Haotian Zhang

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University of Waterloo ∙ Xi'an Jiaotong University ∙ University of Washington ∙ Stanford University

Amortized Variational Deep Q Network

Efficient exploration is one of the most important issues in deep reinfo...
11/03/2020 ∙ by Haotian Zhang, et al. ∙ 0 ∙ share

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Recurrent Inference in Text Editing

In neural text editing, prevalent sequence-to-sequence based approaches ...
09/26/2020 ∙ by Ning Shi, et al. ∙ 0 ∙ share

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Analyzing Who and What Appears in a Decade of US Cable TV News

Cable TV news reaches millions of U.S. households each day, meaning that...
08/13/2020 ∙ by James Hong, et al. ∙ 0 ∙ share

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Vid2Player: Controllable Video Sprites that Behave and Appear like Professional Tennis Players

We present a system that converts annotated broadcast video of tennis ma...
08/11/2020 ∙ by Haotian Zhang, et al. ∙ 0 ∙ share

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IA-MOT: Instance-Aware Multi-Object Tracking with Motion Consistency

Multiple object tracking (MOT) is a crucial task in computer vision soci...
06/24/2020 ∙ by Jiarui Cai, et al. ∙ 0 ∙ share

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Learning to be Global Optimizer

The advancement of artificial intelligence has cast a new light on the d...
03/10/2020 ∙ by Haotian Zhang, et al. ∙ 0 ∙ share

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On Hyper-parameter Tuning for Stochastic Optimization Algorithms

This paper proposes the first-ever algorithmic framework for tuning hype...
03/04/2020 ∙ by Haotian Zhang, et al. ∙ 0 ∙ share

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Adaptive Structural Hyper-Parameter Configuration by Q-Learning

Tuning hyper-parameters for evolutionary algorithms is an important issu...
03/02/2020 ∙ by Haotian Zhang, et al. ∙ 0 ∙ share

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Eye in the Sky: Drone-Based Object Tracking and 3D Localization

Drones, or general UAVs, equipped with a single camera have been widely ...
10/18/2019 ∙ by Haotian Zhang, et al. ∙ 8 ∙ share

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GetNet: Get Target Area for Image Pairing

Image pairing is an important research task in the field of computer vis...
10/08/2019 ∙ by Henry H. Yu, et al. ∙ 0 ∙ share

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Rekall: Specifying Video Events using Compositions of Spatiotemporal Labels

Many real-world video analysis applications require the ability to ident...
10/07/2019 ∙ by Daniel Y. Fu, et al. ∙ 37 ∙ share

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An Internal Learning Approach to Video Inpainting

We propose a novel video inpainting algorithm that simultaneously halluc...
09/17/2019 ∙ by Haotian Zhang, et al. ∙ 8 ∙ share

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Simple Applications of BERT for Ad Hoc Document Retrieval

Following recent successes in applying BERT to question answering, we ex...
03/26/2019 ∙ by Wei Yang, et al. ∙ 0 ∙ share

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TextureNet: Consistent Local Parametrizations for Learning from High-Resolution Signals on Meshes

We introduce, TextureNet, a neural network architecture designed to extr...
11/30/2018 ∙ by Jingwei Huang, et al. ∙ 0 ∙ share

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Exploit the Connectivity: Multi-Object Tracking with TrackletNet

Multi-object tracking (MOT) is an important and practical task related t...
11/18/2018 ∙ by Gaoang Wang, et al. ∙ 0 ∙ share

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Evaluating Sentence-Level Relevance Feedback for High-Recall Information Retrieval

This study uses a novel simulation framework to evaluate whether the tim...
03/23/2018 ∙ by Haotian Zhang, et al. ∙ 0 ∙ share

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Exploring the Effectiveness of Convolutional Neural Networks for Answer Selection in End-to-End Question Answering

Most work on natural language question answering today focuses on answer...
07/25/2017 ∙ by Royal Sequiera, et al. ∙ 0 ∙ share

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Integrating Lexical and Temporal Signals in Neural Ranking Models for Searching Social Media Streams

Time is an important relevance signal when searching streams of social m...
07/25/2017 ∙ by Jinfeng Rao, et al. ∙ 0 ∙ share

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Haotian Zhang

Featured Co-authors

Christopher Ré

Matthias Nießner

Jimmy Lin

Leonidas Guibas

Yizhou Wang

Ning Xu

Wei Yang

Thomas Funkhouser

Hao Sun

Zongben Xu

Zhaowen Wang

Amortized Variational Deep Q Network

Recurrent Inference in Text Editing

Analyzing Who and What Appears in a Decade of US Cable TV News

Vid2Player: Controllable Video Sprites that Behave and Appear like Professional Tennis Players

IA-MOT: Instance-Aware Multi-Object Tracking with Motion Consistency

Learning to be Global Optimizer

On Hyper-parameter Tuning for Stochastic Optimization Algorithms

Adaptive Structural Hyper-Parameter Configuration by Q-Learning

Eye in the Sky: Drone-Based Object Tracking and 3D Localization

GetNet: Get Target Area for Image Pairing

Rekall: Specifying Video Events using Compositions of Spatiotemporal Labels

An Internal Learning Approach to Video Inpainting

Simple Applications of BERT for Ad Hoc Document Retrieval

TextureNet: Consistent Local Parametrizations for Learning from High-Resolution Signals on Meshes

Exploit the Connectivity: Multi-Object Tracking with TrackletNet

Evaluating Sentence-Level Relevance Feedback for High-Recall Information Retrieval

Exploring the Effectiveness of Convolutional Neural Networks for Answer Selection in End-to-End Question Answering

Integrating Lexical and Temporal Signals in Neural Ranking Models for Searching Social Media Streams