Xianming Liu
Orcid: 0000-0002-8857-1785
According to our database1,
Xianming Liu
authored at least 181 papers
between 2009 and 2025.
Collaborative distances:
Collaborative distances:
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Bibliography
2025
DAWN+: Wavelet-Based Image Deraining Meets Direction-Aware Attention and Mutual Representation.
IEEE Trans. Neural Networks Learn. Syst., October, 2025
Dual-Level Cross-Modality Neural Architecture Search for Guided Image Super-Resolution.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2025
VDEGaussian: Video Diffusion Enhanced 4D Gaussian Splatting for Dynamic Urban Scenes Modeling.
CoRR, August, 2025
Self-Supervised Multi-Camera Collaborative Depth Prediction With Latent Diffusion Models.
IEEE Trans. Intell. Transp. Syst., July, 2025
IEEE Trans. Pattern Anal. Mach. Intell., June, 2025
CoRR, May, 2025
Beyond Degradation Redundancy: Contrastive Prompt Learning for All-in-One Image Restoration.
CoRR, April, 2025
Balancing Task-invariant Interaction and Task-specific Adaptation for Unified Image Fusion.
CoRR, April, 2025
IEEE Trans. Neural Networks Learn. Syst., March, 2025
FUSE: Label-Free Image-Event Joint Monocular Depth Estimation via Frequency-Decoupled Alignment and Degradation-Robust Fusion.
CoRR, March, 2025
IEEE Trans. Robotics, 2025
IEEE Trans. Image Process., 2025
IEEE Trans. Image Process., 2025
IEEE Trans. Image Process., 2025
Diff-Holo: A Residual Diffusion Model With Complex Transformer for Rapid Single-Frame Hologram Reconstruction.
IEEE Trans. Computational Imaging, 2025
Enhancing consistency and mitigating bias: A data replay approach for incremental learning.
Neural Networks, 2025
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
2024
Mach. Intell. Res., December, 2024
IEEE Trans. Neural Networks Learn. Syst., November, 2024
GroupedMixer: An Entropy Model With Group-Wise Token-Mixers for Learned Image Compression.
IEEE Trans. Circuits Syst. Video Technol., October, 2024
IEEE Trans. Neural Networks Learn. Syst., September, 2024
ACM Trans. Multim. Comput. Commun. Appl., August, 2024
IEEE Trans. Biom. Behav. Identity Sci., July, 2024
IEEE Trans. Neural Networks Learn. Syst., June, 2024
Mach. Intell. Res., June, 2024
IEEE Trans. Pattern Anal. Mach. Intell., May, 2024
Inf. Fusion, April, 2024
IEEE Trans. Image Process., 2024
IEEE Trans. Image Process., 2024
Incrementally Adapting Pretrained Model Using Network Prior for Multi-Focus Image Fusion.
IEEE Trans. Image Process., 2024
Decoupling Image Deblurring Into Twofold: A Hierarchical Model for Defocus Deblurring.
IEEE Trans. Computational Imaging, 2024
HoloFormer: Contrastive Regularization Based Transformer for Holographic Image Reconstruction.
IEEE Trans. Computational Imaging, 2024
CoRR, 2024
Adaptive Stereo Depth Estimation with Multi-Spectral Images Across All Lighting Conditions.
CoRR, 2024
CoRR, 2024
CoRR, 2024
CoRR, 2024
Enhancing Privacy-Utility Tradeoff with Few-Round Strategy in Heterogeneous Federated Learning.
Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2024
Semantic Ensemble Loss and Latent Refinement for High-Fidelity Neural Image Compression.
Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2024
Disentangled-Multimodal Privileged Knowledge Distillation for Depression Recognition with Incomplete Multimodal Data.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Harmony in Diversity: Improving All-in-One Image Restoration via Multi-Task Collaboration.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024
Zero-Mean Regularized Spectral Contrastive Learning: Implicitly Mitigating Wrong Connections in Positive-Pair Graphs.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Context-Adaptive Entropy Model With Adapters For Lossless Point Cloud Geometry Compression.
