Weihong Deng
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Weihong Dengcomputer-science Degrees
Computer Science
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Algorithms
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Machine Learning
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Artificial Intelligence
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Computer Science
Weihong Deng's Degrees
- Bachelors Computer Science Peking University
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Why Is Weihong Deng Influential?
(Suggest an Edit or Addition)Weihong Deng's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Deep Visual Domain Adaptation: A Survey (2018) (1282)
- Deep Face Recognition: A Survey (2018) (755)
- Deep Facial Expression Recognition: A Survey (2018) (749)
- Extended SRC: Undersampled Face Recognition via Intraclass Variant Dictionary (2012) (579)
- Reliable Crowdsourcing and Deep Locality-Preserving Learning for Expression Recognition in the Wild (2017) (579)
- Very deep convolutional neural network based image classification using small training sample size (2015) (553)
- Comments on "Globally Maximizing, Locally Minimizing: Unsupervised Discriminant Projection with Application to Face and Palm Biometrics" (2007) (388)
- Reliable Crowdsourcing and Deep Locality-Preserving Learning for Unconstrained Facial Expression Recognition (2019) (326)
- Mixed High-Order Attention Network for Person Re-Identification (2019) (231)
- Cross-Age LFW: A Database for Studying Cross-Age Face Recognition in Unconstrained Environments (2017) (230)
- Racial Faces in the Wild: Reducing Racial Bias by Information Maximization Adaptation Network (2018) (214)
- Cross-Pose LFW : A Database for Studying Cross-Pose Face Recognition in Unconstrained Environments (2018) (208)
- Learning temporal features using LSTM-CNN architecture for face anti-spoofing (2015) (191)
- Discriminative Multimetric Learning for Kinship Verification (2014) (190)
- In Defense of Sparsity Based Face Recognition (2013) (188)
- Multi-manifold deep metric learning for image set classification (2015) (181)
- Simultaneous Feature and Dictionary Learning for Image Set Based Face Recognition (2014) (137)
- Mitigating Bias in Face Recognition Using Skewness-Aware Reinforcement Learning (2019) (129)
- Face Recognition via Collaborative Representation: Its Discriminant Nature and Superposed Representation (2018) (117)
- Robust, accurate and efficient face recognition from a single training image: A uniform pursuit approach (2010) (110)
- Noisy Softmax: Improving the Generalization Ability of DCNN via Postponing the Early Softmax Saturation (2017) (105)
- Unequal-Training for Deep Face Recognition With Long-Tailed Noisy Data (2019) (97)
- Identity-aware CycleGAN for face photo-sketch synthesis and recognition (2020) (71)
- Transform-Invariant PCA: A Unified Approach to Fully Automatic FaceAlignment, Representation, and Recognition (2014) (70)
- Equidistant prototypes embedding for single sample based face recognition with generic learning and incremental learning (2014) (65)
- Unsupervised Face Normalization With Extreme Pose and Expression in the Wild (2019) (63)
- Reconstruction-Based Metric Learning for Unconstrained Face Verification (2015) (63)
- Fine-grained face verification: FGLFW database, baselines, and human-DCMN partnership (2017) (62)
- Towards Transferable Adversarial Attack Against Deep Face Recognition (2020) (61)
- Representative Forgery Mining for Fake Face Detection (2021) (48)
- Face Recognition Using a Unified 3D Morphable Model (2016) (47)
- Blended Emotion in-the-Wild: Multi-label Facial Expression Recognition Using Crowdsourced Annotations and Deep Locality Feature Learning (2018) (47)
- Fair Loss: Margin-Aware Reinforcement Learning for Deep Face Recognition (2019) (46)
- Age Estimation Guided Convolutional Neural Network for Age-Invariant Face Recognition (2017) (46)
- Signal-To-Noise Ratio: A Robust Distance Metric for Deep Metric Learning (2019) (46)
- Hybrid-Attention Based Decoupled Metric Learning for Zero-Shot Image Retrieval (2019) (45)
- A Deeper Look at Facial Expression Dataset Bias (2019) (45)
- The small sample size problem of ICA: A comparative study and analysis (2012) (41)
- Global-Local GCN: Large-Scale Label Noise Cleansing for Face Recognition (2020) (40)
- Face Feature Extraction: A Complete Review (2018) (38)
- Compressive Binary Patterns: Designing a Robust Binary Face Descriptor with Random-Field Eigenfilters (2019) (38)
- Relative Uncertainty Learning for Facial Expression Recognition (2021) (37)
- Gabor-Eigen-Whiten-Cosine: A Robust Scheme for Face Recognition (2005) (36)
