Ran He

Orcid: 0000-0002-3807-991X

Affiliations:
  • Center for Research on Intelligent Perception and Computing, Beijing, China
  • Chinese Academy of Sciences, Institute of Automation, Beijing, China
  • University of Chinese Academy of Sciences, Beijing, China


According to our database1, Ran He authored at least 297 papers between 2007 and 2024.

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

Timeline

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Bibliography

2024
MAPS: A Noise-Robust Progressive Learning Approach for Source-Free Domain Adaptive Keypoint Detection.
IEEE Trans. Circuits Syst. Video Technol., March, 2024

Recognizing Predictive Substructures With Subgraph Information Bottleneck.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2024

RISTRA: Recursive Image Super-Resolution Transformer With Relativistic Assessment.
IEEE Trans. Multim., 2024

ViTAR: Vision Transformer with Any Resolution.
CoRR, 2024

DiffMAC: Diffusion Manifold Hallucination Correction for High Generalization Blind Face Restoration.
CoRR, 2024

InfiMM-HD: A Leap Forward in High-Resolution Multimodal Understanding.
CoRR, 2024

A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation.
CoRR, 2024

Connecting the Dots: Collaborative Fine-tuning for Black-Box Vision-Language Models.
CoRR, 2024

Towards Eliminating Hard Label Constraints in Gradient Inversion Attacks.
CoRR, 2024

Can We Trust the Unlabeled Target Data? Towards Backdoor Attack and Defense on Model Adaptation.
CoRR, 2024

Not all Minorities are Equal: Empty-Class-Aware Distillation for Heterogeneous Federated Learning.
CoRR, 2024

Heterogeneous Test-Time Training for Multi-Modal Person Re-identification.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Theme-Aware Aesthetic Distribution Prediction With Full-Resolution Photographs.
IEEE Trans. Neural Networks Learn. Syst., November, 2023

ProxyMix: Proxy-based Mixup training with label refinery for source-free domain adaptation.
Neural Networks, October, 2023

Towards Lightweight Pixel-Wise Hallucination for Heterogeneous Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

ScoreMix: A Scalable Augmentation Strategy for Training GANs With Limited Data.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

Audio-Driven Dubbing for User Generated Contents via Style-Aware Semi-Parametric Synthesis.
IEEE Trans. Circuits Syst. Video Technol., March, 2023

Memory Uncertainty Learning for Real-World Single Image Deraining.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Diverse features discovery transformer for pedestrian attribute recognition.
Eng. Appl. Artif. Intell., March, 2023

Masked Relation Learning for DeepFake Detection.
IEEE Trans. Inf. Forensics Secur., 2023

Contextual Measures for Iris Recognition.
IEEE Trans. Inf. Forensics Secur., 2023

Iterative embedding distillation for open world vehicle recognition.
Pattern Recognit., 2023

Multimodal Prompt Perceiver: Empower Adaptiveness, Generalizability and Fidelity for All-in-One Image Restoration.
CoRR, 2023

Portrait Diffusion: Training-free Face Stylization with Chain-of-Painting.
CoRR, 2023

Exploring Straighter Trajectories of Flow Matching with Diffusion Guidance.
CoRR, 2023

ScaleCrafter: Tuning-free Higher-Resolution Visual Generation with Diffusion Models.
CoRR, 2023

Video-CSR: Complex Video Digest Creation for Visual-Language Models.
CoRR, 2023

Video-Teller: Enhancing Cross-Modal Generation with Fusion and Decoupling.
CoRR, 2023

Thought Propagation: An Analogical Approach to Complex Reasoning with Large Language Models.
CoRR, 2023

RMT: Retentive Networks Meet Vision Transformers.
CoRR, 2023

Learning Cross-modality Information Bottleneck Representation for Heterogeneous Person Re-Identification.
CoRR, 2023

Towards Realistic Unsupervised Fine-tuning with CLIP.
CoRR, 2023

Test-Time Adaptation for Backdoor Defense.
CoRR, 2023

Improving Zero-Shot Generalization for CLIP with Synthesized Prompts.
CoRR, 2023

Benchmarking Test-Time Adaptation against Distribution Shifts in Image Classification.
CoRR, 2023

