2025
Clean-Label Attack on Face Authentication Systems Through Rolling Shutter Mechanism.
IEEE Signal Process. Lett., 2025
2024
Temporal Diversified Self-Contrastive Learning for Generalized Face Forgery Detection.
IEEE Trans. Circuits Syst. Video Technol., December, 2024
Multi-teacher Universal Distillation Based on Information Hiding for Defense Against Facial Manipulation.
Int. J. Comput. Vis., November, 2024
Disentangled Feature Representation for Few-Shot Image Classification.
IEEE Trans. Neural Networks Learn. Syst., August, 2024
Domain Generalization with Small Data.
Int. J. Comput. Vis., August, 2024
Learning Robust Shape Regularization for Generalizable Medical Image Segmentation.
IEEE Trans. Medical Imaging, July, 2024
Synthetic-Aperture Radar Radio-Frequency Interference Suppression Based on Regularized Optimization Feature Decomposition Network.
Remote. Sens., July, 2024
Privacy-Preserving Constrained Domain Generalization Via Gradient Alignment.
IEEE Trans. Knowl. Data Eng., May, 2024
Generalization Beyond Feature Alignment: Concept Activation-Guided Contrastive Learning.
IEEE Trans. Image Process., 2024
Robust Domain Misinformation Detection via Multi-Modal Feature Alignment.
IEEE Trans. Inf. Forensics Secur., 2024
S-Adapter: Generalizing Vision Transformer for Face Anti-Spoofing With Statistical Tokens.
IEEE Trans. Inf. Forensics Secur., 2024
PolSAR Ship Characterization and Robust Detection at Different Grazing Angles With Polarimetric Roll-Invariant Features.
IEEE Trans. Geosci. Remote. Sens., 2024
M$^{3}$3FAS: An Accurate and Robust MultiModal Mobile Face Anti-Spoofing System.
IEEE Trans. Dependable Secur. Comput., 2024
Universal and extensible language-vision models for organ segmentation and tumor detection from abdominal computed tomography.
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Medical Image Anal., 2024
Data-model-interactive enhancement-based Francis turbine unit health condition assessment using graph driven health benchmark model.
Expert Syst. Appl., 2024
Machine learning-driven high-fidelity ensemble surrogate modeling of Francis turbine unit based on data-model interactive simulation.
Eng. Appl. Artif. Intell., 2024
Medchain: Bridging the Gap Between LLM Agents and Clinical Practice through Interactive Sequential Benchmarking.
CoRR, 2024
Efficient Nonlinear Function Approximation in Analog Resistive Crossbars for Recurrent Neural Networks.
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CoRR, 2024
Large Language Models for Lossless Image Compression: Next-Pixel Prediction in Language Space is All You Need.
CoRR, 2024
Test-time adaptation for image compression with distribution regularization.
CoRR, 2024
Deep Signature: Characterization of Large-Scale Molecular Dynamics.
CoRR, 2024
Towards Data-Centric Face Anti-Spoofing: Improving Cross-domain Generalization via Physics-based Data Synthesis.
CoRR, 2024
Open-Set Deepfake Detection: A Parameter-Efficient Adaptation Method with Forgery Style Mixture.
CoRR, 2024
Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning.
CoRR, 2024
Exposing AI-generated Videos: A Benchmark Dataset and a Local-and-Global Temporal Defect Based Detection Method.
CoRR, 2024
Gradient-Congruity Guided Federated Sparse Training.
CoRR, 2024
MoE-FFD: Mixture of Experts for Generalized and Parameter-Efficient Face Forgery Detection.
CoRR, 2024
Log Neural Controlled Differential Equations: The Lie Brackets Make A Difference.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Neuron Activation Coverage: Rethinking Out-of-distribution Detection and Generalization.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Target-agnostic Source-free Domain Adaptation for Regression Tasks.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Event Trojan: Asynchronous Event-Based Backdoor Attacks.
Proceedings of the Computer Vision - ECCV 2024, 2024
Imaging Interiors: An Implicit Solution to Electromagnetic Inverse Scattering Problems.
