b'Guan Huang'

research

∙ 09/18/2023

DriveDreamer: Towards Real-world-driven World Models for Autonomous Driving

World models, especially in autonomous driving, are trending and drawing...

0 Xiaofeng Wang, et al. ∙

research

∙ 03/20/2023

Deep trip generation with graph neural networks for bike sharing system expansion

Bike sharing is emerging globally as an active, convenient, and sustaina...

0 Yuebing Liang, et al. ∙

research

∙ 01/01/2023

Detachable Novel Views Synthesis of Dynamic Scenes Using Distribution-Driven Neural Radiance Fields

Representing and synthesizing novel views in real-world dynamic scenes f...

0 Boyu Zhang, et al. ∙

research

∙ 12/17/2022

Are We Ready for Vision-Centric Driving Streaming Perception? The ASAP Benchmark

In recent years, vision-centric perception has flourished in various aut...

0 Xiaofeng Wang, et al. ∙

research

∙ 11/30/2022

BEVPoolv2: A Cutting-edge Implementation of BEVDet Toward Deployment

We release a new codebase version of the BEVDet, dubbed branch dev2.0. W...

0 Junjie Huang, et al. ∙

research

∙ 11/16/2022

Cross-Mode Knowledge Adaptation for Bike Sharing Demand Prediction using Domain-Adversarial Graph Neural Networks

For bike sharing systems, demand prediction is crucial to ensure the tim...

0 Yuebing Liang, et al. ∙

research

∙ 10/31/2022

Hybrid CNN -Interpreter: Interpret local and global contexts for CNN-based Models

Convolutional neural network (CNN) models have seen advanced improvement...

0 Wenli Yang, et al. ∙

research

∙ 08/22/2022

A Simple Baseline for Multi-Camera 3D Object Detection

3D object detection with surrounding cameras has been a promising direct...

0 Yunpeng Zhang, et al. ∙

research

∙ 08/19/2022

Crafting Monocular Cues and Velocity Guidance for Self-Supervised Multi-Frame Depth Learning

Self-supervised monocular methods can efficiently learn depth informatio...

0 Xiaofeng Wang, et al. ∙

research

∙ 08/06/2022

MonoViT: Self-Supervised Monocular Depth Estimation with a Vision Transformer

Self-supervised monocular depth estimation is an attractive solution tha...

31 Chaoqiang Zhao, et al. ∙

research

∙ 07/06/2022

A Comprehensive Review on Deep Supervision: Theories and Applications

Deep supervision, or known as 'intermediate supervision' or 'auxiliary s...

0 Renjie Li, et al. ∙

research

∙ 05/19/2022

BEVerse: Unified Perception and Prediction in Birds-Eye-View for Vision-Centric Autonomous Driving

In this paper, we present BEVerse, a unified framework for 3D perception...

0 Yunpeng Zhang, et al. ∙

research

∙ 05/05/2022

Gait Recognition in the Wild: A Benchmark

Gait benchmarks empower the research community to train and evaluate hig...

0 Zheng Zhu, et al. ∙

research

∙ 04/21/2022

WebFace260M: A Benchmark for Million-Scale Deep Face Recognition

Face benchmarks empower the research community to train and evaluate hig...

0 Zheng Zhu, et al. ∙

research

∙ 04/15/2022

MVSTER: Epipolar Transformer for Efficient Multi-View Stereo

Learning-based Multi-View Stereo (MVS) methods warp source images into t...

6 Xiaofeng Wang, et al. ∙

research

∙ 04/11/2022

HFT: Lifting Perspective Representations via Hybrid Feature Transformation

Autonomous driving requires accurate and detailed Bird's Eye View (BEV) ...

0 Jiayu Zou, et al. ∙

research

∙ 04/07/2022

SurroundDepth: Entangling Surrounding Views for Self-Supervised Multi-Camera Depth Estimation

Depth estimation from images serves as the fundamental step of 3D percep...

1 Yi Wei, et al. ∙

research

∙ 03/31/2022

BEVDet4D: Exploit Temporal Cues in Multi-camera 3D Object Detection

Single frame data contains finite information which limits the performan...

0 Junjie Huang, et al. ∙

research

∙ 03/18/2022

Bike Sharing Demand Prediction based on Knowledge Sharing across Modes: A Graph-based Deep Learning Approach

Bike sharing is an increasingly popular part of urban transportation sys...

0 Yuebing Liang, et al. ∙

research

∙ 03/03/2022

CAFE: Learning to Condense Dataset by Aligning Features

Dataset condensation aims at reducing the network training effort throug...

23 Kai Wang, et al. ∙

research

∙ 12/22/2021

BEVDet: High-performance Multi-camera 3D Object Detection in Bird-Eye-View

Autonomous driving perceives the surrounding environment for decision ma...

0 Junjie Huang, et al. ∙

research

∙ 12/15/2021

Joint Demand Prediction for Multimodal Systems: A Multi-task Multi-relational Spatiotemporal Graph Neural Network Approach

Dynamic demand prediction is crucial for the efficient operation and man...