Rethinking Local Perception in Lightweight Vision Transformer.
CoRR, 2023

SOSR: Source-Free Image Super-Resolution with Wavelet Augmentation Transformer.
CoRR, 2023

A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts.
CoRR, 2023

AUTO: Adaptive Outlier Optimization for Online Test-Time OOD Detection.
CoRR, 2023

AdaptGuard: Defending Against Universal Attacks for Model Adaptation.
CoRR, 2023

Learning-to-Rank Meets Language: Boosting Language-Driven Ordering Alignment for Ordinal Classification.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Lightweight Vision Transformer with Bidirectional Interaction.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

TALL: Thumbnail Layout for Deepfake Video Detection.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Pluralistic Aging Diffusion Autoencoder.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Modify: Model-Driven Face Stylization Without Style Images.
Proceedings of the IEEE International Conference on Acoustics, 2023


Mind the Label Shift of Augmentation-based Graph OOD Generalization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023


Fine-Grained Face Sketch-Photo Synthesis with Text-Guided Diffusion Models.
Proceedings of the Pattern Recognition - 7th Asian Conference, 2023

Uncertainty-Guided Test-Time Training for Face Forgery Detection.
Proceedings of the Pattern Recognition - 7th Asian Conference, 2023

2022
Towards More Discriminative and Robust Iris Recognition by Learning Uncertain Factors.
IEEE Trans. Inf. Forensics Secur., 2022

Everybody's Talkin': Let Me Talk as You Want.
IEEE Trans. Inf. Forensics Secur., 2022

Memory-Modulated Transformer Network for Heterogeneous Face Recognition.
IEEE Trans. Inf. Forensics Secur., 2022

Attributes Guided Feature Learning for Vehicle Re-Identification.
IEEE Trans. Emerg. Top. Comput. Intell., 2022

Cross-Spectral Iris Recognition by Learning Device-Specific Band.
IEEE Trans. Circuits Syst. Video Technol., 2022

Structure-aware conditional variational auto-encoder for constrained molecule optimization.
Pattern Recognit., 2022

Deep momentum uncertainty hashing.
Pattern Recognit., 2022

PSGAN++: Robust Detail-Preserving Makeup Transfer and Removal.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Source Data-Absent Unsupervised Domain Adaptation Through Hypothesis Transfer and Labeling Transfer.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

DVG-Face: Dual Variational Generation for Heterogeneous Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Vision Transformer with Super Token Sampling.
CoRR, 2022

Parallel Augmentation and Dual Enhancement for Occluded Person Re-identification.
CoRR, 2022

Finding Diverse and Predictable Subgraphs for Graph Domain Generalization.
CoRR, 2022

A Survey of Trustworthy Graph Learning: Reliability, Explainability, and Privacy Protection.
CoRR, 2022

Styleverse: Towards Identity Stylization across Heterogeneous Domains.
CoRR, 2022

Prior-Guided Multi-scale Fusion Transformer for Face Attribute Recognition.
Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

Style-Based Attentive Network for Real-World Face Hallucination.
Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

Orthogonal Transformer: An Efficient Vision Transformer Backbone with Token Orthogonalization.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Are You Stealing My Model? Sample Correlation for Fingerprinting Deep Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Order-aware Human Interaction Manipulation.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Fine-Grained Cross-Modal Retrieval with Triple-Streamed Memory Fusion Transformer Encoder.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Improving Subgraph Recognition with Variational Graph Information Bottleneck.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

DINE: Domain Adaptation from Single and Multiple Black-box Predictors.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Rethinking Image Cropping: Exploring Diverse Compositions from Global Views.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Confidence-Calibrated Face Image Forgery Detection with Contrastive Representation Distillation.
Proceedings of the Computer Vision - ACCV 2022, 2022

Interact, Embed, and EnlargE: Boosting Modality-Specific Representations for Multi-Modal Person Re-identification.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Talking Faces: Audio-to-Video Face Generation.
Proceedings of the Handbook of Digital Face Manipulation and Detection, 2022

2021
Partial NIR-VIS Heterogeneous Face Recognition With Automatic Saliency Search.
IEEE Trans. Inf. Forensics Secur., 2021

