ∙ 18 ∙ share

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Learning Based Distributed Tracking

Inspired by the great success of machine learning in the past decade, pe...
06/23/2020 ∙ by Hao Wu, et al. ∙ 0 ∙ share

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Real-time Human Activity Recognition Using Conditionally Parametrized Convolutions on Mobile and Wearable Devices

Recently, deep learning has represented an important research trend in h...
06/05/2020 ∙ by Xin Cheng, et al. ∙ 12 ∙ share

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Response to LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts

Live video commenting systems are an emerging feature of online video si...
06/04/2020 ∙ by Hao Wu, et al. ∙ 0 ∙ share

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Modeling nanoconfinement effects using active learning

Predicting the spatial configuration of gas molecules in nanopores of sh...
05/06/2020 ∙ by Javier E. Santos, et al. ∙ 0 ∙ share

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TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions

A critical part of reading is being able to understand the temporal rela...
05/01/2020 ∙ by Qiang Ning, et al. ∙ 0 ∙ share

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Integer Quantization for Deep Learning Inference: Principles and Empirical Evaluation

Quantization techniques can reduce the size of Deep Neural Networks and ...
04/20/2020 ∙ by Hao Wu, et al. ∙ 10 ∙ share

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Multivariate Regression of Mixed Responses for Evaluation of Visualization Designs

Information visualization significantly enhances human perception by gra...
04/04/2020 ∙ by Xiaoning Kang, et al. ∙ 0 ∙ share

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Masked Face Recognition Dataset and Application

In order to effectively prevent the spread of COVID-19 virus, almost eve...
03/20/2020 ∙ by Zhongyuan Wang, et al. ∙ 77 ∙ share

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Fully Convolutional Networks for Automatically Generating Image Masks to Train Mask R-CNN

This paper proposes a novel automatically generating image masks method ...
03/03/2020 ∙ by Hao Wu, et al. ∙ 23 ∙ share

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DeepDualMapper: A Gated Fusion Network for Automatic Map Extraction using Aerial Images and Trajectories

Automatic map extraction is of great importance to urban computing and l...
02/17/2020 ∙ by Hao Wu, et al. ∙ 6 ∙ share

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Structural-Aware Sentence Similarity with Recursive Optimal Transport

Measuring sentence similarity is a classic topic in natural language pro...
01/28/2020 ∙ by Zihao Wang, et al. ∙ 8 ∙ share

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Structured Multi-Hashing for Model Compression

Despite the success of deep neural networks (DNNs), state-of-the-art mod...
11/25/2019 ∙ by Elad Eban, et al. ∙ 19 ∙ share

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Throughput Analysis in Cache-enabled Millimeter Wave HetNets with Access and Backhaul Integration

Recently, a mmWave-based access and backhaul integration heterogeneous n...
11/11/2019 ∙ by Chenwu Zhang, et al. ∙ 0 ∙ share

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Amortized Population Gibbs Samplers with Neural Sufficient Statistics

We develop amortized population Gibbs (APG) samplers, a new class of aut...
11/04/2019 ∙ by Hao Wu, et al. ∙ 7 ∙ share

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Modeling and Performance Analysis in Cache-enabled Millimeter Wave HetNets with Access and Backhaul Integration

Recently, a mmWave-based access and backhaul integration HetNetsarchitec...
11/04/2019 ∙ by Hao Wu, et al. ∙ 0 ∙ share

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Sub-Channel Allocation for Device-to-Device Underlaying Full-Duplex mmWave Small Cells using Coalition Formation Games

The small cells in millimeter wave (mmWave) have been utilized extensive...
10/16/2019 ∙ by Yibing Wang, et al. ∙ 0 ∙ share

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Learning Latent Parameters without Human Response Patterns: Item Response Theory with Artificial Crowds

Incorporating Item Response Theory (IRT) into NLP tasks can provide valu...
08/29/2019 ∙ by John P. Lalor, et al. ∙ 0 ∙ share

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An encoding framework with brain inner state for natural image identification

Neural encoding and decoding, which aim to characterize the relationship...
08/22/2019 ∙ by Hao Wu, et al. ∙ 4 ∙ share

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Detecting 11K Classes: Large Scale Object Detection without Fine-Grained Bounding Boxes

Recent advances in deep learning greatly boost the performance of object...
08/14/2019 ∙ by Hao Yang, et al. ∙ 2 ∙ share

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Cake Cutting on Graphs: A Discrete and Bounded Proportional Protocol

The classical cake cutting problem studies how to find fair allocations ...
07/11/2019 ∙ by Xiaohui Bei, et al. ∙ 0 ∙ share

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Learning to Reconstruct and Understand Indoor Scenes from Sparse Views

This paper proposes a new method for simultaneous 3D reconstruction and ...
06/19/2019 ∙ by Jingyu Yang, et al. ∙ 3 ∙ share

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Joint Reasoning for Temporal and Causal Relations

Understanding temporal and causal relations between events is a fundamen...
06/12/2019 ∙ by Qiang Ning, et al. ∙ 3 ∙ share

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Discriminative adversarial networks for positive-unlabeled learning

As an important semi-supervised learning task, positive-unlabeled (PU) l...
06/03/2019 ∙ by Fangqing Liu, et al. ∙ 0 ∙ share

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Adaptive Learning Material Recommendation in Online Language Education

Recommending personalized learning materials for online language learnin...
05/26/2019 ∙ by Shuhan Wang, et al. ∙ 5 ∙ share

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Uneven illumination surface defects inspection based on convolutional neural network

Surface defect inspection based on machine vision is often affected by u...
05/16/2019 ∙ by Hao Wu, et al. ∙ 7 ∙ share

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Free Component Analysis: Theory, Algorithms & Applications

We describe a method for unmixing mixtures of freely independent random ...
05/05/2019 ∙ by Hao Wu, et al. ∙ 0 ∙ share

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Wasserstein-Fisher-Rao Document Distance

As a fundamental problem of natural language processing, it is important...
04/23/2019 ∙ by Zihao Wang, et al. ∙ 8 ∙ share

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Unified Visual-Semantic Embeddings: Bridging Vision and Language with Structured Meaning Representations

We propose the Unified Visual-Semantic Embeddings (Unified VSE) for lear...
04/11/2019 ∙ by Hao Wu, et al. ∙ 18 ∙ share

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UniVSE: Robust Visual Semantic Embeddings via Structured Semantic Representations

We propose Unified Visual-Semantic Embeddings (UniVSE) for learning a jo...
04/11/2019 ∙ by Hao Wu, et al. ∙ 0 ∙ share

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Delay and Power Consumption Tradeoff in Cache-enabled Dense Small Cell Networks: A Generalized Benders Decomposition Approach

Enabling caching capabilities in dense small cell networks (DSCNs) has a...
01/02/2019 ∙ by Hao Wu, et al. ∙ 0 ∙ share

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QoS-aware Full-duplex Concurrent Scheduling for Millimeter Wave Wireless Backhaul Networks

The development of self-interference (SI) cancelation technology makes f...
12/29/2018 ∙ by Weiguang Ding, et al. ∙ 0 ∙ share

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Relay-Assisted and QoS Aware Scheduling to Overcome Blockage in mmWave Backhaul Networks

In the scenario where small cells are densely deployed, the millimeter w...
12/29/2018 ∙ by Yong Niu, et al. ∙ 0 ∙ share

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Interference-aware User Grouping Strategy in NOMA Systems with QoS Constraints

To meet the performance and complexity requirements from practical deplo...
12/19/2018 ∙ by Fengqian Guo, et al. ∙ 0 ∙ share

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Hao Wu

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