Proceedings of the IEEE International Conference on Image Processing, 2024
Improving Domain Generalization in Self-supervised Monocular Depth Estimation via Stabilized Adversarial Training.
Proceedings of the Computer Vision - ECCV 2024, 2024
Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Low-Light Face Super-resolution via Illumination, Structure, and Texture Associated Representation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Inf. Fusion, December, 2023
DepthFormer: Exploiting Long-range Correlation and Local Information for Accurate Monocular Depth Estimation.
Mach. Intell. Res., December, 2023
IEEE Trans. Biom. Behav. Identity Sci., October, 2023
IEEE Trans. Pattern Anal. Mach. Intell., October, 2023
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023
IEEE Trans. Image Process., 2023
Incorporating Transformer Designs into Convolutions for Lightweight Image Super-Resolution.
CoRR, 2023
Augment and Criticize: Exploring Informative Samples for Semi-Supervised Monocular 3D Object Detection.
CoRR, 2023
No One Idles: Efficient Heterogeneous Federated Learning with Parallel Edge and Server Computation.
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023
Proceedings of the First Tiny Papers Track at ICLR 2023, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
Multilayer Spectral-Spatial Graphs for Label Noisy Robust Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst., 2022
IEEE Trans. Multim., 2022
High-Resolution Depth Maps Imaging via Attention-Based Hierarchical Multi-Modal Fusion.
IEEE Trans. Image Process., 2022
IEEE Trans. Image Process., 2022
IEEE Trans. Circuits Syst. Video Technol., 2022
IEEE Trans. Computational Imaging, 2022
IEEE CAA J. Autom. Sinica, 2022
IEEE CAA J. Autom. Sinica, 2022
Fusion from Decomposition: A Self-Supervised Decomposition Approach for Image Fusion.
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Efficient Single-Image Depth Estimation on Mobile Devices, Mobile AI & AIM 2022 Challenge: Report.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
Self-Supervised Arbitrary-Scale Point Clouds Upsampling via Implicit Neural Representation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
From Less to More: Spectral Splitting and Aggregation Network for Hyperspectral Face Super-Resolution.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
SimIPU: Simple 2D Image and 3D Point Cloud Unsupervised Pre-training for Spatial-Aware Visual Representations.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
IEEE Trans. Vis. Comput. Graph., 2021
IEEE Trans. Circuits Syst. Video Technol., 2021
IEEE Trans. Computational Imaging, 2021
CoRR, 2021
CoRR, 2021
Fast and Accurate Single-Image Depth Estimation on Mobile Devices, Mobile AI 2021 Challenge: Report.
CoRR, 2021
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Physics-Based Iterative Projection Complex Neural Network for Phase Retrieval in Lensless Microscopy Imaging.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
2020
Color-Guided Depth Image Recovery With Adaptive Data Fidelity and Transferred Graph Laplacian Regularization.
IEEE Trans. Circuits Syst. Video Technol., 2020
IEEE Trans. Circuits Syst. Video Technol., 2020
IEEE Trans. Circuits Syst. Video Technol., 2020
IEEE Trans. Computational Imaging, 2020
Rectified Meta-Learning from Noisy Labels for Robust Image-based Plant Disease Diagnosis.
CoRR, 2020
CoRR, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
IEEE Trans. Image Process., 2019
Depth Restoration From RGB-D Data via Joint Adaptive Regularization and Thresholding on Manifolds.
IEEE Trans. Image Process., 2019
IEEE Trans. Image Process., 2019
Graph-Regularized Locality-Constrained Joint Dictionary and Residual Learning for Face Sketch Synthesis.
IEEE Trans. Image Process., 2019
IEEE Trans. Image Process., 2019
Joint Gaze Correction and Face Beautification for Conference Video Using Dual Sparsity Prior.
IEEE Trans. Ind. Electron., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
IEEE Trans. Multim., 2018
Reduced-Reference Image Quality Assessment in Free-Energy Principle and Sparse Representation.
