Xianming Liu

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

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Bibliography

2025
FAST: Flexibly Controllable Arbitrary Style Transfer via Latent Diffusion Models.
ACM Trans. Multim. Comput. Commun. Appl., September, 2025

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis.
CoRR, August, 2025

ε-Softmax: Approximating One-Hot Vectors for Mitigating Label Noise.
CoRR, August, 2025

FastDriveVLA: Efficient End-to-End Driving via Plug-and-Play Reconstruction-based Token Pruning.
CoRR, July, 2025

Joint Asymmetric Loss for Learning with Noisy Labels.
CoRR, July, 2025

A Comparative Analysis of Ensemble-Metaheuristic Algorithms for Copper Price Forecasting: The NGO-AdaBoost Hybrid Approach.
Informatica (Slovenia), 2025

COB-GS: Clear Object Boundaries in 3DGS Segmentation Based on Boundary-Adaptive Gaussian Splitting.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

DashGaussian: Optimizing 3D Gaussian Splatting in 200 Seconds.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024
A wideband inductorless LNA utilizing common-source noise-canceling and cascode configuration.
Microelectron. J., 2024

A wideband inductorless LNA exploiting three-stage feedback and thermal noise canceling.
Microelectron. J., 2024

Performance improvement for the CMOS rail-to-rail amplifier via APSO-based design and SNN's training.
Microelectron. J., 2024

Spatial Annealing Smoothing for Efficient Few-shot Neural Rendering.
CoRR, 2024

SGCNeRF: Few-Shot Neural Rendering via Sparse Geometric Consistency Guidance.
CoRR, 2024

HiCAST: Highly Customized Arbitrary Style Transfer with Adapter Enhanced Diffusion Models.
CoRR, 2024

F4SR: A Feed-Forward Regression Approach for Few-Shot Face Super-Resolution.
Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

$\epsilon$-Softmax: Approximating One-Hot Vectors for Mitigating Label Noise.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

SDGE: Stereo Guided Depth Estimation for 360°Camera Sets.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

Variance-enlarged Poisson Learning for Graph-based Semi-Supervised Learning with Extremely Sparse Labeled Data.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

OpticalDR: A Deep Optical Imaging Model for Privacy-Protective Depression Recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

FMRNet: Image Deraining via Frequency Mutual Revision.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Refined Self-calibration of an Inductorless Low-noise Amplifier with Non-intrusive Circuit.
J. Electron. Test., February, 2023

Rethinking 3D-CNN in Hyperspectral Image Super-Resolution.
Remote. Sens., 2023

On the Dynamics Under the Unhinged Loss and Beyond.
J. Mach. Learn. Res., 2023

The RoboDepth Challenge: Methods and Advancements Towards Robust Depth Estimation.
CoRR, 2023

Backdoor Attacks Against Incremental Learners: An Empirical Evaluation Study.
CoRR, 2023

Guided Depth Map Super-resolution: A Survey.
CoRR, 2023

Retinex-based Image Denoising / Contrast Enhancement Using Gradient Graph Laplacian Regularizer.
Proceedings of the IEEE International Conference on Image Processing, 2023

SynFacePAD 2023: Competition on Face Presentation Attack Detection Based on Privacy-aware Synthetic Training Data.
Proceedings of the IEEE International Joint Conference on Biometrics, 2023

NTIRE 2023 Challenge on Efficient Super-Resolution: Methods and Results.
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Rectified Meta-learning from Noisy Labels for Robust Image-based Plant Disease Classification.
ACM Trans. Multim. Comput. Commun. Appl., 2022

Fully Unsupervised Person Re-Identification via Selective Contrastive Learning.
ACM Trans. Multim. Comput. Commun. Appl., 2022

Silicone Rubber Fabry-Perot Pressure Sensor Based on a Spherical Optical Fiber End Face.
Sensors, 2022

Dynamic Distance Measurement Based on a Fast Frequency-Swept Interferometry.
Sensors, 2022

Exploiting the Potential of Datasets: A Data-Centric Approach for Model Robustness.
CoRR, 2022

ACO: lossless quality score compression based on adaptive coding order.
BMC Bioinform., 2022

