Hao Li

verfied profile

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University of Maryland ∙ Zhejiang University ∙ Shanghai Jiao Tong University ∙ Tencent ∙ Anhui USTC iFLYTEK Co ∙ NetEase, Inc

CEO/Co-Founder of Pinscreen, Computer Science Professor at USC, Director at the USC Institute for Creative Technologies

Featured Co-authors

Yang Liu
293 publications
Wei Zhang
153 publications
Wei Chen
128 publications
Hao Wang
121 publications
Yang Wang
118 publications
Qi Tian
112 publications
Yue Zhang
93 publications
Jun Li
89 publications
Fei Wang
86 publications
Chi Zhang
77 publications
C. -C. Jay Kuo
73 publications

Modular End-to-end Automatic Speech Recognition Framework for Acoustic-to-word Model

End-to-end (E2E) systems have played a more and more important role in a...
07/31/2020 ∙ by Qi Liu, et al. ∙ 0 ∙ share

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Monocular Real-Time Volumetric Performance Capture

We present the first approach to volumetric performance capture and nove...
07/28/2020 ∙ by Ruilong Li, et al. ∙ 3 ∙ share

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Posterior Consistency of Semi-Supervised Regression on Graphs

Graph-based semi-supervised regression (SSR) is the problem of estimatin...
07/25/2020 ∙ by Andrea L. Bertozzi, et al. ∙ 4 ∙ share

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Efficient Graph-Based Active Learning with Probit Likelihood via Gaussian Approximations

We present a novel adaptation of active learning to graph-based semi-sup...
07/21/2020 ∙ by Kevin Miller, et al. ∙ 2 ∙ share

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Revisiting the Continuity of Rotation Representations in Neural Networks

In this paper, we provide some careful analysis of certain pathological ...
06/11/2020 ∙ by Sitao Xiang, et al. ∙ 0 ∙ share

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Why is Attention Not So Attentive?

Attention-based methods have played an important role in model interpret...
06/10/2020 ∙ by Bing Bai, et al. ∙ 30 ∙ share

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Fully Convolutional Mesh Autoencoder using Efficient Spatially Varying Kernels

Learning latent representations of registered meshes is useful for many ...
06/08/2020 ∙ by Yi Zhou, et al. ∙ 20 ∙ share

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Generative Tweening: Long-term Inbetweening of 3D Human Motions

The ability to generate complex and realistic human body animations at s...
05/18/2020 ∙ by Yi Zhou, et al. ∙ 3 ∙ share

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One-Shot Identity-Preserving Portrait Reenactment

We present a deep learning-based framework for portrait reenactment from...
04/26/2020 ∙ by Sitao Xiang, et al. ∙ 19 ∙ share

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Multi-Domain Learning and Identity Mining for Vehicle Re-Identification

This paper introduces our solution for the Track2 in AI City Challenge 2...
04/22/2020 ∙ by Shuting He, et al. ∙ 1 ∙ share

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Lightweight Mask R-CNN for Long-Range Wireless Power Transfer Systems

Resonant Beam Charging (RBC) is a wireless charging technology which sup...
04/19/2020 ∙ by Hao Li, et al. ∙ 13 ∙ share

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Intuitive, Interactive Beard and Hair Synthesis with Generative Models

We present an interactive approach to synthesizing realistic variations ...
04/15/2020 ∙ by Kyle Olszewski, et al. ∙ 21 ∙ share

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ARCH: Animatable Reconstruction of Clothed Humans

In this paper, we propose ARCH (Animatable Reconstruction of Clothed Hum...
04/08/2020 ∙ by Zeng Huang, et al. ∙ 5 ∙ share

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CSRN: Collaborative Sequential Recommendation Networks for News Retrieval

Nowadays, news apps have taken over the popularity of paper-based media,...
04/07/2020 ∙ by Bing Bai, et al. ∙ 7 ∙ share