- Virtual Class Enhanced Discriminative Embedding Learning (2018) (34)
- Learning Better Features for Face Detection with Feature Fusion and Segmentation Supervision (2018) (32)
- Deep face recognition with clustering based domain adaptation (2020) (31)
- A high-performance training-free approach for hand gesture recognition with accelerometer (2014) (31)
- Deep Emotion Transfer Network for Cross-database Facial Expression Recognition (2018) (30)
- SFace: Sigmoid-Constrained Hypersphere Loss for Robust Face Recognition (2021) (29)
- Adversarial Learning With Margin-Based Triplet Embedding Regularization (2019) (29)
- Deep Unsupervised Domain Adaptation for Face Recognition (2018) (29)
- Emulating biological strategies for uncontrolled face recognition (2010) (26)
- Lighting-aware face frontalization for unconstrained face recognition (2017) (26)
- Recurrent convolutional neural network for video classification (2016) (25)
- Face Transformer for Recognition (2021) (25)
- Energy Confused Adversarial Metric Learning for Zero-Shot Image Retrieval and Clustering (2019) (24)
- Facial landmark localization by enhanced convolutional neural network (2018) (23)
- Compressing Fisher Vector for Robust Face Recognition (2017) (22)
- Domain Generalization via Shuffled Style Assembly for Face Anti-Spoofing (2022) (22)
- APA: Adaptive Pose Alignment for Pose-Invariant Face Recognition (2019) (22)
- Racial Faces in-the-Wild: Reducing Racial Bias by Deep Unsupervised Domain Adaptation (2018) (21)
- Point Adversarial Self-Mining: A Simple Method for Facial Expression Recognition (2020) (21)
- Improving Retrieval Performance by Global Analysis (2006) (21)
- One-shot deep neural network for pose and illumination normalization face recognition (2016) (21)
- Locality preserving and global discriminant projection with prior information (2010) (20)
- Boosting-POOF: Boosting Part Based One vs One Feature for Facial Expression Recognition in the Wild (2017) (19)
- Deep Correlation Feature Learning for Face Verification in the Wild (2017) (19)
- Learning a locality discriminating projection for classification (2009) (18)
- Learn From All: Erasing Attention Consistency for Noisy Label Facial Expression Recognition (2022) (18)
- From one to many: Pose-Aware Metric Learning for single-sample face recognition (2017) (17)
- Triple-GAN: Progressive Face Aging with Triple Translation Loss (2020) (17)
- PropagationNet: Propagate Points to Curve to Learn Structure Information (2020) (17)
- Meta Balanced Network for Fair Face Recognition (2021) (16)
- Unsupervised adaptive hashing based on feature clustering (2019) (16)
- Deep embedding learning with adaptive large margin N-pair loss for image retrieval and clustering (2019) (15)
- Generate to Adapt: Resolution Adaption Network for Surveillance Face Recognition (2020) (15)
- Orthogonality Loss: Learning Discriminative Representations for Face Recognition (2021) (14)
- RAF-AU Database: In-the-Wild Facial Expressions with Subjective Emotion Judgement and Objective AU Annotations (2020) (12)
- Extended Supervised Descent Method for Robust Face Alignment (2014) (12)
- Fourier Locally Linear Soft Constrained MACE for facial landmark localization (2016) (12)
- Precise eye localization by fast local linear SVM (2014) (12)
- Monitoring visual focus of attention via local discriminant projection (2008) (11)
- DeepEmo: Real-world facial expression analysis via deep learning (2015) (11)
- Deep Transfer Network with 3D Morphable Models for Face Recognition (2018) (11)
- Comment on "100% Accuracy in Automatic Face Recognition" (2008) (11)
- Fine-grained LFW database (2016) (10)
- MLFW: A Database for Face Recognition on Masked Faces (2021) (9)
- Federated Learning for Face Recognition with Gradient Correction (2021) (9)
- Improved community structure discovery algorithm based on combined clique percolation method and K-means algorithm (2020) (9)
- A Multi-Modal Approach for Driver Gaze Prediction to Remove Identity Bias (2020) (9)
- Local Subclass Constraint for Facial Expression Recognition in the Wild (2018) (9)
- Self-restraint object recognition by model based CNN learning (2016) (8)
- Weakly-supervised deep self-learning for face recognition (2016) (8)
- Class-Balanced Training for Deep Face Recognition (2020) (8)
- Exploring Features and Attributes in Deep Face Recognition Using Visualization Techniques (2019) (8)
- Learning Multi-Granularity Temporal Characteristics for Face Anti-Spoofing (2022) (8)
- Handwritten Chinese character recognition using Local Discriminant Projection with Prior Information (2008) (8)
- Linear Ranking Analysis (2014) (7)
