- Fairness-Aware Grouping for Continuous Sensitive Variables: Application for Debiasing Face Analysis with respect to Skin Tone
2025/07/15 by Veronika Shilova, Shilova, Veronika, Emmanuel Malherbe +7 · 2 citations
Computer Science · Materials Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis #Machine Learning (cs.LG) #Textile materials and evaluations
- Truncated Cauchy Combination Test: a Robust and Powerful P-value Combination Method with Arbitrary Correlations
2025/06/14 by Bo Chen, Chen, Bo, Wei Xu +3 · 1 citation
Computer Science · Decision Sciences · Mathematics · #Advanced Statistical Methods and Models #Applications (stat.AP) #FOS: Computer and information sciences #Face and Expression Recognition #Methodology (stat.ME) #Optimal Experimental Design Methods
- Efficient Robust Conformal Prediction via Lipschitz-Bounded Networks
2025/06/05 by Thomas Masséna, Léo Andéol, Massena, Thomas +11 · 2 citations
Computer Science · #Face and Expression Recognition #Neural Networks and Applications
- 50 Years of Automated Face Recognition
2025/05/30 by Minchul Kim, Kim, Minchul, Anil Jain +3 · 2 citations
Computer Science · #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis
- Inverse Optimization via Learning Feasible Regions
2025/05/21 by Ke Ren, Peyman Mohajerin Esfahani, Ren, Ke +3 · 3 citations
Computer Science · #Face and Expression Recognition #Metaheuristic Optimization Algorithms Research
- Improving the Euclidean Diffusion Generation of Manifold Data by Mitigating Score Function Singularity
2025/05/15 by Zichen Liu, Liu, Zichen, Wei Zhang +3 · 3 citations
Computer Science · Mathematics · #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Morphological variations and asymmetry
- Dual-level Fuzzy Learning with Patch Guidance for Image Ordinal Regression
2025/05/09 by Chunlai Dong, Dong, Chunlai, Haochao Ying +9 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Imbalanced Data Classification Techniques #Machine Learning and Data Classification
- Robust AI-Generated Face Detection with Imbalanced Data
2025/05/04 by Yamini Sri Krubha, Aryana Hou, Krubha, Yamini Sri +10 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis #Imbalanced Data Classification Techniques
- Preconditioned Gradient Descent for Over-Parameterized Nonconvex Matrix Factorization
2025/04/13 by Jialun Zhang, Zhang, Gavin, Salar Fattahi +3 · 4 citations
Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
- Transformer Learns Optimal Variable Selection in Group-Sparse Classification
2025/04/11 by Chenyang Zhang, Zhang, Chenyang, Xuran Meng +3 · 2 citations
Computer Science · #Face and Expression Recognition
- SapiensID: Foundation for Human Recognition
2025/04/07 by Minchul Kim, Kim, Minchul, Dingqiang Ye +7 · 5 citations
Computer Science · #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis
- SpectR: Dynamically Composing LM Experts with Spectral Routing
2025/04/04 by William Fleshman, Benjamin Van Durme, Fleshman, William +1 · 2 citations
Computer Science · #Face and Expression Recognition #Target Tracking and Data Fusion in Sensor Networks #Domain Adaptation and Few-Shot Learning
- Data Synthesis with Diverse Styles for Face Recognition via 3DMM-Guided Diffusion
2025/04/01 by Yuxi Mi, Mi, Yuxi, Yuge Huang +15 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
- Decoupled Distillation to Erase: A General Unlearning Method for Any Class-centric Tasks
2025/03/31 by Yu Zhou, Dian Zheng, Zhou, Yu +9 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis
- Riemannian Optimization on Relaxed Indicator Matrix Manifold
2025/03/26 by Jinghui Yuan, Fangyuan Xie, Yuan, Jinghui +5 · 2 citations
Computer Science · #Stochastic Gradient Optimization Techniques #Advanced Graph Neural Networks #Face and Expression Recognition
- Weak-to-Strong Generalization Even in Random Feature Networks, Provably
