Deming Zhai

Orcid: 0000-0001-8346-9127

According to our database¹, Deming Zhai authored at least 63 papers between 2009 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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In proceedings

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PhD thesis

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Links

On csauthors.net:

Bibliography

2025

Learning Lossless Compression for High Bit-Depth Volumetric Medical Image.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2025

2024

Illumination-Aware Low-Light Image Enhancement with Transformer and Auto-Knee Curve.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., August, 2024

Overhead-free Noise-tolerant Federated Learning: A New Baseline.

[BibT_eX]

[DOI]

Mach. Intell. Res., June, 2024

MCGS: Multiview Consistency Enhancement for Sparse-View 3D Gaussian Radiance Fields.

[BibT_eX]

[DOI]

CoRR, 2024

Spatial Annealing Smoothing for Efficient Few-shot Neural Rendering.

[BibT_eX]

[DOI]

CoRR, 2024

Mesh Denoising Transformer.

[BibT_eX]

[DOI]

CoRR, 2024

SGCNeRF: Few-Shot Neural Rendering via Sparse Geometric Consistency Guidance.

[BibT_eX]

[DOI]

CoRR, 2024

Zero-Mean Regularized Spectral Contrastive Learning: Implicitly Mitigating Wrong Connections in Positive-Pair Graphs.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Super-Resolving Face Image by Facial Parsing Information.

[BibT_eX]

[DOI]

IEEE Trans. Biom. Behav. Identity Sci., October, 2023

Self-Supervised Arbitrary-Scale Implicit Point Clouds Upsampling.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Asymmetric Loss Functions for Noise-Tolerant Learning: Theory and Applications.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

Unsupervised Deep Exemplar Colorization via Pyramid Dual Non-Local Attention.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

On the Dynamics Under the Unhinged Loss and Beyond.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2023

Backdoor Attacks Against Incremental Learners: An Empirical Evaluation Study.

[BibT_eX]

[DOI]

CoRR, 2023

Learning Lossless Compression for High Bit-Depth Medical Imaging.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

2022

Rectified Meta-learning from Noisy Labels for Robust Image-based Plant Disease Classification.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2022

Fully Unsupervised Person Re-Identification via Selective Contrastive Learning.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2022

Hybrid Conditional Deep Inverse Tone Mapping.

[BibT_eX]

[DOI]

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

ChebyLighter: Optimal Curve Estimation for Low-light Image Enhancement.

[BibT_eX]

[DOI]

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

Prototype-Anchored Learning for Learning with Imperfect Annotations.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Learning Towards The Largest Margins.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Shadows can be Dangerous: Stealthy and Effective Physical-world Adversarial Attack by Natural Phenomenon.

[BibT_eX]

[DOI]

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

2021

Target-guided Adaptive Base Class Reweighting for Few-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Learning with Noisy Labels via Sparse Regularization.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Color-Guided Depth Image Recovery With Adaptive Data Fidelity and Transferred Graph Laplacian Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

Contrast Enhancement via Dual Graph Total Variation-Based Image Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

Unsupervised Constrative Person Re-identification.

[BibT_eX]

[DOI]

CoRR, 2020

Rectified Meta-Learning from Noisy Labels for Robust Image-based Plant Disease Diagnosis.

[BibT_eX]

[DOI]

CoRR, 2020

Single Image Deraining via Scale-space Invariant Attention Neural Network.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Semi-Supervised Graph Convolutional Hashing Network For Large-Scale Cross-Modal Retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

ADRN: Attention-Based Deep Residual Network for Hyperspectral Image Denoising.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Parsing Map Guided Multi-Scale Attention Network For Face Hallucination.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Depth Super-Resolution via Joint Color-Guided Internal and External Regularizations.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Depth Restoration From RGB-D Data via Joint Adaptive Regularization and Thresholding on Manifolds.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Joint Gaze Correction and Face Beautification for Conference Video Using Dual Sparsity Prior.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2019

Multi-Scale Depthwise Separable Convolutional Neural Network for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Digital TV and Wireless Multimedia Communication, 2019

Hyperspectral Image Super-Resolution Using Multi-scale Feature Pyramid Network.

[BibT_eX]

[DOI]

Proceedings of the Digital TV and Wireless Multimedia Communication, 2019

2018

Supervised Distributed Hashing for Large-Scale Multimedia Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2018

Parametric local multiview hamming distance metric learning.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Weakly supervised semantic segmentation based on EM algorithm with localization clues.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Discrete Manifold-Regularized Collaborative Filtering for Large-Scale Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Color-Guided Depth Map Super-Resolution via Joint Graph Laplacian and Gradient Consistency Regularization.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Workshop on Multimedia Signal Processing, 2018

Adaptive Screen Content Image Enhancement Strategy using Layer-based Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Robust Contrast Enhancement via Graph-Based Cartoon-Texture Decomposition.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Noise-Aware Super-Resolution of Depth Maps Via Graph-Based Plug-And-Play Framework.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017

Sparsity-Based Image Error Concealment via Adaptive Dual Dictionary Learning and Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Depth Image Denoising via Collaborative Graph Fourier Transform.

[BibT_eX]

[DOI]

Proceedings of the Digital TV and Wireless Multimedia Communication, 2017

2016

Compressive Sampling-Based Image Coding for Resource-Deficient Visual Communication.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

2015

Instance-specific canonical correlation analysis.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Sparsity-based joint gaze correction and face beautification for conferencing video.

[BibT_eX]

[DOI]

Proceedings of the 2015 Visual Communications and Image Processing, 2015

2014

Progressive Image Denoising Through Hybrid Graph Laplacian Regularization: A Unified Framework.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2014

Joint gaze-correction and beautification of DIBR-synthesized human face via dual sparse coding.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

Parametric Local Multimodal Hashing for Cross-View Similarity Search.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

Spatial error concealment via model based coupled sparse representation.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

Instance-specific canonical correlation analysis for pose alignment.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2013

Progressive Image Restoration through Hybrid Graph Laplacian Regularization.

[BibT_eX]

[DOI]

Proceedings of the 2013 Data Compression Conference, 2013

Image Super-Resolution via Hierarchical and Collaborative Sparse Representation.

[BibT_eX]

[DOI]

Proceedings of the 2013 Data Compression Conference, 2013

2012

Multiview Metric Learning with Global Consistency and Local Smoothness.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2012

Web image interpolation via weighted total least squares regression.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Multi-scale Spatial Error Concealment via Hybrid Bayesian Regression.

[BibT_eX]

[DOI]

Proceedings of the 2012 Data Compression Conference, Snowbird, UT, USA, April 10-12, 2012, 2012

2011

Side information extrapolation with temporal and spatial consistency.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

2010

Manifold Alignment via Corresponding Projections.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 2010

2009

Semi-Supervised Discriminant Analysis via Spectral Transduction.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 2009

Deming Zhai

Timeline

Legend:

Links

On csauthors.net:

Bibliography

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