Proceedings of the Computer Vision - ECCV 2024, 2024
TELLER: A Trustworthy Framework for Explainable, Generalizable and Controllable Fake News Detection.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
2023
Evolving Domain Generalization via Latent Structure-Aware Sequential Autoencoder.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2023
Quad-Pol SAR Data Reconstruction from Dual-Pol SAR Mode Based on a Multiscale Feature Aggregation Network.
Remote. Sens., September, 2023
Deep-Reinforcement-Learning-Based Wireless IoT Device Identification Using Channel State Information.
Symmetry, July, 2023
Adaptive Speckle Filter for Multi-Temporal PolSAR Image with Multi-Dimensional Information Fusion.
Remote. Sens., July, 2023
Dynamic Expert-Knowledge Ensemble for Generalizable Video Quality Assessment.
IEEE Trans. Circuits Syst. Video Technol., June, 2023
Asymmetric Modality Translation for Face Presentation Attack Detection.
IEEE Trans. Multim., 2023
Benchmarking Single-Image Reflection Removal Algorithms.
IEEE Trans. Pattern Anal. Mach. Intell., 2023
Neuron Coverage-Guided Domain Generalization.
IEEE Trans. Pattern Anal. Mach. Intell., 2023
Pixel-Inconsistency Modeling for Image Manipulation Localization.
CoRR, 2023
The Age of Synthetic Realities: Challenges and Opportunities.
CoRR, 2023
NPVForensics: Jointing Non-critical Phonemes and Visemes for Deepfake Detection.
CoRR, 2023
Rehearsal-Free Domain Continual Face Anti-Spoofing: Generalize More and Forget Less.
CoRR, 2023
Robust Cross-domain CT Image Reconstruction via Bayesian Noise Uncertainty Alignment.
CoRR, 2023
Learning Dynamic Graph Embeddings with Neural Controlled Differential Equations.
CoRR, 2023
M3FAS: An Accurate and Robust MultiModal Mobile Face Anti-Spoofing System.
CoRR, 2023
A Tutorial on Domain Generalization.
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023
Enhancing General Face Forgery Detection via Vision Transformer with Low-Rank Adaptation.
Proceedings of the 6th IEEE International Conference on Multimedia Information Processing and Retrieval, 2023
Trustworthy Machine Learning: Robustness, Generalization, and Interpretability.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Temporal Coherent Test Time Optimization for Robust Video Classification.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Rehearsal-Free Domain Continual Face Anti-Spoofing: Generalize More and Forget Less.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Two-Branch Multi-Scale Deep Neural Network for Generalized Document Recapture Attack Detection.
Proceedings of the IEEE International Conference on Acoustics, 2023
Cross-Domain Object Classification Via Successive Subspace Alignment.
Proceedings of the IEEE International Conference on Acoustics, 2023
Rethinking Sensors Modeling: Hierarchical Information Enhanced Traffic Forecasting.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
Interpretable Multimodal Misinformation Detection with Logic Reasoning.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
2022
Variational Disentanglement for Domain Generalization.
Trans. Mach. Learn. Res., 2022
Domain-invariant Feature Exploration for Domain Generalization.
Trans. Mach. Learn. Res., 2022
One-Class Knowledge Distillation for Face Presentation Attack Detection.
IEEE Trans. Inf. Forensics Secur., 2022
Beyond the Pixel World: A Novel Acoustic-Based Face Anti-Spoofing System for Smartphones.
IEEE Trans. Inf. Forensics Secur., 2022
Detect and Locate: Exposing Face Manipulation by Semantic- and Noise-Level Telltales.
IEEE Trans. Inf. Forensics Secur., 2022
Learning Meta Pattern for Face Anti-Spoofing.
IEEE Trans. Inf. Forensics Secur., 2022
Appearance Matters, So Does Audio: Revealing the Hidden Face via Cross-Modality Transfer.
IEEE Trans. Circuits Syst. Video Technol., 2022
Detection of GAN-Generated Images by Estimating Artifact Similarity.