- Detecting Overlapped Objects in X-Ray Security Imagery by a Label-Aware Mechanism (2022) (7)
- Robust Discriminant Analysis of Latent Semantic Feature for Text Categorization (2006) (7)
- Adaptive Label Noise Cleaning with Meta-Supervision for Deep Face Recognition (2021) (7)
- Deep Difference Analysis in Similar-looking Face recognition (2018) (7)
- Distortion Minimization Hashing (2017) (7)
- Robust Discriminant Analysis of Gabor Feature for Face Recognition (2007) (7)
- Face Anti-Spoofing Using Transformers With Relation-Aware Mechanism (2022) (7)
- Deep Local Descriptors with Domain Adaptation (2018) (6)
- Locality discriminating indexing for document classification (2007) (6)
- Learning Local Responses of Facial Landmarks with Conditional Variational Auto-Encoder for Face Alignment (2017) (6)
- Adaptive LPQ: An efficient descriptor for blurred face recognition (2015) (6)
- Blur-Robust Face Recognition via Transformation Learning (2014) (6)
- APA: Adaptive Pose Alignment for Robust Face Recognition (2019) (5)
- Real world expression recognition: A highly imbalanced detection problem (2016) (5)
- ALMN: Deep Embedding Learning with Geometrical Virtual Point Generating (2018) (5)
- Pose-invariant face recognition using 3D multi-depth generic elastic models (2015) (5)
- Adaptive Quotient Image with 3D Generic Elastic Models for Pose and Illumination Invariant Face Recognition (2015) (5)
- Cycle label-consistent networks for unsupervised domain adaptation (2021) (5)
- A high-performance training-free approach for hand gesture recognition with accelerometer (2013) (4)
- Cross-Generating GAN for Facial Identity Preserving (2018) (4)
- Augmented Geometric Distillation for Data-Free Incremental Person ReID (2022) (4)
- Face Recognition via Compact Fisher Vector (2015) (4)
- Task Specific Networks for Identity and Face Variation (2018) (4)
- Statistical Color Model Based Adult Video Filter (2012) (4)
- Boosting Facial Expression Recognition by A Semi-Supervised Progressive Teacher (2022) (4)
- Robust Face Recognition from One Training Sample per Person (2005) (4)
- Generative Model With Coordinate Metric Learning for Object Recognition Based on 3D Models (2017) (4)
- Exploring Disentangled Content Information for Face Forgery Detection (2022) (3)
- Robust Fisher Linear Discriminant Model for Dimensionality Reduction (2006) (3)
- Online Regression of Grandmother-Cell Responses with Visual Experience Learning for Face Recognition (2014) (3)
- Robust eye detection via sparse representation (2012) (3)
- Locally Rejected Metric Learning Based False Positives Filtering for Face Detection (2015) (3)
- OPOM: Customized Invisible Cloak Towards Face Privacy Protection (2022) (3)
- Dynamic Training Data Dropout for Robust Deep Face Recognition (2022) (3)
- Identifying Rhythmic Patterns for Face Forgery Detection and Categorization (2021) (3)
- Disentangling Identity and Pose for Facial Expression Recognition (2022) (3)
- H-AT: Hybrid Attention Transfer for Knowledge Distillation (2020) (3)
- Regularization techniques for high-dimensional data analysis (2017) (3)
- Recognizing Compound Emotional Expression in Real-World Using Metric Learning Method (2016) (3)
- PCA-LDANet: A Simple Feature Learning Method for Image Classification (2017) (3)
- Omni-supervised Facial Expression Recognition: A Simple Baseline (2020) (3)
- Deep probabilities for age estimation (2017) (3)
- 2D projective transformation based active shape model for facial feature location (2011) (3)
- Face Recognition Using a Unified 3 D Morphable Model (2016) (2)
- Real-World Facial Expression Recognition Using Metric Learning Method (2016) (2)
- CNN-Based Age Classification via Transfer Learning (2017) (2)
- ZigzagNet: Efficient Deep Learning for Real Object Recognition Based on 3D Models (2016) (2)
- Semi-supervised Learning Based on Label Propagation through Submanifold (2009) (2)
- Locating facial features by robust active shape model (2010) (2)
- DH-AUG: DH Forward Kinematics Model Driven Augmentation for 3D Human Pose Estimation (2022) (2)
- Attention-Based Template Adaptation for Face Verification (2017) (2)
- Facial Attractiveness Prediction by Deep Adaptive Label Distribution Learning (2019) (2)
- Face recognition with compressed Fisher vector on multiscale convolutional features (2018) (2)
- Metric Classification Network in Actual Face Recognition Scene (2019) (2)
- Gabor Feature Based Classification Using LDA/QZ Algorithm for Face Recognition (2006) (2)
- Metric-Promoted Siamese Network for Gender Classification (2017) (2)
- Dual Gaussian Modeling for Deep Face Embeddings (2022) (1)
- Supervised hashing with extreme learning machine (2017) (1)