2025/03/04 by Medvedev, Marko, Kaifeng Lyu, Dingli Yu +8 · 1 citation
Computer Science · #Face and Expression Recognition #Neural Networks and Applications #Anomaly Detection Techniques and Applications
- UIFace: Unleashing Inherent Model Capabilities to Enhance Intra-Class Diversity in Synthetic Face Recognition
2025/02/27 by Yuge Huang, Lin, Xiao, Jianqing Xu +8 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis
- Global Graph Propagation with Hierarchical Information Transfer for Incomplete Contrastive Multi-view Clustering
2025/02/26 by Guoqing Chao, Kaixin Xu, Chao, Guoqing +5 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG)
- Implicit Bias of Gradient Descent for Non-Homogeneous Deep Networks
2025/02/22 by Yuhang Cai, Cai, Yuhang, Kangjie Zhou +9 · 1 citation
Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
- Spectral decomposition-assisted multi-study factor analysis
2025/02/20 by Lorenzo Mauri, Mauri, Lorenzo, Niccolò Anceschi +3 · 2 citations
Computer Science · #Computation (stat.CO) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (stat.ML) #Methodology (stat.ME) #Technology and Data Analysis
- Generalization error bound for denoising score matching under relaxed manifold assumption
2025/02/19 by Konstantin Yakovlev, Nikita Puchkin, Yakovlev, Konstantin +1 · 4 citations
Computer Science · #Face and Expression Recognition
- A Scalable Nystrom-Based Kernel Two-Sample Test with Permutations
2025/02/19 by Antoine Chatalic, Chatalic, Antoine, Marco Letizia +5 · 2 citations
Computer Science · Engineering · Mathematics · #Face and Expression Recognition #Sparse and Compressive Sensing Techniques #Advanced Statistical Methods and Models
- Sample Efficient Omniprediction and Downstream Swap Regret for Non-Linear Losses
2025/02/18 by Jiuyao Lu, Aaron Roth, Lu, Jiuyao +3 · 4 citations
Computer Science · #Bayesian Modeling and Causal Inference #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Towards Self-Supervised Covariance Estimation in Deep Heteroscedastic Regression
2025/02/14 by Megh Shukla, Shukla, Megh, Shameem, Aziz +4 · 2 citations
Computer Science · #Face and Expression Recognition
- Optimal Algorithms in Linear Regression under Covariate Shift: On the Importance of Precondition
2025/02/13 by Yuanshi Liu, Liu, Yuanshi, Haihan Zhang +5 · 2 citations
Computer Science · Mathematics · #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Statistical and numerical algorithms
- On the query complexity of sampling from non-log-concave distributions
2025/02/10 by Yuchen He, He, Yuchen, Chihao Zhang +1 · 3 citations
Computer Science · #Bayesian Methods and Mixture Models #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
- Inverse Problem Sampling in Latent Space Using Sequential Monte Carlo
2025/02/09 by Idan Achituve, Achituve, Idan, Hai Victor Habi +9 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Face and Expression Recognition #Gaussian Processes and Bayesian Inference #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Neural Networks and Applications #electronic engineering #information engineering
- Faster Approximation Algorithms for k-Center via Data Reduction
2025/02/09 by Arnold Filtser, Shaofeng H. -C. Jiang, Filtser, Arnold +11 · 2 citations
Computer Science · #Face and Expression Recognition
- Implicit Bias of Spectral Descent and Muon on Multiclass Separable Data
2025/02/07 by Fan Chen, Mark Schmidt, Fan, Chen +3 · 9 citations
Computer Science · Business, Management and Accounting · #Face and Expression Recognition #Customer churn and segmentation #Imbalanced Data Classification Techniques
- Pursuing Better Decision Boundaries for Long-Tailed Object Detection via Category Information Amount
2025/02/06 by Yanbiao Ma, Wei Dai, Ma, Yanbiao +3 · 2 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Image Processing Techniques and Applications
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