Multi-Camera Collaborative Depth Prediction via Consistent Structure Estimation.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Hybrid Conditional Deep Inverse Tone Mapping.
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.
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.
Proceedings of the International Conference on Machine Learning, 2022

Learning Towards The Largest Margins.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Shadows can be Dangerous: Stealthy and Effective Physical-world Adversarial Attack by Natural Phenomenon.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
A High-Speed Demodulation Technology of Fiber Optic Extrinsic Fabry-Perot Interferometric Sensor Based on Coarse Spectrum.
Sensors, 2021

Deep Attentional Guided Image Filtering.
CoRR, 2021

Weakly-Supervised Monocular Depth Estimationwith Resolution-Mismatched Data.
CoRR, 2021

A Secure and Policy-Controlled Signature Scheme With Strong Expressiveness and Privacy-Preserving Policy.
IEEE Access, 2021

Improving Hyperspectral Super-Resolution via Heterogeneous Knowledge Distillation.
Proceedings of the MMAsia '21: ACM Multimedia Asia, Gold Coast, Australia, December 1, 2021

Target-guided Adaptive Base Class Reweighting for Few-Shot Learning.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Asymmetric Loss Functions for Learning with Noisy Labels.
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
Connecting Image Denoising and High-Level Vision Tasks via Deep Learning.
IEEE Trans. Image Process., 2020

Unsupervised Constrative Person Re-identification.
CoRR, 2020

AutoPose: Searching Multi-Scale Branch Aggregation for Pose Estimation.
CoRR, 2020

Single Image Deraining via Scale-space Invariant Attention Neural Network.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

FasterSeg: Searching for Faster Real-time Semantic Segmentation.
Proceedings of the 8th International Conference on Learning Representations, 2020

Semi-Supervised Graph Convolutional Hashing Network For Large-Scale Cross-Modal Retrieval.
Proceedings of the IEEE International Conference on Image Processing, 2020

ADRN: Attention-Based Deep Residual Network for Hyperspectral Image Denoising.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Real Time Visual Tracking using Spatial-Aware Temporal Aggregation Network.
CoRR, 2019

Multi-Scale Depthwise Separable Convolutional Neural Network for Hyperspectral Image Classification.
Proceedings of the Digital TV and Wireless Multimedia Communication, 2019

Hyperspectral Image Super-Resolution Using Multi-scale Feature Pyramid Network.
Proceedings of the Digital TV and Wireless Multimedia Communication, 2019

2018
Learning Temporal Dynamics for Video Super-Resolution: A Deep Learning Approach.
IEEE Trans. Image Process., 2018

Optimal route selection based on Monte Carlo method and adaptive amoeba algorithm under uncertain environment.
Int. J. Parallel Emergent Distributed Syst., 2018

A Modified D Numbers' Integration for Multiple Attributes Decision Making.
Int. J. Fuzzy Syst., 2018

Color-Guided Depth Map Super-Resolution via Joint Graph Laplacian and Gradient Consistency Regularization.
Proceedings of the 20th IEEE International Workshop on Multimedia Signal Processing, 2018

When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Noise-Aware Super-Resolution of Depth Maps Via Graph-Based Plug-And-Play Framework.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017
Greedy Batch-Based Minimum-Cost Flows for Tracking Multiple Objects.
IEEE Trans. Image Process., 2017

Mapping the world population one building at a time.
CoRR, 2017

Building Detection from Satellite Images on a Global Scale.
CoRR, 2017

When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach.
CoRR, 2017

Depth Image Denoising via Collaborative Graph Fourier Transform.
Proceedings of the Digital TV and Wireless Multimedia Communication, 2017

Robust Video Super-Resolution with Learned Temporal Dynamics.
Proceedings of the IEEE International Conference on Computer Vision, 2017

2016
Feedback convolutional neural network in applications of computer vision
PhD thesis, 2016

Feedback Neural Network for Weakly Supervised Geo-Semantic Segmentation.
CoRR, 2016

Analyzing User Preference for Social Image Recommendation.
CoRR, 2016

Consensus Oriented Recommendation.
Proceedings of the 9th International Symposium on Computational Intelligence and Design, 2016

