Shiming Ge

Orcid: 0000-0001-5293-310X

According to our database1, Shiming Ge authored at least 110 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Low-Resolution Object Recognition With Cross-Resolution Relational Contrastive Distillation.
IEEE Trans. Circuits Syst. Video Technol., April, 2024

Learning Shape-Biased Representations for Infrared Small Target Detection.
IEEE Trans. Multim., 2024

Multimodal Composition Example Mining for Composed Query Image Retrieval.
IEEE Trans. Image Process., 2024

Learning Contrast-Enhanced Shape-Biased Representations for Infrared Small Target Detection.
IEEE Trans. Image Process., 2024

DANCE: Dual-View Distribution Alignment for Dataset Condensation.
CoRR, 2024

Masked Face Recognition with Generative-to-Discriminative Representations.
CoRR, 2024

M3D: Dataset Condensation by Minimizing Maximum Mean Discrepancy.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Coupled Confusion Correction: Learning from Crowds with Sparse Annotations.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
WebUAV-3M: A Benchmark for Unveiling the Power of Million-Scale Deep UAV Tracking.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

Trustable Co-Label Learning From Multiple Noisy Annotators.
IEEE Trans. Multim., 2023

Learning Patch-Channel Correspondence for Interpretable Face Forgery Detection.
IEEE Trans. Image Process., 2023

Learning Privacy-Preserving Student Networks via Discriminative-Generative Distillation.
IEEE Trans. Image Process., 2023

Multi-Label Noise Transition Matrix Estimation with Label Correlations: Theory and Algorithm.
CoRR, 2023

Self-Supervised Transformer with Domain Adaptive Reconstruction for General Face Forgery Video Detection.
CoRR, 2023

Transferring Annotator- and Instance-dependent Transition Matrix for Learning from Crowds.
CoRR, 2023

Learning Differentially Private Probabilistic Models for Privacy-Preserving Image Generation.
CoRR, 2023

Personalized Federated Learning via Backbone Self-Distillation.
Proceedings of the ACM Multimedia Asia 2023, 2023

Federated Learning with Label-Masking Distillation.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Learning Generalized Representations for Open-Set Temporal Action Localization.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Model Conversion via Differentially Private Data-Free Distillation.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Bootstrapping Multi-View Representations for Fake News Detection.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Double-Blinded Finder: a two-side secure children face recognition system.
Wirel. Networks, 2022

Deepfake Video Detection via Predictive Representation Learning.
ACM Trans. Multim. Comput. Commun. Appl., 2022

Student Network Learning via Evolutionary Knowledge Distillation.
IEEE Trans. Circuits Syst. Video Technol., 2022

Efficient Video Grounding With Which-Where Reading Comprehension.
IEEE Trans. Circuits Syst. Video Technol., 2022

Structure injected weight normalization for training deep networks.
Multim. Syst., 2022

Robust Weight Perturbation for Adversarial Training.
CoRR, 2022

WebUAV-3M: A Benchmark Unveiling the Power of Million-Scale Deep UAV Tracking.
CoRR, 2022

Estimating Noise Transition Matrix with Label Correlations for Noisy Multi-Label Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Privacy-Preserving Student Learning with Differentially Private Data-Free Distillation.
Proceedings of the 24th IEEE International Workshop on Multimedia Signal Processing, 2022

Deepfake Video Detection with Spatiotemporal Dropout Transformer.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Robust Weight Perturbation for Adversarial Training.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Regularized Latent Space Exploration for Discriminative Face Super-Resolution.
Proceedings of the IEEE International Conference on Acoustics, 2022

Selective-Supervised Contrastive Learning with Noisy Labels.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Cascaded Correlation Refinement for Robust Deep Tracking.
IEEE Trans. Neural Networks Learn. Syst., 2021

Self-Guided Body Part Alignment With Relation Transformers for Occluded Person Re-Identification.
IEEE Signal Process. Lett., 2021