IEEE Trans. Multim., 2018
IEEE Trans. Image Process., 2018
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018
A Blind Quality Measure for Industrial 2D Matrix Symbols Using Shallow Convolutional Neural Network.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Compressed Image Restoration via External-Image Assisted Band Adaptive PCA Model Learning.
Proceedings of the 2018 Data Compression Conference, 2018
2017
IEEE Trans. Multim., 2017
Sparsity-Based Image Error Concealment via Adaptive Dual Dictionary Learning and Regularization.
IEEE Trans. Image Process., 2017
IEEE Trans. Image Process., 2017
J. Vis. Commun. Image Represent., 2017
Proceedings of the Advances in Multimedia Information Processing - PCM 2017, 2017
Proceedings of the Digital TV and Wireless Multimedia Communication, 2017
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017
Single depth image super-resolution and denoising based on sparse graphs via structure tensor.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
2016
IEEE Trans. Multim., 2016
Low-Rank Decomposition-Based Restoration of Compressed Images via Adaptive Noise Estimation.
IEEE Trans. Image Process., 2016
IEEE Trans. Image Process., 2016
IEEE Trans. Image Process., 2016
IEEE Trans. Inf. Forensics Secur., 2016
IEEE Trans. Circuits Syst. Video Technol., 2016
Perceptual image quality assessment combining free-energy principle and sparse representation.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
Proceedings of the Digital TV and Wireless Multimedia Communication, 2016
Proceedings of the IEEE International Conference on Multimedia and Expo, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
2015
Model-based low bit-rate video coding for resource-deficient wireless visual communication.
Neurocomputing, 2015
Proceedings of the 2015 Visual Communications and Image Processing, 2015
Proceedings of the Advances in Multimedia Information Processing - PCM 2015, 2015
Inter-block consistent soft decoding of JPEG images with sparsity and graph-signal smoothness priors.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Data-driven sparsity-based restoration of JPEG-compressed images in dual transform-pixel domain.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
2014
Progressive Image Denoising Through Hybrid Graph Laplacian Regularization: A Unified Framework.
IEEE Trans. Image Process., 2014
IEEE Trans. Image Process., 2014
Designing an Efficient Image Encryption-Then-Compression System via Prediction Error Clustering and Random Permutation.
IEEE Trans. Inf. Forensics Secur., 2014
Scalable Compression of Stream Cipher Encrypted Images Through Context-Adaptive Sampling.
IEEE Trans. Inf. Forensics Secur., 2014
Estimation of capacity parameters for dynamic histogram shifting (DHS)-based reversible image watermarking.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014
Proceedings of the Data Compression Conference, 2014
2013
Proceedings of the 30th Picture Coding Symposium, 2013
Proceedings of the IJCAI 2013, 2013
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the 2013 Data Compression Conference, 2013
Proceedings of the 2013 Data Compression Conference, 2013
2012
Low bit-rate video coding via mode-dependent adaptive regression for wireless visual communications.
Proceedings of the 2012 Visual Communications and Image Processing, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 2012 Data Compression Conference, Snowbird, UT, USA, April 10-12, 2012, 2012
2011
IEEE Trans. Image Process., 2011
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011
Transductive Regression with Local and Global Consistency for Image Super-Resolution.
Proceedings of the 2011 Data Compression Conference (DCC 2011), 2011
2010
Side information enhancement via texture and motion activity analysis in distributed video coding.
Proceedings of the Visual Communications and Image Processing 2010, 2010
Proceedings of the Picture Coding Symposium, 2010
2009
Local adaptive learning and fusion for side information interpolation in distributed video coding.
Proceedings of the 2009 Picture Coding Symposium, 2009
Proceedings of the 2009 Picture Coding Symposium, 2009
Proceedings of the 2009 Picture Coding Symposium, 2009
Proceedings of the 2009 Picture Coding Symposium, 2009
Joint learning for side information and correlation model based on linear regression model in distributed video coding.
Proceedings of the International Conference on Image Processing, 2009