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Attribute Mix: Semantic Data Augmentation for Fine Grained Recognition

Collecting fine-grained labels usually requires expert-level domain know...
04/06/2020 ∙ by Hao Li, et al. ∙ 2 ∙ share

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Learning Formation of Physically-Based Face Attributes

Based on a combined data set of 4000 high resolution facial scans, we in...
04/02/2020 ∙ by Ruilong Li, et al. ∙ 8 ∙ share

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Objects detection for remote sensing images based on polar coordinates

Oriented and horizontal bounding box are two typical output forms in the...
01/09/2020 ∙ by Lin Zhou, et al. ∙ 26 ∙ share

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Oriented Objects as pairs of Middle Lines

The detection of oriented objects is frequently appeared in the field of...
12/23/2019 ∙ by Haoran Wei, et al. ∙ 2 ∙ share

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So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones Classification

Access to labeled reference data is one of the grand challenges in super...
12/19/2019 ∙ by Xiao Xiang Zhu, et al. ∙ 0 ∙ share

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Hierarchically Robust Representation Learning

With the tremendous success of deep learning in visual tasks, the repres...
11/11/2019 ∙ by Qi Qian, et al. ∙ 54 ∙ share

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Learning to Infer Implicit Surfaces without 3D Supervision

Recent advances in 3D deep learning have shown that it is possible to tr...
11/02/2019 ∙ by Shichen Liu, et al. ∙ 12 ∙ share

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Reciprocal Collision Avoidance for General Nonlinear Agents using Reinforcement Learning

Finding feasible and collision-free paths for multiple nonlinear agents ...
10/24/2019 ∙ by Hao Li, et al. ∙ 0 ∙ share

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Learning Explicit and Implicit Structures for Targeted Sentiment Analysis

Targeted sentiment analysis is the task of jointly predicting target ent...
09/17/2019 ∙ by Hao Li, et al. ∙ 0 ∙ share

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SoftTriple Loss: Deep Metric Learning Without Triplet Sampling

Distance metric learning (DML) is to learn the embeddings where examples...
09/11/2019 ∙ by Qi Qian, et al. ∙ 16 ∙ share

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Improved Techniques for Training Adaptive Deep Networks

Adaptive inference is a promising technique to improve the computational...
08/17/2019 ∙ by Hao Li, et al. ∙ 5 ∙ share

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Reinforced Dynamic Reasoning for Conversational Question Generation

This paper investigates a new task named Conversational Question Generat...
07/29/2019 ∙ by Boyuan Pan, et al. ∙ 4 ∙ share

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DR Loss: Improving Object Detection by Distributional Ranking

Most of object detection algorithms can be categorized into two classes:...
07/23/2019 ∙ by Qi Qian, et al. ∙ 1 ∙ share

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MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models

Machine Comprehension (MC) is one of the core problems in natural langua...
07/23/2019 ∙ by Boyuan Pan, et al. ∙ 0 ∙ share

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HPILN: A feature learning framework for cross-modality person re-identification

Most video surveillance systems use both RGB and infrared cameras, makin...
06/07/2019 ∙ by Jian-Wu Lin, et al. ∙ 4 ∙ share

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Robust Gaussian Process Regression for Real-Time High Precision GPS Signal Enhancement

Satellite-based positioning system such as GPS often suffers from large ...
06/03/2019 ∙ by Ming Lin, et al. ∙ 5 ∙ share

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Disentangling Style and Content in Anime Illustrations

Existing methods for AI-generated artworks still struggle with generatin...
05/26/2019 ∙ by Sitao Xiang, et al. ∙ 7 ∙ share

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Learning Perspective Undistortion of Portraits

Near-range portrait photographs often contain perspective distortion art...
05/18/2019 ∙ by Yajie Zhao, et al. ∙ 12 ∙ share

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PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization

We introduce Pixel-aligned Implicit Function (PIFu), a highly effective ...
05/13/2019 ∙ by Shunsuke Saito, et al. ∙ 23 ∙ share

