Lei Xing

发表

L G ] 2 0 M ar 2 01 9 ON SAMPLE COMPLEXITY OF PROJECTION-FREE PRIMAL-DUAL METHODS FOR LEARNING MIXTURE POLICIES IN MARKOV DECISION PROCESSES

M. B. Khuzani, V. Vasudevan, Hongyi Ren, 2019 .

Label-Efficient Self-Supervised Federated Learning for Tackling Data Heterogeneity in Medical Imaging

D. Rubin, Shih-Cheng Huang, Liyue Shen, 2022, ArXiv.

Learning Treatment Plan Representations for Content Based Image Retrieval

Md Tauhidul Islam, Yong Yang, V. Vasudevan, 2022, ArXiv.

SCORE-BASED GENERATIVE MODELS

S. Ermon, Liyue Shen, Lei Xing, 2021 .

Solving Inverse Problems in Medical Imaging with Score-Based Generative Models

S. Ermon, Yang Song, Liyue Shen, 2021, ICLR.

A Mean-Field Theory for Kernel Alignment with Random Features in Generative and Discriminative Models

M. B. Khuzani, Shahin Shahrampour, Lei Xing, 2019, 1909.11820.

Leveraging data-driven self-consistency for high-fidelity gene expression recovery

Md Tauhidul Islam, X. Li, Wei Zhao, 2022, Nature Communications.

Deep Learning-Based Water-Fat Separation from Dual-Echo Chemical Shift-Encoded Imaging

Christopher M. Sandino, M. Lustig, M. Alley, 2022, Bioengineering.

NeRP: Implicit Neural Representation Learning With Prior Embedding for Sparsely Sampled Image Reconstruction

J. Pauly, Liyue Shen, Lei Xing, 2021, IEEE Transactions on Neural Networks and Learning Systems.

Label-Efficient Self-Supervised Federated Learning for Tackling Data Heterogeneity in Medical Imaging

D. Rubin, Liyue Shen, Lei Xing, 2022, IEEE Transactions on Medical Imaging.

Cartography of Genomic Interactions Enables Deep Analysis of Single-Cell Expression Data

Md Tauhidul Islam, Lei Xing, 2023, Nature Communications.

A data-driven dimensionality-reduction algorithm for the exploration of patterns in biomedical data

Md Tauhidul Islam, Lei Xing, 2020, Nature Biomedical Engineering.

RadFusion: Benchmarking Performance and Fairness for Multimodal Pulmonary Embolism Detection from CT and EHR pdf

Matthew P. Lungren, Imon Banerjee, Lei Xing, 2021, ArXiv.

A Mean-Field Theory for Learning the Sch\"{o}nberg Measure of Radial Basis Functions

Y. Ye, S. Napel, M. B. Khuzani, 2020, 2006.13330.

A Mean-Field Theory for Kernel Alignment with Random Features in Generative Adversarial Networks

M. B. Khuzani, Shahin Shahrampour, Lei Xing, 2019, ArXiv.

Multiple Kernel Learning from $U$-Statistics of Empirical Measures in the Feature Space pdf

Lei Xing, Masoud Badiei Khuzani, Varun Vasudevan, 2019, ArXiv.

SERM: a self-consistent deep learning solution for rapid and accurate gene expression recovery

Md Tauhidul Islam, X. Li, Wei Zhao, 2022, bioRxiv.

PINER: Prior-informed Implicit Neural Representation Learning for Test-time Adaptation in Sparse-view CT Reconstruction

Liyue Shen, Lei Xing, Bowen Song, 2023, 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).

Rotation-Oriented Collaborative Self-Supervised Learning for Retinal Disease Diagnosis

Pheng-Ann Heng, Xiaojuan Qi, Wei Zhao, 2021, IEEE Transactions on Medical Imaging.

Machine Learning Techniques for Biomedical Image Segmentation: An Overview of Technical Aspects and Introduction to State-of-Art Applications

Lei Xing, Masoud Badiei Khuzani, Hongyi Ren, 2019, Medical physics.

A Geometry-Informed Deep Learning Framework for Ultra-Sparse 3D Tomographic Image Reconstruction pdf

Liyue Shen, Wei Zhao, Lei Xing, 2021, Comput. Biol. Medicine.

MHFC: Multi-Head Feature Collaboration for Few-Shot Learning

Yan Wang, Shuai Shao, Lei Xing, 2021, ACM Multimedia.

Learning task-specific discriminative embeddings for few-shot image classification

Lei Xing, Baodi Liu, Shuai Shao, 2022, Neurocomputing.

CIM: Class-Irrelevant Mapping for Few-Shot Classification pdf

Shuai Shao, Lei Xing, Yicong Zhou, 2021, ArXiv.

MDFM: Multi-Decision Fusing Model for Few-Shot Learning pdf

Shuai Shao, Lei Xing, Weifeng Liu, 2021, IEEE Transactions on Circuits and Systems for Video Technology.

Image Classification using Graph Neural Network and Multiscale Wavelet Superpixels

Md Tauhidul Islam, V. Vasudevan, Lei Xing, 2022, Pattern Recognit. Lett..

Deep Neural Network With Consistency Regularization of Multi-Output Channels for Improved Tumor Detection and Delineation

Liyue Shen, Xiaomeng Li, Hongyi Ren, 2021, IEEE Transactions on Medical Imaging.

Metal artifact reduction in 2D CT images with self-supervised cross-domain learning

Wei Zhao, Xiaomeng Li, Lei Xing, 2021, Physics in medicine and biology.

Implicit neural representation for radiation therapy dose distribution

Md Tauhidul Islam, Yong Yang, C. Chuang, 2022, Physics in medicine and biology.

Novel-view X-ray projection synthesis through geometry-integrated deep learning

J. Pauly, Wei Zhao, Liyue Shen, 2022, Medical Image Anal..

CSN: Component-Supervised Network for Few-Shot Classification

Yanjiang Wang, Lei Xing, Weifeng Liu, 2023, Eng. Appl. Artif. Intell..

A Mean-Field Theory for Learning the Schönberg Measure of Radial Basis Functions pdf

Lei Xing, Yinyu Ye, Sandy Napel, 2020, ArXiv.

CateNorm: Categorical Normalization for Robust Medical Image Segmentation

A. Yuille, Yuyin Zhou, Yutong Bai, 2021, DART@MICCAI.

Learning to Bootstrap for Combating Label Noise

Cihang Xie, Xuxi Chen, M. Lungren, 2022, ArXiv.

SSDL: Self-Supervised Dictionary Learning pdf

Shuai Shao, Lei Xing, Rui Xu, 2021, 2021 IEEE International Conference on Multimedia and Expo (ICME).

Self-supervised deep learning of gene–gene interactions for improved gene expression recovery

Md Tauhidul Islam, Lei Xing, Yuyin Zhou, 2023, bioRxiv.

Small-Object Sensitive Segmentation Using Across Feature Map Attention

Md Tauhidul Islam, Yuyin Zhou, Lei Xing, 2022, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Geometry and statistics-preserving manifold embedding for nonlinear dimensionality reduction

Md Tauhidul Islam, Lei Xing, Md Tauhidul Islam, 2021, Pattern Recognit. Lett..

Class-Shared SparsePCA for Few-Shot Remote Sensing Scene Classification

Xueqin Wang, Lei Xing, Baodi Liu, 2022, Remote Sensing.

Learning image representations for content-based image retrieval of radiotherapy treatment plans

Md Tauhidul Islam, Yong Yang, V. Vasudevan, 2022, Physics in medicine and biology.