FA-GAN: Face Augmentation GAN for Deformation-Invariant Face Recognition.
IEEE Trans. Inf. Forensics Secur., 2021

High-Fidelity Face Manipulation With Extreme Poses and Expressions.
IEEE Trans. Inf. Forensics Secur., 2021

Inconsistency-Aware Wavelet Dual-Branch Network for Face Forgery Detection.
IEEE Trans. Biom. Behav. Identity Sci., 2021

Coupled adversarial learning for semi-supervised heterogeneous face recognition.
Pattern Recognit., 2021

LAMP-HQ: A Large-Scale Multi-pose High-Quality Database and Benchmark for NIR-VIS Face Recognition.
Int. J. Comput. Vis., 2021

AutoDet: Pyramid Network Architecture Search for Object Detection.
Int. J. Comput. Vis., 2021

Selective Wavelet Attention Learning for Single Image Deraining.
Int. J. Comput. Vis., 2021

Deep Audio-visual Learning: A Survey.
Int. J. Autom. Comput., 2021

Towards the Explanation of Graph Neural Networks in Digital Pathology with Information Flows.
CoRR, 2021

UMAD: Universal Model Adaptation under Domain and Category Shift.
CoRR, 2021

Toward Accurate and Reliable Iris Segmentation Using Uncertainty Learning.
CoRR, 2021

Learning Causal Representation for Face Transfer across Large Appearance Gap.
CoRR, 2021

Universal Face Restoration With Memorized Modulation.
CoRR, 2021

Everything's Talkin': Pareidolia Face Reenactment.
CoRR, 2021

Distill and Fine-tune: Effective Adaptation from a Black-box Source Model.
CoRR, 2021

CM-NAS: Rethinking Cross-Modality Neural Architectures for Visible-Infrared Person Re-Identification.
CoRR, 2021

Graph Information Bottleneck for Subgraph Recognition.
Proceedings of the 9th International Conference on Learning Representations, 2021

Invisible Backdoor Attack with Sample-Specific Triggers.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

CM-NAS: Cross-Modality Neural Architecture Search for Visible-Infrared Person Re-Identification.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Visual-Semantic Transformer for Face Forgery Detection.
Proceedings of the International IEEE Joint Conference on Biometrics, 2021

Contrastive Uncertainty Learning for Iris Recognition with Insufficient Labeled Samples.
Proceedings of the International IEEE Joint Conference on Biometrics, 2021

Self-Augmented Heterogeneous Face Recognition.
Proceedings of the International IEEE Joint Conference on Biometrics, 2021

Pareidolia Face Reenactment.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

FaceInpainter: High Fidelity Face Adaptation to Heterogeneous Domains.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Memory Oriented Transfer Learning for Semi-Supervised Image Deraining.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Information Bottleneck Disentanglement for Identity Swapping.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

ReMix: Towards Image-to-Image Translation With Limited Data.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Heterogeneous Facial Analysis and Synthesis
Springer Briefs in Computer Science, Springer, ISBN: 978-981-13-9147-7, 2020

Progressively Refined Face Detection Through Semantics-Enriched Representation Learning.
IEEE Trans. Inf. Forensics Secur., 2020

Recurrent Prediction With Spatio-Temporal Attention for Crowd Attribute Recognition.
IEEE Trans. Circuits Syst. Video Technol., 2020

ScleraSegNet: An Attention Assisted U-Net Model for Accurate Sclera Segmentation.
IEEE Trans. Biom. Behav. Identity Sci., 2020

BLAN: Bi-directional ladder attentive network for facial attribute prediction.
Pattern Recognit., 2020

Deep label refinement for age estimation.
Pattern Recognit., 2020

Learning disentangling and fusing networks for face completion under structured occlusions.
Pattern Recognit., 2020

Adversarial Cross-Spectral Face Completion for NIR-VIS Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

A Survey of Deep Facial Attribute Analysis.
Int. J. Comput. Vis., 2020

Learning an Evolutionary Embedding via Massive Knowledge Distillation.
Int. J. Comput. Vis., 2020

A General Framework for Deep Supervised Discrete Hashing.
Int. J. Comput. Vis., 2020