2015
Dynamic compact thermal model of high power light emitting diode.
Microelectron. Reliab., 2015

Localizing web videos using social images.
Inf. Sci., 2015

Decentralized Recommender Systems.
CoRR, 2015

Transient multiexponential signals analysis using Bayesian deconvolution.
Appl. Math. Comput., 2015

Sparsity-based joint gaze correction and face beautification for conferencing video.
Proceedings of the 2015 Visual Communications and Image Processing, 2015

Look and Think Twice: Capturing Top-Down Visual Attention with Feedback Convolutional Neural Networks.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Understanding image structure via hierarchical shape parsing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Toward Statistical Modeling of Saccadic Eye-Movement and Visual Saliency.
IEEE Trans. Image Process., 2014

Where should I stand? Learning based human position recommendation for mobile photographing.
Multim. Tools Appl., 2014

Joint gaze-correction and beautification of DIBR-synthesized human face via dual sparse coding.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Multimedia Classification.
Proceedings of the Data Classification: Algorithms and Applications, 2014

2013
Bidirectional-isomorphic manifold learning at image semantic understanding & representation.
Multim. Tools Appl., 2013

Design and Application of the Feedback and Tracking System for Nuclear Power Unit Maintenance Technical Issues.
Proceedings of the Ninth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2013

Structured Textons for texture representation.
Proceedings of the IEEE International Conference on Image Processing, 2013

Localizing Web Videos from Heterogeneous Images.
Proceedings of the Late-Breaking Developments in the Field of Artificial Intelligence, 2013

2012
Context-Aware Semi-Local Feature Detector.
ACM Trans. Intell. Syst. Technol., 2012

The scale of edges.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
Video indexing and recommendation based on affective analysis of viewers.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Unsupervised fast anomaly detection in crowds.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Learning heterogeneous data for hierarchical web video classification.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Sparse representation based visual element analysis.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Video stabilization based on saliency driven SIFT matching and discriminative RANSAC.
Proceedings of the ICIMCS 2011, 2011

Contextual dictionaries for image super resolution.
Proceedings of the ICIMCS 2011, 2011

A spatiotemporal context phrase description for general dynamic texture.
Proceedings of the ICIMCS 2011, 2011

2010
A rotation and scale invariant texture description approach.
Proceedings of the Visual Communications and Image Processing 2010, 2010

A Fast Video Transcoder from Wyner-Ziv to AVS.
Proceedings of the Advances in Multimedia Information Processing - PCM 2010, 2010

Saliency detection based on short-term sparse representation.
Proceedings of the International Conference on Image Processing, 2010

Visual saliency as sequential eye fixation probability.
Proceedings of the International Conference on Image Processing, 2010

A robust texture descriptor using multifractal analysis with Gabor filter.
Proceedings of the Second International Conference on Internet Multimedia Computing and Service, 2010

Visual topic model for web image annotation.
Proceedings of the Second International Conference on Internet Multimedia Computing and Service, 2010

Exploring statistical properties for semantic annotation: sparse distributed and convergent assumptions for keywords.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
An Approach for Model Composition and Verification.
Proceedings of the International Conference on Networked Computing and Advanced Information Management, 2009

What is a complete set of keywords for image description & annotation on the web.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

VisualCor system: search actor correlations in TV series.
Proceedings of the First International Conference on Internet Multimedia Computing and Service, 2009

Quantitative Analysis for Requirements Evolution.
Proceedings of the 2009 International Asia Conference on Informatics in Control, 2009

2008
Static Web Protection Algorithm based on Chord Ring.
Proceedings of the Fourth International Conference on Semantics, Knowledge and Grid, 2008

Vision-Based Semi-supervised Homecare with Spatial Constraint.
Proceedings of the Advances in Multimedia Information Processing, 2008

Attention-driven action retrieval with DTW-based 3d descriptor matching.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Place retrieval with graph-based place-view model.
Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

Cross-media manifold learning for image retrieval & annotation.
Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

Clustering-based subspace SVM ensemble for relevance feedback learning.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Text Particles Multi-band Fusion for Robust Text Detection.
Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

2005
A Petri Net Extended With Stochastic Priced Transition.
Proceedings of the 2005 IEEE International Conference on e-Business Engineering (ICEBE 2005), 2005


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