b'Hang Zhao'

CVC: Contrastive Learning for Non-parallel Voice Conversion

Cycle consistent generative adversarial network (CycleGAN) and variation...
11/02/2020 ∙ by Tingle Li, et al. ∙ 0 ∙ share

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Unsupervised Monocular Depth Learning in Dynamic Scenes

We present a method for jointly training the estimation of depth, ego-mo...
10/30/2020 ∙ by Hanhan Li, et al. ∙ 5 ∙ share

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CLOUD: Contrastive Learning of Unsupervised Dynamics

Developing agents that can perform complex control tasks from high dimen...
10/23/2020 ∙ by Jianren Wang, et al. ∙ 4 ∙ share

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LID 2020: The Learning from Imperfect Data Challenge Results

Learning from imperfect data becomes an issue in many industrial applica...
10/17/2020 ∙ by Yunchao Wei, et al. ∙ 4 ∙ share

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SEMI: Self-supervised Exploration via Multisensory Incongruity

Efficient exploration is a long-standing problem in reinforcement learni...
09/26/2020 ∙ by Jianren Wang, et al. ∙ 12 ∙ share

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ServiceNet: A P2P Service Network

Given a large number of online services on the Internet, from time to ti...
09/04/2020 ∙ by Ji Liu, et al. ∙ 0 ∙ share

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Multivariate Time-series Anomaly Detection via Graph Attention Network

Anomaly detection on multivariate time-series is of great importance in ...
09/04/2020 ∙ by Hang Zhao, et al. ∙ 43 ∙ share

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TNT: Target-driveN Trajectory Prediction

Predicting the future behavior of moving agents is essential for real wo...
08/19/2020 ∙ by Hang Zhao, et al. ∙ 2 ∙ share

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Online 3D Bin Packing with Constrained Deep Reinforcement Learning

We solve a challenging yet practically useful variant of 3D Bin Packing ...
06/26/2020 ∙ by Hang Zhao, et al. ∙ 9 ∙ share

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A Data Streaming Process Framework for Autonomous Driving By Edge

In recent years, with the rapid development of sensing technology and th...
06/10/2020 ∙ by Hang Zhao, et al. ∙ 0 ∙ share

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VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation

Behavior prediction in dynamic, multi-agent systems is an important prob...
05/08/2020 ∙ by Jiyang Gao, et al. ∙ 10 ∙ share

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Music Gesture for Visual Sound Separation

Recent deep learning approaches have achieved impressive performance on ...
04/20/2020 ∙ by Chuang Gan, et al. ∙ 2 ∙ share

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AlignNet: A Unifying Approach to Audio-Visual Alignment

We present AlignNet, a model that synchronizes videos with reference aud...
02/12/2020 ∙ by Jianren Wang, et al. ∙ 4 ∙ share

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Neural network with data augmentation in multi-objective prediction of multi-stage pump

A multi-objective prediction method of multi-stage pump method based on ...
02/04/2020 ∙ by Hang Zhao, et al. ∙ 3 ∙ share

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Scalability in Perception for Autonomous Driving: Waymo Open Dataset

The research community has increasing interest in autonomous driving res...
12/10/2019 ∙ by Pei Sun, et al. ∙ 0 ∙ share

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Scalability in Perception for Autonomous Driving: An Open Dataset Benchmark

The research community has increasing interest in autonomous driving res...
12/10/2019 ∙ by Pei Sun, et al. ∙ 0 ∙ share

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Self-supervised Moving Vehicle Tracking with Stereo Sound

Humans are able to localize objects in the environment using both visual...
10/25/2019 ∙ by Chuang Gan, et al. ∙ 10 ∙ share

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Active Scene Understanding via Online Semantic Reconstruction

We propose a novel approach to robot-operated active understanding of un...
06/18/2019 ∙ by Lintao Zheng, et al. ∙ 6 ∙ share

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Self-Supervised Audio-Visual Co-Segmentation

Segmenting objects in images and separating sound sources in audio are c...
04/18/2019 ∙ by Andrew Rouditchenko, et al. ∙ 0 ∙ share

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The Sound of Motions

Sounds originate from object motions and vibrations of surrounding air. ...
04/11/2019 ∙ by Hang Zhao, et al. ∙ 0 ∙ share

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The Sound of Pixels

We introduce PixelPlayer, a system that, by leveraging large amounts of ...
04/09/2018 ∙ by Hang Zhao, et al. ∙ 0 ∙ share

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SLAC: A Sparsely Labeled Dataset for Action Classification and Localization

This paper describes a procedure for the creation of large-scale video d...
12/26/2017 ∙ by Hang Zhao, et al. ∙ 0 ∙ share

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Open Vocabulary Scene Parsing

Recognizing arbitrary objects in the wild has been a challenging problem...
03/26/2017 ∙ by Hang Zhao, et al. ∙ 0 ∙ share

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Semantic Understanding of Scenes through the ADE20K Dataset

Scene parsing, or recognizing and segmenting objects and stuff in an ima...
08/18/2016 ∙ by Bolei Zhou, et al. ∙ 0 ∙ share

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Loss Functions for Neural Networks for Image Processing

Neural networks are becoming central in several areas of computer vision...
11/28/2015 ∙ by Hang Zhao, et al. ∙ 0 ∙ share

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Hang Zhao

Featured Co-authors

Luc Van Gool

Yu Zhang

Yi Yang

Ting Liu

Li Zhang

Jan Kautz

Ji Liu

Joshua B. Tenenbaum

Antonio Torralba

Cordelia Schmid

Liwei Wang

CVC: Contrastive Learning for Non-parallel Voice Conversion

Unsupervised Monocular Depth Learning in Dynamic Scenes

CLOUD: Contrastive Learning of Unsupervised Dynamics

LID 2020: The Learning from Imperfect Data Challenge Results

SEMI: Self-supervised Exploration via Multisensory Incongruity

ServiceNet: A P2P Service Network

Multivariate Time-series Anomaly Detection via Graph Attention Network

TNT: Target-driveN Trajectory Prediction

Online 3D Bin Packing with Constrained Deep Reinforcement Learning

A Data Streaming Process Framework for Autonomous Driving By Edge

VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation

Music Gesture for Visual Sound Separation

AlignNet: A Unifying Approach to Audio-Visual Alignment

Neural network with data augmentation in multi-objective prediction of multi-stage pump

Scalability in Perception for Autonomous Driving: Waymo Open Dataset

Scalability in Perception for Autonomous Driving: An Open Dataset Benchmark

Self-supervised Moving Vehicle Tracking with Stereo Sound

Active Scene Understanding via Online Semantic Reconstruction

Self-Supervised Audio-Visual Co-Segmentation

The Sound of Motions

The Sound of Pixels

SLAC: A Sparsely Labeled Dataset for Action Classification and Localization

Open Vocabulary Scene Parsing

Semantic Understanding of Scenes through the ADE20K Dataset

Loss Functions for Neural Networks for Image Processing