Disentangled Representation Learning of Makeup Portraits in the Wild.
Int. J. Comput. Vis., 2020

Towards High Fidelity Face Frontalization in the Wild.
Int. J. Comput. Vis., 2020

Backdoor Attack with Sample-Specific Triggers.
CoRR, 2020

Lets Play Music: Audio-driven Performance Video Generation.
CoRR, 2020

P<sup>2</sup> Net: Augmented Parallel-Pyramid Net for Attention Guided Pose Estimation.
CoRR, 2020

Recapture as You Want.
CoRR, 2020

Cosmetic-Aware Makeup Cleanser.
CoRR, 2020

Augmented Parallel-Pyramid Net for Attention Guided Pose-Estimation.
CoRR, 2020

Groupwise Ranking Loss for Multi-Label Learning.
IEEE Access, 2020

AOT: Appearance Optimal Transport Based Identity Swapping for Forgery Detection.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Dual-Structure Disentangling Variational Generation for Data-Limited Face Parsing.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Beautify As You Like.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

InteractGAN: Learning to Generate Human-Object Interaction.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Arbitrary Talking Face Generation via Attentional Audio-Visual Coherence Learning.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Let's Play Music: Audio-Driven Performance Video Generation.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Image Inpainting with Contrastive Relation Network.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Talking Face Generation via Learning Semantic and Temporal Synchronous Landmarks.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Exemplar Guided Cross-Spectral Face Hallucination via Mutual Information Disentanglement.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Attentional Wavelet Network for Traditional Chinese Painting Transfer.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Free-Form Image Inpainting via Contrastive Attention Network.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

$P^{2}$ Net: Augmented Parallel-Pyramid Net for Attention Guided Pose Estimation.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Unsupervised Contrastive Photo-to-Caricature Translation based on Auto-distortion.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

MEAD: A Large-Scale Audio-Visual Dataset for Emotional Talking-Face Generation.
Proceedings of the Computer Vision - ECCV 2020, 2020

A Balanced and Uncertainty-Aware Approach for Partial Domain Adaptation.
Proceedings of the Computer Vision - ECCV 2020, 2020

Hierarchical Face Aging Through Disentangled Latent Characteristics.
Proceedings of the Computer Vision - ECCV 2020, 2020

TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search.
Proceedings of the Computer Vision - ECCV 2020, 2020

Informative Sample Mining Network for Multi-domain Image-to-Image Translation.
Proceedings of the Computer Vision - ECCV 2020, 2020

GP-NAS: Gaussian Process Based Neural Architecture Search.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Cross-Spectral Face Hallucination via Disentangling Independent Factors.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Global and Local Consistent Wavelet-Domain Age Synthesis.
IEEE Trans. Inf. Forensics Secur., 2019

3D Aided Duet GANs for Multi-View Face Image Synthesis.
IEEE Trans. Inf. Forensics Secur., 2019

Exploring uncertainty in pseudo-label guided unsupervised domain adaptation.
Pattern Recognit., 2019

Learning a bi-level adversarial network with global and local perception for makeup-invariant face verification.
Pattern Recognit., 2019

Aggregating Randomized Clustering-Promoting Invariant Projections for Domain Adaptation.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Wasserstein CNN: Learning Invariant Features for NIR-VIS Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Wavelet Domain Generative Adversarial Network for Multi-scale Face Hallucination.
Int. J. Comput. Vis., 2019

Style-based Variational Autoencoder for Real-World Super-Resolution.
CoRR, 2019

LAMP-HQ: A Large-Scale Multi-Pose High-Quality Database for NIR-VIS Face Recognition.
CoRR, 2019

PSGAN: Pose-Robust Spatial-Aware GAN for Customizable Makeup Transfer.
CoRR, 2019

Pose Agnostic Cross-spectral Hallucination via Disentangling Independent Factors.
CoRR, 2019

Theme Aware Aesthetic Distribution Prediction with Full Resolution Photos.
CoRR, 2019

Attributes Guided Feature Learning for Vehicle Re-identification.
CoRR, 2019

Biphasic Learning of GANs for High-Resolution Image-to-Image Translation.
CoRR, 2019