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Semi-Supervised First-Person Activity Recognition in Body-Worn Video

Body-worn cameras are now commonly used for logging daily life, sports, ...
04/19/2019 ∙ by Honglin Chen, et al. ∙ 14 ∙ share

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Transformable Bottleneck Networks

We propose a novel approach to performing fine-grained 3D manipulation o...
04/13/2019 ∙ by Kyle Olszewski, et al. ∙ 10 ∙ share

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Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning

Rendering bridges the gap between 2D vision and 3D scenes by simulating ...
04/03/2019 ∙ by Shichen Liu, et al. ∙ 22 ∙ share

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Probability Map Guided Bi-directional Recurrent UNet for Pancreas Segmentation

Pancreatic cancer is one of the most lethal cancers as incidence approxi...
03/03/2019 ∙ by Jun Li, et al. ∙ 6 ∙ share

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Pancreas Segmentation via Spatial Context based U-net and Bidirectional LSTM

Pancreas is characterized by small size and irregular shape, so achievin...
03/03/2019 ∙ by Hao Li, et al. ∙ 4 ∙ share

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Experimental Twin-Field Quantum Key Distribution Through Sending-or-Not-Sending

Channel loss seems to be the most severe limitation to the application l...
02/17/2019 ∙ by Yang Liu, et al. ∙ 0 ∙ share

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Soft Rasterizer: Differentiable Rendering for Unsupervised Single-View Mesh Reconstruction

Rendering is the process of generating 2D images from 3D assets, simulat...
01/17/2019 ∙ by Shichen Liu, et al. ∙ 0 ∙ share

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SiCloPe: Silhouette-Based Clothed People

We introduce a new silhouette-based representation for modeling clothed ...
12/31/2018 ∙ by Ryota Natsume, et al. ∙ 68 ∙ share

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On the Continuity of Rotation Representations in Neural Networks

In neural networks, it is often desirable to work with various represent...
12/17/2018 ∙ by Yi Zhou, et al. ∙ 10 ∙ share

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Deep RBFNet: Point Cloud Feature Learning using Radial Basis Functions

Three-dimensional object recognition has recently achieved great progres...
12/11/2018 ∙ by Weikai Chen, et al. ∙ 14 ∙ share

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Multivariate Spatiotemporal Hawkes Processes and Network Reconstruction

There is often latent network structure in spatial and temporal data and...
11/15/2018 ∙ by Baichuan Yuan, et al. ∙ 4 ∙ share

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Spelling Error Correction Using a Nested RNN Model and Pseudo Training Data

We propose a nested recurrent neural network (nested RNN) model for Engl...
11/01/2018 ∙ by Hao Li, et al. ∙ 0 ∙ share

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Multi-Channel Auto-Encoder for Speech Emotion Recognition

Inferring emotion status from users' queries plays an important role to ...
10/25/2018 ∙ by Zefang Zong, et al. ∙ 0 ∙ share

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Topology optimization of micro-structured materials featured with the specific mechanical properties

Micro-structured materials consisting of an array of microstructures are...
08/27/2018 ∙ by Jie Gao, et al. ∙ 0 ∙ share

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EMPHASIS: An Emotional Phoneme-based Acoustic Model for Speech Synthesis System

We present EMPHASIS, an emotional phoneme-based acoustic model for speec...
06/25/2018 ∙ by Hao Li, et al. ∙ 0 ∙ share

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HairNet: Single-View Hair Reconstruction using Convolutional Neural Networks

We introduce a deep learning-based method to generate full 3D hair geome...
06/19/2018 ∙ by Yi Zhou, et al. ∙ 0 ∙ share

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Single-View Hair Reconstruction using Convolutional Neural Networks

We introduce a deep learning-based method to generate full 3D hair geome...
06/19/2018 ∙ by Yi Zhou, et al. ∙ 0 ∙ share

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