IEEE Signal Process. Lett., 2022
Source Model and Triggered Aseismic Faulting of the 2021 Mw 7.3 Maduo Earthquake Revealed by the UAV-Lidar/Photogrammetry, InSAR, and Field Investigation.
Remote. Sens., 2022
GMFAD: Towards Generalized Visual Recognition via Multilayer Feature Alignment and Disentanglement.
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Man-Made Target Structure Recognition With Polarimetric Correlation Pattern and Roll-Invariant Feature Coding.
IEEE Geosci. Remote. Sens. Lett., 2022
Toward domain generalized pruning by scoring out-of-distribution importance.
CoRR, 2022
Digital and Physical Face Attacks: Reviewing and One Step Further.
CoRR, 2022
One-Class Knowledge Distillation for Face Presentation Attack Detection.
CoRR, 2022
Hybrid RSS-TDOA Measurements Based Directional Target Localization in NLOS Environments.
Proceedings of the 95th IEEE Vehicular Technology Conference, 2022
Cross-lingual transfer learning for statistical type inference.
Proceedings of the ISSTA '22: 31st ACM SIGSOFT International Symposium on Software Testing and Analysis, Virtual Event, South Korea, July 18, 2022
Multi-Temporal PolSAR Image Classification Based on Polarimetric Scattering Tensor Eigenvalue Decomposition and Deep CNN Model.
Proceedings of the IEEE International Conference on Signal Processing, 2022
Generalizing to Evolving Domains with Latent Structure-Aware Sequential Autoencoder.
Proceedings of the International Conference on Machine Learning, 2022
Rethinking Attention-Model Explainability through Faithfulness Violation Test.
Proceedings of the International Conference on Machine Learning, 2022
Towards Multi-Modal Sarcasm Detection via Hierarchical Congruity Modeling with Knowledge Enhancement.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Low-Light Image Enhancement with Normalizing Flow.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Frame-Wise Detection of Double HEVC Compression by Learning Deep Spatio-Temporal Representations in Compression Domain.
IEEE Trans. Multim., 2021
No-Reference Screen Content Image Quality Assessment With Unsupervised Domain Adaptation.
IEEE Trans. Image Process., 2021
Adversarial Multiple-Target Domain Adaptation for Fault Classification.
IEEE Trans. Instrum. Meas., 2021
Camera Invariant Feature Learning for Generalized Face Anti-Spoofing.
IEEE Trans. Inf. Forensics Secur., 2021
DRL-FAS: A Novel Framework Based on Deep Reinforcement Learning for Face Anti-Spoofing.
IEEE Trans. Inf. Forensics Secur., 2021
Detection of Spoofing Medium Contours for Face Anti-Spoofing.
IEEE Trans. Circuits Syst. Video Technol., 2021
Comprehensive Investigation of Capabilities of the Left-Looking InSAR Observations in Coseismic Surface Deformation Mapping and Faulting Model Estimation Using Multi-Pass Measurements: An Example of the 2016 Kumamoto, Japan Earthquake.
Remote. Sens., 2021
PolSAR Ship Detection with Optimal Polarimetric Rotation Domain Features and SVM.
Remote. Sens., 2021
Special issue on low complexity methods for multimedia security.
Multim. Syst., 2021
Face Image Reflection Removal.
Int. J. Comput. Vis., 2021
Unsupervised Domain Adaptation in the Wild via Disentangling Representation Learning.
Int. J. Comput. Vis., 2021
Variational Disentanglement for Domain Generalization.
CoRR, 2021
Detect and Locate: A Face Anti-Manipulation Approach with Semantic and Noise-level Supervision.
CoRR, 2021
Cross-Lingual Adaptation for Type Inference.
CoRR, 2021
Privacy-Preserving Constrained Domain Generalization for Medical Image Classification.
CoRR, 2021
A Residual Correction Approach for Semi-supervised Semantic Segmentation.