- Constrained Spectral Clustering on Face Annotation System (2016) (1)
- Oracle-MNIST: a Realistic Image Dataset for Benchmarking Machine Learning Algorithms (2022) (1)
- Binary matching for high-dimensional image descriptors (2015) (1)
- Practical pose normalizaiton for pose-invariant face recognition (2015) (1)
- Geometry-aware metric learning for similar face recognition (2016) (1)
- Learning Locality Discriminating Indexing for Text Categorization (2007) (1)
- Sum-Fusion and Cascaded Interpolation for Semantic Image Segmentation (2017) (1)
- Transformed Principal Gradient Orientation for Robust and Precise Batch Face Alignment (2014) (1)
- Facial Expression Intensity Estimation Based on CNN Features and RankBoost (2017) (1)
- Max-K-Min Distance Analysis for Dimension Reduction (2014) (1)
- AF-Softmax for Face Recognition (2018) (1)
- FIE-GAN: Illumination Enhancement Network for Face Recognition (2021) (1)
- A Linear Max K-min classifier (2012) (1)
- Illumination-Recovered Pose Normalization for Unconstrained Face Recognition (2016) (1)
- Multi-view Correlation based Black-box Adversarial Attack for 3D Object Detection (2021) (1)
- A Clustering Algorithm Based on Adaptive Subcluster Merging (2007) (1)
- Saliency Region Detection via Graph Model and Statistical Learning (2016) (1)
- Efficient Image Super-Resolution with Feature Interaction Weighted Hybrid Network (2022) (1)
- Simultaneous blurred face restoration and recognition (2015) (1)
- Confusion-Based Metric Learning for Regularizing Zero-Shot Image Retrieval and Clustering. (2022) (1)
- Integrative labeling based statistical color models with application to skin detection (2012) (1)
- Evaluation of Smile Detection Methods with Images in Real-World Scenarios (2014) (1)
- Unsupervised Structure-Texture Separation Network for Oracle Character Recognition (2022) (1)
- Face recognition based on random feature (2015) (1)
- FGAN: Fan-Shaped GAN for Racial Transformation (2020) (1)
- Deep transfer network for face recognition using 3D synthesized face (2017) (1)
- Selective Pseudo-Labeling with Reinforcement Learning for Semi-Supervised Domain Adaptation (2020) (1)
- Pose Aided Deep Convolutional Neural Networks for Face Alignment (2016) (0)
- Dive into the Resolution Augmentations and Metrics in Low Resolution Face Recognition: A Plain yet Effective New Baseline (2023) (0)
- A Computationally Efficient Algorithm for Building Statistical Color Models (2012) (0)
- EMD Based Face Gender Discrimination (2006) (0)
- Deep Rank Learning for Facial Attractiveness (2017) (0)
- Face Clustering via Adaptive Aggregation of Clean Neighbors (2022) (0)
- Gradient Attention Balance Network: Mitigating Face Recognition Racial Bias via Gradient Attention (2023) (0)
- Momentum Distillation Improves Multimodal Sentiment Analysis (2022) (0)
- Learning Facial Point Response for Alignment by Purely Convolutional Network (2016) (0)
- Weihong Deng , Recognition " Comment on " 100 % Accuracy in Automatic Face (2010) (0)
- Unsupervised Evaluation of Out-of-distribution Detection: A Data-centric Perspective (2023) (0)
- Transferring discriminative knowledge via connective momentum clustering on person re-identification (2022) (0)
- Noise-resistant local binary pattern based on random projection (2015) (0)
- Omni-supervised Facial Expression Recognition via Distilled Data (2020) (0)
- Augmented Face Representation Learning via Transitive Distillation (2021) (0)
- Blended Emotion in-the-Wild: Multi-label Facial Expression Recognition Using Crowdsourced Annotations and Deep Locality Feature Learning (2018) (0)
- Semi-Supervised 2D Human Pose Estimation Driven by Position Inconsistency Pseudo Label Correction Module (2023) (0)
- Metric Learning Energy Confused Adversarial Metric Learning A A C D C ? D ? (2018) (0)
- Rank Beauty (2016) (0)
- Saliency detection based on multi-cue and multi-scale with cellular automata (2016) (0)
- Face Recognition Using Local PCA Filters (2015) (0)
- TBIOM Special Issue on Trustworthy Biometrics-Editorial (2022) (0)
- Model and Data Agreement for Learning with Noisy Labels (2022) (0)
- Intensity Estimation of the Real-World Facial Expression (2016) (0)
- Robust Supervised Hashing (2016) (0)
- Adaptive Face Recognition Using Adversarial Information Network (2022) (0)
- LWFD: A Simple Light-Weight Network for Face Detection (2019) (0)
- Dual Dominant Local Binary Descriptor for Face Recognition (2019) (0)
- CornerFormer: Boosting Corner Representation for Fine-Grained Structured Reconstruction (2023) (0)
- AdaptiveNet: Toward an Efficient Face Alignment Algorithm (2019) (0)
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