0 Yuebing Liang, et al. ∙

research

∙ 12/02/2021

DenseCLIP: Language-Guided Dense Prediction with Context-Aware Prompting

Recent progress has shown that large-scale pre-training using contrastiv...

0 Yongming Rao, et al. ∙

research

∙ 10/27/2021

Hand gesture detection in tests performed by older adults

Our team are developing a new online test that analyses hand movement fe...

0 Guan Huang, et al. ∙

research

∙ 09/10/2021

Face-NMS: A Core-set Selection Approach for Efficient Face Recognition

Recently, face recognition in the wild has achieved remarkable success a...

0 Yunze Chen, et al. ∙

research

∙ 08/16/2021

Masked Face Recognition Challenge: The WebFace260M Track Report

According to WHO statistics, there are more than 204,617,027 confirmed C...

0 Zheng Zhu, et al. ∙

research

∙ 06/07/2021

Pre-trained Language Model for Web-scale Retrieval in Baidu Search

Retrieval is a crucial stage in web search that identifies a small set o...

0 Yiding Liu, et al. ∙

research

∙ 04/06/2021

SIMPLE: SIngle-network with Mimicking and Point Learning for Bottom-up Human Pose Estimation

The practical application requests both accuracy and efficiency on multi...

0 Jiabin Zhang, et al. ∙

research

∙ 03/24/2021

Structure-Aware Face Clustering on a Large-Scale Graph with 10^7 Nodes

Face clustering is a promising method for annotating unlabeled face imag...

0 Shuai Shen, et al. ∙

research

∙ 03/06/2021

WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition

In this paper, we contribute a new million-scale face benchmark containi...

0 Zheng Zhu, et al. ∙

research

∙ 08/17/2020

How to Train Your Robust Human Pose Estimator: Pay Attention to the Constraint Cue

Both appearance cue and constraint cue are important in human pose estim...

4 Junjie Huang, et al. ∙

research

∙ 11/18/2019

The Devil is in the Details: Delving into Unbiased Data Processing for Human Pose Estimation

Recently, the leading performance of human pose estimation is dominated ...

0 Junjie Huang, et al. ∙

research

∙ 10/14/2019

Multi-Stage HRNet: Multiple Stage High-Resolution Network for Human Pose Estimation

Human pose estimation are of importance for visual understanding tasks s...

0 Junjie Huang, et al. ∙

research

∙ 08/26/2019

High Performance Visual Object Tracking with Unified Convolutional Networks

Convolutional neural networks (CNN) based tracking approaches have shown...

8 Zheng Zhu, et al. ∙

research

∙ 08/20/2019

Consistent Scale Normalization for Object Recognition

Scale variation remains a challenge problem for object detection. Common...

0 Zewen He, et al. ∙

research

∙ 08/15/2019

FastPose: Towards Real-time Pose Estimation and Tracking via Scale-normalized Multi-task Networks

Both accuracy and efficiency are significant for pose estimation and tra...

0 Jiabin Zhang, et al. ∙

research

∙ 06/04/2019

State-aware Re-identification Feature for Multi-target Multi-camera Tracking

Multi-target Multi-camera Tracking (MTMCT) aims to extract the trajector...

0 Peng Li, et al. ∙

research

∙ 06/04/2019

Exploiting Offset-guided Network for Pose Estimation and Tracking

Human pose estimation has witnessed a significant advance thanks to the ...

2 Rui Zhang, et al. ∙

research

∙ 12/29/2018

EANet: Enhancing Alignment for Cross-Domain Person Re-identification

Person re-identification (ReID) has achieved significant improvement und...

10 Houjing Huang, et al. ∙

research

∙ 12/14/2018

Action Machine: Rethinking Action Recognition in Trimmed Videos

Existing methods in video action recognition mostly do not distinguish h...

26 Jiagang Zhu, et al. ∙

research

∙ 12/10/2018

Attention-guided Unified Network for Panoptic Segmentation

This paper studies panoptic segmentation, a recently proposed task which...

0 Yanwei Li, et al. ∙

research

∙ 10/05/2018

An Edge-Computing Based Architecture for Mobile Augmented Reality

In order to mitigate the long processing delay and high energy consumpti...

0 Jinke Ren, et al. ∙

research

∙ 04/21/2018

Entire Space Multi-Task Model: An Effective Approach for Estimating Post-Click Conversion Rate

Estimating post-click conversion rate (CVR) accurately is crucial for ra...

0 Xiao Ma, et al. ∙

research

∙ 11/10/2017

UCT: Learning Unified Convolutional Networks for Real-time Visual Tracking

Convolutional neural networks (CNN) based tracking approaches have shown...

0 Zheng Zhu, et al. ∙

research

∙ 07/30/2015

Tag-Weighted Topic Model For Large-scale Semi-Structured Documents

To date, there have been massive Semi-Structured Documents (SSDs) during...

0 Shuangyin Li, et al. ∙

Guan Huang

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