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021
Benchmarking the Robustness of Spatial-Temporal Models Against Corruptions.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021
Embracing the Dark Knowledge: Domain Generalization Using Regularized Knowledge Distillation.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
Man-Made Targets Characterization with Polarimetric Correlation Pattern Interpretation Tool.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
Heterogeneous Domain Adaptation via Nonlinear Matrix Factorization.
IEEE Trans. Neural Networks Learn. Syst., 2020
Exposing Fake Bitrate Videos Using Hybrid Deep-Learning Network From Recompression Error.
IEEE Trans. Circuits Syst. Video Technol., 2020
Detection of Computer Graphics Using Attention-Based Dual-Branch Convolutional Neural Network from Fused Color Components.
Sensors, 2020
Discovering and incorporating latent target-domains for domain adaptation.
Pattern Recognit., 2020
CoRRN: Cooperative Reflection Removal Network.
IEEE Trans. Pattern Anal. Mach. Intell., 2020
Face Anti-Spoofing With Deep Neural Network Distillation.
IEEE J. Sel. Top. Signal Process., 2020
Light Can Hack Your Face! Black-box Backdoor Attack on Face Recognition Systems.
CoRR, 2020
No-reference Quality Assessment with Unsupervised Domain Adaptation.
CoRR, 2020
The Enhancement of Underexposed Images with Blurred Reflectance.
Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020
Improving Robustness of DNNs against Common Corruptions via Gaussian Adversarial Training.
Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020
Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Low-Dose CT Image Blind Denoising with Graph Convolutional Networks.
Proceedings of the Neural Information Processing - 27th International Conference, 2020
Maximizing Lifetime of Delay-Tolerant Sensor Networks With a Mobile Sink.
Proceedings of the 9th IEEE/CIC International Conference on Communications in China, 2020
Heterogeneous Domain Generalization Via Domain Mixup.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Unseen Face Presentation Attack Detection with Hypersphere Loss.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Reflection Scene Separation From a Single Image.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
2019
Exposing Video Compression History by Detecting Transcoded HEVC Videos from AVC Coding.
Symmetry, 2019
Multi-Label-Based Similarity Learning for Vehicle Re-Identification.
IEEE Access, 2019
Detection of Fake Images Via The Ensemble of Deep Representations from Multi Color Spaces.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Heterogeneous Transfer Learning via Deep Matrix Completion with Adversarial Kernel Embedding.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Unsupervised Domain Adaptation for Face Anti-Spoofing.
IEEE Trans. Inf. Forensics Secur., 2018
Learning Generalized Deep Feature Representation for Face Anti-Spoofing.
IEEE Trans. Inf. Forensics Secur., 2018
Computer Graphics Identification Combining Convolutional and Recurrent Neural Networks.
IEEE Signal Process. Lett., 2018
Domain Generalization With Adversarial Feature Learning.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Multi-task Mid-level Feature Alignment Network for Unsupervised Cross-Dataset Person Re-Identification.
Proceedings of the British Machine Vision Conference 2018, 2018
2017
Memetic algorithm based location and topic aware recommender system.
Knowl. Based Syst., 2017
Image Recapture Detection with Convolutional and Recurrent Neural Networks.
Proceedings of the Media Watermarking, Security, and Forensics 2017, Burlingame, CA, USA, 29 January 2017, 2017
2016
Image Sharpness Assessment by Sparse Representation.
IEEE Trans. Multim., 2016
Multi-objective optimization for long tail recommendation.
Knowl. Based Syst., 2016
Color space identification from single images.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
Face spoofing detection with image quality regression.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016
2015
Blurred Image Splicing Localization by Exposing Blur Type Inconsistency.
IEEE Trans. Inf. Forensics Secur., 2015
GridSAR: Grid strength and regularity for robust evaluation of blocking artifacts in JPEG images.
J. Vis. Commun. Image Represent., 2015
2013
A novel low-power filter design via reduced-precision redundancy for voltage overscaling applications.
Proceedings of the 2013 IEEE Global Communications Conference, 2013
2012
Research on media player based on Android.
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012