b'Yu Liu'

research

∙ 04/03/2023

Temporal Enhanced Training of Multi-view 3D Object Detector via Historical Object Prediction

In this paper, we propose a new paradigm, named Historical Object Predic...

0 Zhuofan Zong, et al. ∙

research

∙ 04/02/2023

Experimentation Platforms Meet Reinforcement Learning: Bayesian Sequential Decision-Making for Continuous Monitoring

With the growing needs of online A/B testing to support the innovation i...

0 Runzhe Wan, et al. ∙

research

∙ 03/29/2023

TaskMatrix.AI: Completing Tasks by Connecting Foundation Models with Millions of APIs

Artificial Intelligence (AI) has made incredible progress recently. On t...

0 Yaobo Liang, et al. ∙

research

∙ 03/22/2023

End-to-End Personalized Next Location Recommendation via Contrastive User Preference Modeling

Predicting the next location is a highly valuable and common need in man...

0 Yan Luo, et al. ∙

research

∙ 03/13/2023

Deep Learning-based Eye-Tracking Analysis for Diagnosis of Alzheimer's Disease Using 3D Comprehensive Visual Stimuli

Alzheimer's Disease (AD) causes a continuous decline in memory, thinking...

0 Fangyu Zuo, et al. ∙

research

∙ 03/09/2023

Presentation Attack Detection with Advanced CNN Models for Noncontact-based Fingerprint Systems

Touch-based fingerprint biometrics is one of the most popular biometric ...

0 Sandip Purnapatra, et al. ∙

research

∙ 03/09/2023

Cones: Concept Neurons in Diffusion Models for Customized Generation

Human brains respond to semantic features of presented stimuli with diff...

0 Zhiheng Liu, et al. ∙

research

∙ 02/25/2023

Knowledge-infused Contrastive Learning for Urban Imagery-based Socioeconomic Prediction

Monitoring sustainable development goals requires accurate and timely so...

0 Yu Liu, et al. ∙

research

∙ 02/24/2023

Deep Learning for Video-Text Retrieval: a Review

Video-Text Retrieval (VTR) aims to search for the most relevant video re...

0 Cunjuan Zhu, et al. ∙

research

∙ 02/20/2023

Composer: Creative and Controllable Image Synthesis with Composable Conditions

Recent large-scale generative models learned on big data are capable of ...

0 Lianghua Huang, et al. ∙

research

∙ 02/13/2023

Render-and-Compare: Cross-View 6 DoF Localization from Noisy Prior

Despite the significant progress in 6-DoF visual localization, researche...

0 Shen Yan, et al. ∙

research

∙ 02/11/2023

Dimension Reduction and MARS

The multivariate adaptive regression spline (MARS) is one of the popular...

0 Degui Li, et al. ∙

research

∙ 01/06/2023

Centralized Cooperative Exploration Policy for Continuous Control Tasks

The deep reinforcement learning (DRL) algorithm works brilliantly on sol...

0 Chao Li, et al. ∙

research

∙ 01/02/2023

Urban Visual Intelligence: Studying Cities with AI and Street-level Imagery

The visual dimension of cities has been a fundamental subject in urban s...

0 Fan Zhanga, et al. ∙

research

∙ 12/28/2022

Optimizing Replacement Policies for Content Delivery Network Caching: Beyond Belady to Attain A Seemingly Unattainable Byte Miss Ratio

When facing objects/files of differing sizes in content delivery network...

0 Peng Wang, et al. ∙

research

∙ 12/17/2022

Hyperbolic Hierarchical Contrastive Hashing

Hierarchical semantic structures, naturally existing in real-world datas...

0 Rukai Wei, et al. ∙

research

∙ 11/29/2022

Dimensionality-Varying Diffusion Process

Diffusion models, which learn to reverse a signal destruction process to...

0 Han Zhang, et al. ∙

research

∙ 11/23/2022

Consistency of The Oblique Decision Tree and Its Random Forest

The classification and regression tree (CART) and Random Forest (RF) are...

0 Haoran Zhan, et al. ∙

research

∙ 11/22/2022

DETRs with Collaborative Hybrid Assignments Training

In this paper, we provide the observation that too few queries assigned ...

0 Zhuofan Zong, et al. ∙

research

∙ 11/22/2022

Unsupervised Domain Adaptation GAN Inversion for Image Editing

Existing GAN inversion methods work brilliantly for high-quality image r...

0 Siyu Xing, et al. ∙

research

∙ 11/19/2022

Real-World Image Super Resolution via Unsupervised Bi-directional Cycle Domain Transfer Learning based Generative Adversarial Network

Deep Convolutional Neural Networks (DCNNs) have exhibited impressive per...

0 Xiang Wang, et al. ∙

research

∙ 11/18/2022

Semantic Encoder Guided Generative Adversarial Face Ultra-Resolution Network

Face super-resolution is a domain-specific image super-resolution, which...

0 Xiang Wang, et al. ∙

research

∙ 11/03/2022

PolyBuilding: Polygon Transformer for End-to-End Building Extraction

We present PolyBuilding, a fully end-to-end polygon Transformer for buil...

0 Yuan Hu, et al. ∙

research

∙ 10/20/2022

Large-batch Optimization for Dense Visual Predictions

Training a large-scale deep neural network in a large-scale dataset is c...

0 Zeyue Xue, et al. ∙

research

∙ 10/17/2022

Unsupervised Object-Centric Learning with Bi-Level Optimized Query Slot Attention

The ability to decompose complex natural scenes into meaningful object-c...

