Hao Li

verfied profile

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University of Maryland ∙ Zhejiang University ∙ Shanghai Jiao Tong University ∙ Tencent ∙ The Chinese University of Hong Kong ∙ 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
344 publications
Chunhua Shen
259 publications
Wei Zhang
205 publications
Wei Chen
177 publications
Jiashi Feng
162 publications
Hao Wang
160 publications
Liang Lin
159 publications
Yang Wang
149 publications
Xiaogang Wang
144 publications
Xin Li
142 publications
Qi Tian
133 publications

Spatiotemporal Entropy Model is All You Need for Learned Video Compression

The framework of dominant learned video compression methods is usually c...
04/13/2021 ∙ by Zhenhong Sun, et al. ∙ 21 ∙ share

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Augmented Transformer with Adaptive Graph for Temporal Action Proposal Generation

Temporal action proposal generation (TAPG) is a fundamental and challeng...
03/30/2021 ∙ by Shuning Chang, et al. ∙ 9 ∙ share

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Guided Training: A Simple Method for Single-channel Speaker Separation

Deep learning has shown a great potential for speech separation, especia...
03/26/2021 ∙ by Hao Li, et al. ∙ 0 ∙ share

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Equivariant Point Network for 3D Point Cloud Analysis

Features that are equivariant to a larger group of symmetries have been ...
03/25/2021 ∙ by Haiwei Chen, et al. ∙ 8 ∙ share

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AutoLoss-Zero: Searching Loss Functions from Scratch for Generic Tasks

Significant progress has been achieved in automating the design of vario...
03/25/2021 ∙ by Hao Li, et al. ∙ 13 ∙ share

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PlenOctrees for Real-time Rendering of Neural Radiance Fields

We introduce a method to render Neural Radiance Fields (NeRFs) in real t...
03/25/2021 ∙ by Alex Yu, et al. ∙ 4 ∙ share

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Instant-Teaching: An End-to-End Semi-Supervised Object Detection Framework

Supervised learning based object detection frameworks demand plenty of l...
03/21/2021 ∙ by Qiang Zhou, et al. ∙ 18 ∙ share

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Accuracy of spectral element method for wave, parabolic and Schrödinger equations

The spectral element method constructed by the Q^k (k≥ 2) continuous fin...
02/28/2021 ∙ by Hao Li, et al. ∙ 0 ∙ share

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TransReID: Transformer-based Object Re-Identification

In this paper, we explore the Vision Transformer (ViT), a pure transform...
02/08/2021 ∙ by Shuting He, et al. ∙ 28 ∙ share

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A linearized framework and a new benchmark for model selection for fine-tuning

Fine-tuning from a collection of models pre-trained on different domains...
01/29/2021 ∙ by Aditya Deshpande, et al. ∙ 21 ∙ share

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Robust Representation Learning with Feedback for Single Image Deraining

A deraining network may be interpreted as a condition generator. Image d...
01/29/2021 ∙ by Chenghao Chen, et al. ∙ 1 ∙ share

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Object Detection Made Simpler by Eliminating Heuristic NMS

We show a simple NMS-free, end-to-end object detection framework, of whi...
01/28/2021 ∙ by Qiang Zhou, et al. ∙ 13 ∙ share

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1st Place Solution to ECCV-TAO-2020: Detect and Represent Any Object for Tracking

We extend the classical tracking-by-detection paradigm to this tracking-...
01/20/2021 ∙ by Fei Du, et al. ∙ 11 ∙ share

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1st Place Solution to VisDA-2020: Bias Elimination for Domain Adaptive Pedestrian Re-identification

This paper presents our proposed methods for domain adaptive pedestrian ...
12/25/2020 ∙ by Jianyang Gu, et al. ∙ 3 ∙ share

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AsymptoticNG: A regularized natural gradient optimization algorithm with look-ahead strategy

Optimizers that further adjust the scale of gradient, such as Adam, Natu...
12/24/2020 ∙ by Zedong Tang, et al. ∙ 9 ∙ share

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Blurring Fools the Network – Adversarial Attacks by Feature Peak Suppression and Gaussian Blurring

Existing pixel-level adversarial attacks on neural networks may be defic...
12/21/2020 ∙ by Chenchen Zhao, et al. ∙ 11 ∙ share

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Amplifying the Anterior-Posterior Difference via Data Enhancement – A More Robust Deep Monocular Orientation Estimation Solution

Existing deep-learning based monocular orientation estimation algorithms...
12/21/2020 ∙ by Chenchen Zhao, et al. ∙ 5 ∙ share

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Exploiting Vulnerability of Pooling in Convolutional Neural Networks by Strict Layer-Output Manipulation for Adversarial Attacks

Convolutional neural networks (CNN) have been more and more applied in m...
12/21/2020 ∙ by Chenchen Zhao, et al. ∙ 14 ∙ share

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AU-Guided Unsupervised Domain Adaptive Facial Expression Recognition

The domain diversities including inconsistent annotation and varied imag...
12/18/2020 ∙ by Kai Wang, et al. ∙ 2 ∙ share

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An Event Correlation Filtering Method for Fake News Detection

Nowadays, social network platforms have been the prime source for people...
12/10/2020 ∙ by Hao Li, et al. ∙ 7 ∙ share

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SGD_Tucker: A Novel Stochastic Optimization Strategy for Parallel Sparse Tucker Decomposition

Sparse Tucker Decomposition (STD) algorithms learn a core tensor and a g...
12/07/2020 ∙ by Hao Li, et al. ∙ 0 ∙ share

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Hierarchical Semantic Aggregation for Contrastive Representation Learning

Self-supervised learning based on instance discrimination has shown rema...
12/04/2020 ∙ by Haohang Xu, et al. ∙ 3 ∙ share

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Heterogeneous Contrastive Learning: Encoding Spatial Information for Compact Visual Representations

Contrastive learning has achieved great success in self-supervised visua...
11/19/2020 ∙ by Xinyue Huo, et al. ∙ 5 ∙ share

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ULSD: Unified Line Segment Detection across Pinhole, Fisheye, and Spherical Cameras

Line segment detection is essential for high-level tasks in computer vis...
11/06/2020 ∙ by Hao Li, et al. ∙ 2 ∙ share

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Center-wise Local Image Mixture For Contrastive Representation Learning

Recent advances in unsupervised representation learning have experienced...
11/05/2020 ∙ by Hao Li, et al. ∙ 2 ∙ share

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Data Augmentation for End-to-end Code-switching Speech Recognition

Training a code-switching end-to-end automatic speech recognition (ASR) ...
11/04/2020 ∙ by Chenpeng Du, et al. ∙ 11 ∙ share

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DeviceTTS: A Small-Footprint, Fast, Stable Network for On-Device Text-to-Speech

With the number of smart devices increasing, the demand for on-device te...
10/29/2020 ∙ by Zhiying Huang, et al. ∙ 0 ∙ share

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Speakerfilter-Pro: an improved target speaker extractor combines the time domain and frequency domain

This paper introduces an improved target speaker extractor, referred to ...
10/25/2020 ∙ by Shulin He, et al. ∙ 10 ∙ share

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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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