b'Hao Li'

research

∙ 08/09/2022

SBPF: Sensitiveness Based Pruning Framework For Convolutional Neural Network On Image Classification

Pruning techniques are used comprehensively to compress convolutional ne...

Yiheng Lu, et al. ∙

research

∙ 08/02/2022

Implicit Semantic Augmentation for Distance Metric Learning in Domain Generalization

Domain generalization (DG) aims to learn a model on one or more differen...

Meng Wang, et al. ∙

research

∙ 07/28/2022

DnSwin: Toward Real-World Denoising via Continuous Wavelet Sliding-Transformer

Real-world image denoising is a practical image restoration problem that...

Hao Li, et al. ∙

research

∙ 07/26/2022

Criteria Comparative Learning for Real-scene Image Super-Resolution

Real-scene image super-resolution aims to restore real-world low-resolut...

Yukai Shi, et al. ∙

research

∙ 07/24/2022

Semi-supervised Deep Multi-view Stereo

Significant progress has been witnessed in learning-based Multi-view Ste...

Hongbin Xu, et al. ∙

research

∙ 07/19/2022

Large-Kernel Attention for 3D Medical Image Segmentation

Automatic segmentation of multiple organs and tumors from 3D medical ima...

Hao Li, et al. ∙

research

∙ 07/16/2022

Cross Vision-RF Gait Re-identification with Low-cost RGB-D Cameras and mmWave Radars

Human identification is a key requirement for many applications in every...

Dongjiang Cao, et al. ∙

research

∙ 07/12/2022

Dynamic Gradient Reactivation for Backward Compatible Person Re-identification

We study the backward compatible problem for person re-identification (R...

Xiao Pan, et al. ∙

research

∙ 07/04/2022

Location reference recognition from texts: A survey and comparison

A vast amount of location information exists in unstructured texts, such...

Xuke Hu, et al. ∙

research

∙ 06/23/2022

CGAR: Critic Guided Action Redistribution in Reinforcement Leaning

Training a game-playing reinforcement learning agent requires multiple i...

Tairan Huang, et al. ∙

research

∙ 06/10/2022

NSSIA: A New Self-Sovereign Identity Scheme with Accountability

Self-Sovereign Identity (SSI) is a new distributed method for identity m...

Qiuyun Lyu, et al. ∙

research

∙ 06/06/2022

Real-World Image Super-Resolution by Exclusionary Dual-Learning

Real-world image super-resolution is a practical image restoration probl...

Hao Li, et al. ∙

research

∙ 06/01/2022

Point-Teaching: Weakly Semi-Supervised Object Detection with Point Annotations

Point annotations are considerably more time-efficient than bounding box...

Yongtao Ge, et al. ∙

research

∙ 05/28/2022

Point RCNN: An Angle-Free Framework for Rotated Object Detection

Rotated object detection in aerial images is still challenging due to ar...

Qiang Zhou, et al. ∙

research

∙ 05/27/2022

Architecture-Agnostic Masked Image Modeling – From ViT back to CNN

Masked image modeling (MIM), an emerging self-supervised pre-training me...

Siyuan Li, et al. ∙

research

∙ 05/26/2022

SwinVRNN: A Data-Driven Ensemble Forecasting Model via Learned Distribution Perturbation

Data-driven approaches for medium-range weather forecasting are recently...

Yuan Hu, et al. ∙

research

∙ 05/13/2022

Unsupervised Representation Learning for 3D MRI Super Resolution with Degradation Adaptation

High-resolution (HR) MRI is critical in assisting the doctor's diagnosis...

Jianan Liu, et al. ∙

research

∙ 05/06/2022

Multi-view Point Cloud Registration based on Evolutionary Multitasking with Bi-Channel Knowledge Sharing Mechanism

Registration of multi-view point clouds is fundamental in 3D reconstruct...

Yue Wu, et al. ∙

research

∙ 04/18/2022

Learning to Listen: Modeling Non-Deterministic Dyadic Facial Motion

We present a framework for modeling interactional communication in dyadi...

Evonne Ng, et al. ∙

research

∙ 03/30/2022

Task Adaptive Parameter Sharing for Multi-Task Learning

Adapting pre-trained models with broad capabilities has become standard ...

Matthew Wallingford, et al. ∙

research

∙ 03/24/2022

EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation

Locating 3D objects from a single RGB image via Perspective-n-Points (Pn...

Hansheng Chen, et al. ∙

research

∙ 03/16/2022

PMAL: Open Set Recognition via Robust Prototype Mining

Open Set Recognition (OSR) has been an emerging topic. Besides recognizi...

Jing Lu, et al. ∙

research

∙ 02/15/2022

On Representation Learning with Feedback

This note complements the author's recent paper "Robust representation l...

Hao Li, et al. ∙

research

∙ 02/09/2022

GiraffeDet: A Heavy-Neck Paradigm for Object Detection

In conventional object detection frameworks, a backbone body inherited f...

Yiqi Jiang, et al. ∙

research

∙ 01/27/2022

An Empirical Study of Yanked Releases in the Rust Package Registry

Cargo, the software packaging manager of Rust, provides a yank mechanism...

Hao Li, et al. ∙

research

∙ 01/21/2022

Image-to-Video Re-Identification via Mutual Discriminative Knowledge Transfer

The gap in representations between image and video makes Image-to-Video ...