Skeleton-Based Action Recognition With Focusing-Diffusion Graph Convolutional Networks.
IEEE Signal Process. Lett., 2021

The 2nd Anti-UAV Workshop & Challenge: Methods and Results.
CoRR, 2021

Interpretable Face Manipulation Detection via Feature Whitening.
CoRR, 2021

Differentially Private Learning with Grouped Gradient Clipping.
Proceedings of the MMAsia '21: ACM Multimedia Asia, Gold Coast, Australia, December 1, 2021

Latent Pattern Sensing: Deepfake Video Detection via Predictive Representation Learning.
Proceedings of the MMAsia '21: ACM Multimedia Asia, Gold Coast, Australia, December 1, 2021

Detecting Deepfake Videos with Temporal Dropout 3DCNN.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Interpret The Predictions Of Deep Networks Via Re-Label Distillation.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

The Ninth Visual Object Tracking VOT2021 Challenge Results.
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Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020
Receptive Multi-Granularity Representation for Person Re-Identification.
IEEE Trans. Image Process., 2020

Spatiotemporal Knowledge Distillation for Efficient Estimation of Aerial Video Saliency.
IEEE Trans. Image Process., 2020

Efficient Low-Resolution Face Recognition via Bridge Distillation.
IEEE Trans. Image Process., 2020

Distilling Channels for Efficient Deep Tracking.
IEEE Trans. Image Process., 2020

Occluded Face Recognition in the Wild by Identity-Diversity Inpainting.
IEEE Trans. Circuits Syst. Video Technol., 2020

View-specific subspace learning and re-ranking for semi-supervised person re-identification.
Pattern Recognit., 2020

Attentive Deep Stitching and Quality Assessment for 360° Omnidirectional Images.
IEEE J. Sel. Top. Signal Process., 2020

Accurate UAV Tracking with Distance-Injected Overlap Maximization.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Talking Face Generation with Expression-Tailored Generative Adversarial Network.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Look Through Masks: Towards Masked Face Recognition with De-Occlusion Distillation.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Coupled-View Deep Classifier Learning from Multiple Noisy Annotators.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Look One and More: Distilling Hybrid Order Relational Knowledge for Cross-Resolution Image Recognition.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Accurate Temporal Action Proposal Generation with Relation-Aware Pyramid Network.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Ultrafast Video Attention Prediction with Coupled Knowledge Distillation.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Occluded Face Recognition by Identity-Preserving Inpainting.
Proceedings of the Cognitive Internet of Things: Frameworks, Tools and Applications, 2019

Low-Resolution Face Recognition in the Wild via Selective Knowledge Distillation.
IEEE Trans. Image Process., 2019

Secure face retrieval for group mobile users.
Soft Comput., 2019

Fast cascade face detection with pyramid network.
Pattern Recognit. Lett., 2019

Proposal pyramid networks for fast face detection.
Inf. Sci., 2019

ILGNet: inception modules with connected local and global features for efficient image aesthetic quality classification using domain adaptation.
IET Comput. Vis., 2019

Focusing and Diffusion: Bidirectional Attentive Graph Convolutional Networks for Skeleton-based Action Recognition.
CoRR, 2019

Discriminative Multiview Nonnegative Matrix Factorization for Classification.
IEEE Access, 2019

Adaptive Wavelet Filter With Edge Compensation for Remote Sensing Image Denoising.
IEEE Access, 2019

Aesthetic Attributes Assessment of Images.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Defending Against Adversarial Examples via Soft Decision Trees Embedding.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Fewer-Shots and Lower-Resolutions: Towards Ultrafast Face Recognition in the Wild.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Robust Deep Tracking with Two-step Augmentation Discriminative Correlation Filters.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

The Seventh Visual Object Tracking VOT2019 Challenge Results.
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Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019


Low-Resolution Face Recognition in the Wild with Mixed-Domain Distillation.
Proceedings of the Fifth IEEE International Conference on Multimedia Big Data, 2019