PyramidBox++: High Performance Detector for Finding Tiny Face.
CoRR, 2019

M2FPA: A Multi-Yaw Multi-Pitch High-Quality Database and Benchmark for Facial Pose Analysis.
CoRR, 2019

UVA: A Universal Variational Framework for Continuous Age Analysis.
CoRR, 2019

High Fidelity Face Manipulation with Extreme Pose and Expression.
CoRR, 2019

Cross-spectral Face Completion for NIR-VIS Heterogeneous Face Recognition.
CoRR, 2019

Joint Iris Segmentation and Localization Using Deep Multi-task Learning Framework.
CoRR, 2019

Dual Variational Generation for Low Shot Heterogeneous Face Recognition.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Learning Disentangled Representation for Cross-Modal Retrieval with Deep Mutual Information Estimation.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Pose-preserving Cross Spectral Face Hallucination.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Pedestrian Attribute Recognition by Joint Visual-semantic Reasoning and Knowledge Distillation.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Neurons Merging Layer: Towards Progressive Redundancy Reduction for Deep Supervised Hashing.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Make a Face: Towards Arbitrary High Fidelity Face Manipulation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

M2FPA: A Multi-Yaw Multi-Pitch High-Quality Dataset and Benchmark for Facial Pose Analysis.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

ScleraSegNet: an Improved U-Net Model with Attention for Accurate Sclera Segmentation.
Proceedings of the 2019 International Conference on Biometrics, 2019

Distant Supervised Centroid Shift: A Simple and Efficient Approach to Visual Domain Adaptation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Cross-sensor iris recognition using adversarial strategy and sensor-specific information.
Proceedings of the 10th IEEE International Conference on Biometrics Theory, 2019

Semantic-Aware Makeup Cleanser.
Proceedings of the 10th IEEE International Conference on Biometrics Theory, 2019

Geometry-Aware Face Completion and Editing.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Visual-Semantic Graph Reasoning for Pedestrian Attribute Recognition.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Disentangled Variational Representation for Heterogeneous Face Recognition.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
DeMeshNet: Blind Face Inpainting for Deep MeshFace Verification.
IEEE Trans. Inf. Forensics Secur., 2018

A Light CNN for Deep Face Representation With Noisy Labels.
IEEE Trans. Inf. Forensics Secur., 2018

Robust linear representation via exploiting structure prior.
Pattern Recognit., 2018

Learning structured ordinal measures for video based face recognition.
Pattern Recognit., 2018

A Survey to Deep Facial Attribute Analysis.
CoRR, 2018

High-Resolution Talking Face Generation via Mutual Information Approximation.
CoRR, 2018

A Coupled Evolutionary Network for Age Estimation.
CoRR, 2018

Variational Capsules for Image Analysis and Synthesis.
CoRR, 2018

Load Balanced GANs for Multi-view Face Image Synthesis.
CoRR, 2018

IntroVAE: Introspective Variational Autoencoders for Photographic Image Synthesis.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Learning a High Fidelity Pose Invariant Model for High-resolution Face Frontalization.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Geometry Guided Adversarial Facial Expression Synthesis.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Conditional Expression Synthesis with Face Parsing Transformation.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Global and Local Consistent Age Generative Adversarial Networks.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Learning Discriminative Geodesic Flow Kernel for Unsupervised Domain Adaptation.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Protecting Your Faces: MeshFaces Generation and Removal via High-Order Relation-Preserving CycleGAN.
Proceedings of the 2018 International Conference on Biometrics, 2018

Pose-Guided Photorealistic Face Rotation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Adversarial Embedding and Variational Aggregation for Video Face Recognition.
Proceedings of the 9th IEEE International Conference on Biometrics Theory, 2018

Adversarial Occlusion-aware Face Detection.
Proceedings of the 9th IEEE International Conference on Biometrics Theory, 2018

X-GACMN: An X-Shaped Generative Adversarial Cross-Modal Network with Hypersphere Embedding.
Proceedings of the Computer Vision - ACCV 2018, 2018

