Hao Li

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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
320 publications
Wei Zhang
175 publications
Liang Lin
148 publications
Wei Chen
141 publications
Xiaogang Wang
133 publications
Hao Wang
129 publications
Yang Wang
125 publications
Xin Li
121 publications
Qi Tian
115 publications
Yue Zhang
100 publications
Fei Wang
95 publications

Auto Seg-Loss: Searching Metric Surrogates for Semantic Segmentation

We propose a general framework for searching surrogate losses for mainst...
10/15/2020 ∙ by Hao Li, et al. ∙ 10 ∙ share

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Domain Agnostic Learning for Unbiased Authentication

Authentication is the task of confirming the matching relationship betwe...
10/11/2020 ∙ by Jian Liang, et al. ∙ 6 ∙ share

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Position-Aware Tagging for Aspect Sentiment Triplet Extraction

Aspect Sentiment Triplet Extraction (ASTE) is the task of extracting the...
10/06/2020 ∙ by Lu Xu, et al. ∙ 0 ∙ share

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Dynamic Facial Asset and Rig Generation from a Single Scan

The creation of high-fidelity computer-generated (CG) characters used in...
10/01/2020 ∙ by Jiaman Li, et al. ∙ 5 ∙ share

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Efficient Kernel Transfer in Knowledge Distillation

Knowledge distillation is an effective way for model compression in deep...
09/30/2020 ∙ by Qi Qian, et al. ∙ 77 ∙ share

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AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results

This paper introduces the real image Super-Resolution (SR) challenge tha...
09/25/2020 ∙ by Pengxu Wei, et al. ∙ 7 ∙ share

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Semi-Anchored Detector for One-Stage Object Detection

A standard one-stage detector is comprised of two tasks: classification ...
09/10/2020 ∙ by Lei Chen, et al. ∙ 5 ∙ share

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Hybrid Differentially Private Federated Learning on Vertically Partitioned Data

We present HDP-VFL, the first hybrid differentially private (DP) framewo...
09/06/2020 ∙ by Chang Wang, et al. ∙ 1 ∙ share

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A Federated Multi-View Deep Learning Framework for Privacy-Preserving Recommendations

Privacy-preserving recommendations are recently gaining momentum, since ...
08/25/2020 ∙ by Mingkai Huang, et al. ∙ 26 ∙ share

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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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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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