Yi-Si Luo

Orcid: 0000-0001-9295-4896

According to our database¹, Yi-Si Luo authored at least 37 papers between 2020 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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Bibliography

2026

A Distributional View for Visual Mechanistic Interpretability: KL-Minimal Soft-Constraint Principle.

[BibT_eX]

[DOI]

CoRR, May, 2026

Deciphering Neural Reparameterized Full-Waveform Inversion with Neural Sensitivity Kernel and Wave Tangent Kernel.

[BibT_eX]

[DOI]

CoRR, May, 2026

Unveiling the Mechanism of Continuous Representation Full-Waveform Inversion: A Wave Based Neural Tangent Kernel Framework.

[BibT_eX]

[DOI]

CoRR, March, 2026

Neural Approximation and Its Applications.

[BibT_eX]

[DOI]

CoRR, March, 2026

Neural Operator-Grounded Continuous Tensor Function Representation and Its Applications.

[BibT_eX]

[DOI]

CoRR, March, 2026

Multivariate neural directional total variation.

[BibT_eX]

[DOI]

Pattern Recognit., 2026

Semi-supervised image rain removal using mutual consistency of rain kernel dictionaries.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2026

2025

Compressive Imaging Reconstruction via Tensor Decomposed Multi-Resolution Grid Encoding.

[BibT_eX]

[DOI]

CoRR, July, 2025

Continuous Representation Methods, Theories, and Applications: An Overview and Perspectives.

[BibT_eX]

[DOI]

Yisi Luo

Xile Zhao

Deyu Meng

CoRR, May, 2025

Motion-Enhanced Nonlocal Similarity Implicit Neural Representation for Infrared Dim and Small Target Detection.

[BibT_eX]

[DOI]

CoRR, April, 2025

Cross-Frequency Implicit Neural Representation with Self-Evolving Parameters.

[BibT_eX]

[DOI]

CoRR, April, 2025

Revisiting Nonlocal Self-Similarity from Continuous Representation.

[BibT_eX]

[DOI]

Yisi Luo

Xile Zhao

Deyu Meng

IEEE Trans. Pattern Anal. Mach. Intell., January, 2025

DTR: A Unified Deep Tensor Representation Framework for Multimedia Data Recovery.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2025

Efficient Seismic Random Noise Attenuation via KAN-Empowered Neural Low-Rank Representation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2025

CTVNet: Gradient Prior-Guided Deep Unfolding Network for Infrared Small Target Detection.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2025

Full-Waveform Inversion With Velocity Model Low-Rank Implicit Neural Representation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2025

Frequency-Aware Implicit Neural Representation for Multi-Dimensional Data Recovery.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2025

DDFet: Infrared Small Target Detection via a Dual-Domain Fused Deep Unfolding Network.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

NeurTV: Total Variation on the Neural Domain.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2025

IRTF: A new tensor factorization for irregular multidimensional data recovery.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2025

Beyond Low-rankness: Guaranteed Matrix Recovery via Modified Nuclear Norm.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

STINR: Deciphering Spatial Transcriptomics via Implicit Neural Representation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Deep Rank-One Tensor Functional Factorization for Multi-Dimensional Data Recovery.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

CoNoT: Coupled Nonlinear Transform-Based Low-Rank Tensor Representation for Multidimensional Image Completion.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., July, 2024

Low-Rank Tensor Function Representation for Multi-Dimensional Data Recovery.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Unsupervised video rain streaks removal with deep foreground-background modeling.

[BibT_eX]

[DOI]

J. Comput. Appl. Math., January, 2024

Hyperspectral Image Denoising via Double Subspace Deep Prior.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

2023

Deep Nonlocal Regularizer: A Self-Supervised Learning Method for 3-D Seismic Denoising.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

S2S-WTV: Seismic Data Noise Attenuation Using Weighted Total Variation Regularized Self-Supervised Learning.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

H2TF for Hyperspectral Image Denoising: Where Hierarchical Nonlinear Transform Meets Hierarchical Matrix Factorization.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2023

H2TF for Hyperspectral Image Denoising: Where Hierarchical Nonlinear Transform Meets Hierarchical Matrix Factorization.

[BibT_eX]

[DOI]

CoRR, 2023

2022

Self-Supervised Nonlinear Transform-Based Tensor Nuclear Norm for Multi-Dimensional Image Recovery.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

UConNet: Unsupervised Controllable Network for Image and Video Deraining.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

HLRTF: Hierarchical Low-Rank Tensor Factorization for Inverse Problems in Multi-Dimensional Imaging.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Hyperspectral Mixed Noise Removal via Spatial-Spectral Constrained Unsupervised Deep Image Prior.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Reconciling Hand-Crafted and Self-Supervised Deep Priors for Video Directional Rain Streaks Removal.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2021

2020

Unsupervised Hyperspectral Mixed Noise Removal Via Spatial-Spectral Constrained Deep Image Prior.

[BibT_eX]

[DOI]

CoRR, 2020

Yi-Si Luo

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