Coupled Deep Learning for Heterogeneous Face Recognition.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Adversarial Discriminative Heterogeneous Face Recognition.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Anti-Makeup: Learning A Bi-Level Adversarial Network for Makeup-Invariant Face Verification.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Image Piece Learning for Weakly Supervised Semantic Segmentation.
IEEE Trans. Syst. Man Cybern. Syst., 2017

Deep Aesthetic Quality Assessment With Semantic Information.
IEEE Trans. Image Process., 2017

Editorial: Special issue on ubiquitous biometrics.
Pattern Recognit., 2017

Nonlinear Discrete Cross-Modal Hashing for Visual-Textual Data.
IEEE Multim., 2017

Learning Disentangling and Fusing Networks for Face Completion Under Structured Occlusions.
CoRR, 2017

Masquer Hunter: Adversarial Occlusion-aware Face Detection.
CoRR, 2017

Joint Adaptive Neighbours and Metric Learning for Multi-view Subspace Clustering.
CoRR, 2017

Robust Localized Multi-view Subspace Clustering.
CoRR, 2017

Deep Supervised Discrete Hashing.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Global Perception Feedback Convolutional Neural Networks.
Proceedings of the Advances in Image and Graphics Technologies - 12th Chinese conference, 2017

Unsupervised feature selection with ordinal locality.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Wavelet-SRNet: A Wavelet-Based CNN for Multi-scale Face Super Resolution.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Fast multi-view face alignment via multi-task auto-encoders.
Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

Automatic image cropping with aesthetic map and gradient energy map.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Recent Progress of Face Image Synthesis.
Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

Attention-Set Based Metric Learning for Video Face Recognition.
Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

Learning Invariant Deep Representation for NIR-VIS Face Recognition.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Self-Paced Learning: An Implicit Regularization Perspective.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Information Theoretic Subspace Clustering.
IEEE Trans. Neural Networks Learn. Syst., 2016

Transformation invariant subspace clustering.
Pattern Recognit., 2016

Joint Feature Selection and Subspace Learning for Cross-Modal Retrieval.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

DeMeshNet: Blind Face Inpainting for Deep MeshFace Verification.
CoRR, 2016

Visual Aesthetic Quality Assessment with Multi-task Deep Learning.
CoRR, 2016

Self-Paced Cross-Modal Subspace Matching.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Frustratingly Easy Cross-Modal Hashing.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Discrete Cross-Modal Hashing for Efficient Multimedia Retrieval.
Proceedings of the IEEE International Symposium on Multimedia, 2016

Topology preserving dictionary learning for pattern classification.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Locally imposing function for Generalized Constraint Neural Networks - A study on equality constraints.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Group-Invariant Cross-Modal Subspace Learning.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Localize heavily occluded human faces via deep segmentation.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Person identification from lip texture analysis.
Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016

Accurate mouth state estimation via convolutional neural networks.
Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016

Multi-task ConvNet for blind face inpainting with application to face verification.
Proceedings of the International Conference on Biometrics, 2016

Recent Advances on Cross-Domain Face Recognition.
Proceedings of the Biometric Recognition - 11th Chinese Conference, 2016

Simultaneous Feature and Sample Reduction for Image-Set Classification.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Discriminative Analysis Dictionary Learning.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Cross-Modal Subspace Learning via Pairwise Constraints.
IEEE Trans. Image Process., 2015

Robust Subspace Clustering With Complex Noise.
IEEE Trans. Image Process., 2015

Code Consistent Hashing Based on Information-Theoretic Criterion.
IEEE Trans. Big Data, 2015

Learning predictable binary codes for face indexing.
Pattern Recognit., 2015

Multi-view clustering via pairwise sparse subspace representation.
Neurocomputing, 2015

A Lightened CNN for Deep Face Representation.
CoRR, 2015

Two-Step Greedy Subspace Clustering.
Proceedings of the Advances in Multimedia Information Processing - PCM 2015, 2015

A Two-step Approach to Cross-modal Hashing.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Real-world gender recognition using multi-order LBP and localized multi-boost learning.
Proceedings of the IEEE International Conference on Identity, 2015

Multi-view Clustering via Structured Low-rank Representation.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Supervised topology preserving hashing.
Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

Adaptive multi-view clustering via cross trace lasso.
Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