13 Baoxiong Jia, et al. ∙

research

∙ 10/16/2022

DiffGAR: Model-Agnostic Restoration from Generative Artifacts Using Image-to-Image Diffusion Models

Recent generative models show impressive results in photo-realistic imag...

0 Yueqin Yin, et al. ∙

research

∙ 09/24/2022

Accelerating Reinforcement Learning for Autonomous Driving using Task-Agnostic and Ego-Centric Motion Skills

Efficient and effective exploration in continuous space is a central pro...

0 Tong Zhou, et al. ∙

research

∙ 09/13/2022

Inline Tests

Unit tests are widely used to check source code quality, but they can be...

0 Yu Liu, et al. ∙

research

∙ 08/29/2022

Towards Robust Face Recognition with Comprehensive Search

Data cleaning, architecture, and loss function design are important fact...

0 Manyuan Zhang, et al. ∙

research

∙ 08/18/2022

Single-Stage Open-world Instance Segmentation with Cross-task Consistency Regularization

Open-world instance segmentation (OWIS) aims to segment class-agnostic i...

8 Xizhe Xue, et al. ∙

research

∙ 08/18/2022

Unifying Visual Perception by Dispersible Points Learning

We present a conceptually simple, flexible, and universal visual percept...

0 Jianming Liang, et al. ∙

research

∙ 08/14/2022

Reduced Implication-bias Logic Loss for Neuro-Symbolic Learning

Integrating logical reasoning and machine learning by approximating logi...

0 Haoyuan He, et al. ∙

research

∙ 08/08/2022

Rethinking Robust Representation Learning Under Fine-grained Noisy Faces

Learning robust feature representation from large-scale noisy faces stan...

0 Bingqi Ma, et al. ∙

research

∙ 07/28/2022

Safety-Enhanced Autonomous Driving Using Interpretable Sensor Fusion Transformer

Large-scale deployment of autonomous vehicles has been continually delay...

0 Hao Shao, et al. ∙

research

∙ 07/06/2022

MetroGAN: Simulating Urban Morphology with Generative Adversarial Network

Simulating urban morphology with location attributes is a challenging ta...

0 Weiyu Zhang, et al. ∙

research

∙ 06/27/2022

DeStripe: A Self2Self Spatio-Spectral Graph Neural Network with Unfolded Hessian for Stripe Artifact Removal in Light-sheet Microscopy

Light-sheet fluorescence microscopy (LSFM) is a cutting-edge volumetric ...

0 Yu Liu, et al. ∙

research

∙ 06/19/2022

A generalized regionalization framework for geographical modelling and its application in spatial regression

In presence of spatial heterogeneity, models applied to geographic data ...

0 Hao Guo, et al. ∙

research

∙ 06/15/2022

Nebula Graph: An open source distributed graph database

This paper introduces the recent work of Nebula Graph, an open-source, d...

0 Min Wu, et al. ∙

research

∙ 05/28/2022

Enhancing Quality of Pose-varied Face Restoration with Local Weak Feature Sensing and GAN Prior

Facial semantic guidance (facial landmarks, facial parsing maps, facial ...

0 Kai Hu, et al. ∙

research

∙ 05/20/2022

Deep Learning-based Inertial Odometry for Pedestrian Tracking using Attention Mechanism and Res2Net Module

Pedestrian dead reckoning is a challenging task due to the low-cost iner...

0 Boxuan Chen, et al. ∙

research

∙ 05/17/2022

HoVer-Trans: Anatomy-aware HoVer-Transformer for ROI-free Breast Cancer Diagnosis in Ultrasound Images

Ultrasonography is an important routine examination for breast cancer di...

0 Yuhao Mo, et al. ∙

research

∙ 05/09/2022

A Novel Generative Convolutional Neural Network for Robot Grasp Detection on Gaussian Guidance

The vision-based grasp detection method is an important research directi...

0 Yuanhao Li, et al. ∙

research

∙ 05/04/2022

A deep domain decomposition method based on Fourier features

In this paper we present a Fourier feature based deep domain decompositi...

0 Sen Li, et al. ∙

research

∙ 04/30/2022

HDGT: Heterogeneous Driving Graph Transformer for Multi-Agent Trajectory Prediction via Scene Encoding

One essential task for autonomous driving is to encode the information o...

0 Xiaosong Jia, et al. ∙

research

∙ 03/23/2022

Privacy-Preserving Personalized Fitness Recommender System (P3FitRec): A Multi-level Deep Learning Approach

Recommender systems have been successfully used in many domains with the...

0 Xiao Liu, et al. ∙

research

∙ 03/11/2022

Dual-Domain Reconstruction Networks with V-Net and K-Net for fast MRI

Purpose: To introduce a dual-domain reconstruction network with V-Net an...

0 Xiaohan Liu, et al. ∙

research

∙ 01/24/2022

UniFormer: Unifying Convolution and Self-attention for Visual Recognition

It is a challenging task to learn discriminative representation from ima...

7 Kunchang Li, et al. ∙

research

∙ 01/12/2022

Uniformer: Unified Transformer for Efficient Spatiotemporal Representation Learning

It is a challenging task to learn rich and multi-scale spatiotemporal se...

14 Kunchang Li, et al. ∙

research

∙ 01/03/2022

Swift and Sure: Hardness-aware Contrastive Learning for Low-dimensional Knowledge Graph Embeddings

Knowledge graph embedding (KGE) has drawn great attention due to its pot...

0 Kai Wang, et al. ∙

research

∙ 12/22/2021

Ghost-dil-NetVLAD: A Lightweight Neural Network for Visual Place Recognition

Visual place recognition (VPR) is a challenging task with the unbalance ...

0 Qingyuan Gong, et al. ∙

Yu Liu

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