2018
Enhancing heterogeneous similarity estimation via neighborhood reversibility.
Multim. Tools Appl., 2018

Color image encryption in non-RGB color spaces.
Multim. Tools Appl., 2018

Image editing by object-aware optimal boundary searching and mixed-domain composition.
Comput. Vis. Media, 2018

Compressing and Accelerating Neural Network for Facial Point Localization.
Cogn. Comput., 2018

Error analysis and topology modifications of a self-organizing incremental neural network.
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

Predicting Aesthetic Radar Map Using a Hierarchical Multi-task Network.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Extracting Features of Interest from Small Deep Networks for Efficient Visual Tracking.
Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Generative image inpainting with neural features.
Proceedings of the 10th International Conference on Internet Multimedia Computing and Service, 2018

Predicting Aesthetic Score Distribution Through Cumulative Jensen-Shannon Divergence.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Geometry-Based Global Alignment for GSMS Remote Sensing Images.
Remote. Sens., 2017

Single Reference Image based Scene Relighting via Material Guided Filtering.
CoRR, 2017

Privacy Preserving Face Retrieval in the Cloud for Mobile Users.
CoRR, 2017

3D textured model encryption via 3D Lu chaotic mapping.
Sci. China Inf. Sci., 2017

Poster abstract: MicroBrain: Compressing deep neural networks for energy-efficient visual inference service.
Proceedings of the 2017 IEEE Conference on Computer Communications Workshops, 2017

Efficient privacy preserving Viola-Jones type object detection via random base image representation.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Compressing deep neural networks for efficient visual inference.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Discriminative Learning from Selective Recommendation and Its Application in AdaBoost.
Proceedings of the International Conference on Computational Science, 2017

Detecting Masked Faces in the Wild with LLE-CNNs.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

ScratchNet: Detecting the Scratches on Cellphone Screen.
Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

GeLoGo: Detecting TV Logos from Web-Scale Videos.
Proceedings of the Third IEEE International Conference on Multimedia Big Data, 2017

An Ultra-Fast and Energy-Efficient Object Tracker.
Proceedings of the Third IEEE International Conference on Multimedia Big Data, 2017

Try Everything: Detecting Occluded Faces by Cascading Outrageous Proposal Generation and Deep Convolutional Neural Network.
Proceedings of the Third IEEE International Conference on Multimedia Big Data, 2017

2016
Global image completion with joint sparse patch selection and optimal seam synthesis.
Signal Process., 2016

Learning multi-channel correlation filter bank for eye localization.
Neurocomputing, 2016

Traffic Sign Recognition Based on Attribute-Refinement Cascaded Convolutional Neural Networks.
Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

2015
Abnormal event detection via adaptive cascade dictionary learning.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Centroid location algorithm in three dimensions based on big data.
Proceedings of the 7th International Conference on Internet Multimedia Computing and Service, 2015

Target Domain Adaptation for Face Detection in a Smart Camera Network with Peer-to-Peer Communications.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

Negative-Supervised Cascaded Deep Learning for Traffic Sign Classification.
Proceedings of the Computer Vision - CCF Chinese Conference, 2015

2014
Poster: Crowdsourcing for video traffic surveillance.
Proceedings of the 12th Annual International Conference on Mobile Systems, 2014

Image Completion Using Global Patch Matching and Optimal Seam Synthesis.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Eye localization based on correlation filter bank.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Eye Localization Based on Multi-Channel Correlation Filter Bank.
Proceedings of the Pattern Recognition - 6th Chinese Conference, 2014

2009
A fast and effective outlier detection method for matching uncalibrated images.
Proceedings of the International Conference on Image Processing, 2009

A unified gradient domain method for seamless image processing.
Proceedings of the International Conference on Image Processing, 2009

Interactive sketch template creation from realistic pictures for tracing applications.
Proceedings of the First International Conference on Internet Multimedia Computing and Service, 2009


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