Float greedy-search-based subspace clustering.
Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

Principal affinity based cross-modal retrieval.
Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

Global and local consistent multi-view subspace clustering.
Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

Joint space learning for video-based face recognition.
Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

2014
Robust Recognition via Information Theoretic Learning
Springer Briefs in Computer Science, Springer, ISBN: 978-3-319-07416-0, 2014

Gabor Ordinal Measures for Face Recognition.
IEEE Trans. Inf. Forensics Secur., 2014

Half-Quadratic-Based Iterative Minimization for Robust Sparse Representation.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Robust Recovery of Corrupted Low-RankMatrix by Implicit Regularizers.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Explore semantic pixel sets based local patterns with information entropy for face recognition.
EURASIP J. Image Video Process., 2014

Cross-Modal Learning via Pairwise Constraints.
CoRR, 2014

Transform-invariant dictionary learning for face recognition.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Semi-supervised subspace segmentation.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Jointly Learning Dictionaries and Subspace Structure for Video-Based Face Recognition.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Two-Stage Nonnegative Sparse Representation for Large-Scale Face Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2013

A fast convex conjugated algorithm for sparse recovery.
Neurocomputing, 2013

Robust spectral regression for face recognition.
Neurocomputing, 2013

Robust Subspace Clustering via Half-Quadratic Minimization.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Learning Coupled Feature Spaces for Cross-Modal Matching.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Learning Symmetry Features for Face Detection Based on Sparse Group Lasso.
Proceedings of the Biometric Recognition - 8th Chinese Conference, 2013

Coupled feature selection for cross-sensor iris recognition.
Proceedings of the IEEE Sixth International Conference on Biometrics: Theory, 2013

Robust Low-Rank Representation via Correntropy.
Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013

Margin Based Feature Selection for Cross-Sensor Iris Recognition via Linear Programming.
Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013

Multi-modal Subspace Learning with Joint Graph Regularization for Cross-Modal Retrieval.
Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013

Joint Alignment and Clustering via Low-Rank Representation.
Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013

2012
Agglomerative Mean-Shift Clustering.
IEEE Trans. Knowl. Data Eng., 2012

Extracting non-negative basis images using pixel dispersion penalty.
Pattern Recognit., 2012

Robust large margin discriminant tangent analysis for face recognition.
Neural Comput. Appl., 2012

Histograms of Gabor Ordinal Measures for face representation and recognition.
Proceedings of the 5th IAPR International Conference on Biometrics, 2012

l2, 1 Regularized correntropy for robust feature selection.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Structure Sparsity for Multi-camera Gait Recognition.
Proceedings of the Pattern Recognition - Chinese Conference, 2012

Active Shape Model Based on Sparse Representation.
Proceedings of the Biometric Recognition - 7th Chinese Conference, 2012

Semantic Pixel Sets Based Local Binary Patterns for Face Recognition.
Proceedings of the Computer Vision, 2012

2011
Robust Principal Component Analysis Based on Maximum Correntropy Criterion.
IEEE Trans. Image Process., 2011

Maximum Correntropy Criterion for Robust Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

A Regularized Correntropy Framework for Robust Pattern Recognition.
Neural Comput., 2011

Information-Theoretic Measures for Objective Evaluation of Classifications
CoRR, 2011

Robust view transformation model for gait recognition.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Nonnegative sparse coding for discriminative semi-supervised learning.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Recovery of corrupted low-rank matrices via half-quadratic based nonconvex minimization.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Principal component analysis based on non-parametric maximum entropy.
Neurocomputing, 2010

Two-Stage Sparse Representation for Robust Recognition on Large-Scale Database.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
Agglomerative Mean-Shift Clustering via Query Set Compression.
Proceedings of the SIAM International Conference on Data Mining, 2009

Robust Discriminant Analysis Based on Nonparametric Maximum Entropy.
Proceedings of the Advances in Machine Learning, 2009

2008
Regularized active shape model for shape alignment.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

2007
Structured Ordinal Features for Appearance-Based Object Representation.
Proceedings of the Analysis and Modeling of Faces and Gestures, 2007

Color Constancy Via Convex Kernel Optimization.
Proceedings of the Computer Vision, 2007


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