Pichao Wang, et al. ∙

research

∙ 01/18/2022

Studying Popular Open Source Machine Learning Libraries and Their Cross-Ecosystem Bindings

Open source machine learning (ML) libraries allow developers to integrat...

Hao Li, et al. ∙

research

∙ 01/08/2022

CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwnannoma and Cochlea Segmentation

Domain Adaptation (DA) has recently raised strong interests in the medic...

Reuben Dorent, et al. ∙

research

∙ 01/04/2022

Graph Neural Networks for Double-Strand DNA Breaks Prediction

Double-strand DNA breaks (DSBs) are a form of DNA damage that can cause ...

Xu Wang, et al. ∙

research

∙ 12/21/2021

Watch Those Words: Video Falsification Detection Using Word-Conditioned Facial Motion

In today's era of digital misinformation, we are increasingly faced with...

Shruti Agarwal, et al. ∙

research

∙ 12/16/2021

TransZero++: Cross Attribute-Guided Transformer for Zero-Shot Learning

Zero-shot learning (ZSL) tackles the novel class recognition problem by ...

Shiming Chen, et al. ∙

research

∙ 12/02/2021

Uni-Perceiver: Pre-training Unified Architecture for Generic Perception for Zero-shot and Few-shot Tasks

Biological intelligence systems of animals perceive the world by integra...

Xizhou Zhu, et al. ∙

research

∙ 11/28/2021

3D High-Quality Magnetic Resonance Image Restoration in Clinics Using Deep Learning

Shortening acquisition time and reducing the motion-artifact are two of ...

Hao Li, et al. ∙

research

∙ 11/23/2021

Locality Sensitive Hash Aggregated Nonlinear Neighbourhood Matrix Factorization for Online Sparse Big Data Analysis

Matrix factorization (MF) can extract the low-rank features and integrat...

Zixuan Li, et al. ∙

research

∙ 10/06/2021

Topologically Consistent Multi-View Face Inference Using Volumetric Sampling

High-fidelity face digitization solutions often combine multi-view stere...

Tianye Li, et al. ∙

research

∙ 09/24/2021

Unsupervised Cross-Modality Domain Adaptation for Segmenting Vestibular Schwannoma and Cochlea with Data Augmentation and Model Ensemble

Magnetic resonance images (MRIs) are widely used to quantify vestibular ...

Hao Li, et al. ∙

research

∙ 09/20/2021

Interpolation variable rate image compression

Compression standards have been used to reduce the cost of image storage...

Zhenhong Sun, et al. ∙

research

∙ 09/16/2021

DisUnknown: Distilling Unknown Factors for Disentanglement Learning

Disentangling data into interpretable and independent factors is critica...

Sitao Xiang, et al. ∙

research

∙ 08/30/2021

Digging into Uncertainty in Self-supervised Multi-view Stereo

Self-supervised Multi-view stereo (MVS) with a pretext task of image rec...

Hongbin Xu, et al. ∙

research

∙ 08/23/2021

Exploring the Quality of GAN Generated Images for Person Re-Identification

Recently, GAN based method has demonstrated strong effectiveness in gene...

Yiqi Jiang, et al. ∙

research

∙ 08/13/2021

Efficient force field and energy emulation through partition of permutationally equivalent atoms

Kernel ridge regression (KRR) that satisfies energy conservation is a po...

Hao Li, et al. ∙

research

∙ 07/12/2021

Fine-Grained AutoAugmentation for Multi-Label Classification

Data augmentation is a commonly used approach to improving the generaliz...

Ya Wang, et al. ∙

research

∙ 07/11/2021

A Cloud-Edge-Terminal Collaborative System for Temperature Measurement in COVID-19 Prevention

To prevent the spread of coronavirus disease 2019 (COVID-19), preliminar...

Zheyi Ma, et al. ∙

research

∙ 07/09/2021

LIFE: A Generalizable Autodidactic Pipeline for 3D OCT-A Vessel Segmentation

Optical coherence tomography (OCT) is a non-invasive imaging technique w...

Dewei Hu, et al. ∙

research

∙ 06/21/2021

Normalized Avatar Synthesis Using StyleGAN and Perceptual Refinement

We introduce a highly robust GAN-based framework for digitizing a normal...

Huiwen Luo, et al. ∙

research

∙ 06/07/2021

Task-Generic Hierarchical Human Motion Prior using VAEs

A deep generative model that describes human motions can benefit a wide ...

Jiaman Li, et al. ∙

research

∙ 05/21/2021

An Efficient Training Approach for Very Large Scale Face Recognition

Face recognition has achieved significant progress in deep-learning era ...

Kai Wang, et al. ∙

research

∙ 05/20/2021

An Empirical Study of Vehicle Re-Identification on the AI City Challenge

This paper introduces our solution for the Track2 in AI City Challenge 2...

Hao Luo, et al. ∙

research

∙ 05/14/2021

Maximizing Mutual Information Across Feature and Topology Views for Learning Graph Representations

Recently, maximizing mutual information has emerged as a powerful method...

Xiaolong Fan, et al. ∙

research

∙ 05/14/2021

Importance Weighted Adversarial Discriminative Transfer for Anomaly Detection

Previous transfer methods for anomaly detection generally assume the ava...

Cangning Fan, et al. ∙

Hao Li

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