von Mises-Fisher Mixture Model-based Deep learning: Application to Face Verification

13 June 2017

Papers citing "von Mises-Fisher Mixture Model-based Deep learning: Application to Face Verification"

25 / 25 papers shown

Title
Mitigating Bias in Facial Recognition Systems: Centroid Fairness Loss Optimization Jean-Rémy Conti Stéphan Clémençon 17 0 0 27 Apr 2025
vMF-Contact: Uncertainty-aware Evidential Learning for Probabilistic Contact-grasp in Noisy Clutter Yitian Shi Edgar Welte Maximilian Gilles Rania Rayyes 38 3 0 06 Nov 2024
A Coding-Theoretic Analysis of Hyperspherical Prototypical Learning Geometry Martin Lindström Borja Rodríguez Gálvez Ragnar Thobaben Mikael Skoglund 40 0 0 10 Jul 2024
On Kernel-based Variational Autoencoder Tian Qin Wei-Min Huang DRL BDL 66 1 0 21 May 2024
A Bayesian Approach to OOD Robustness in Image Classification Prakhar Kaushik Adam Kortylewski Alan L. Yuille 26 1 0 12 Mar 2024
Maximally Compact and Separated Features with Regular Polytope Networks F. Pernici Matteo Bruni C. Baecchi A. Bimbo 26 19 0 15 Jan 2023
Assessing Uncertainty in Similarity Scoring: Performance & Fairness in Face Recognition Jean-Rémy Conti Stéphan Clémençon UQCV 16 3 0 14 Nov 2022
Generalized Inter-class Loss for Gait Recognition Weichen Yu Hongyuan Yu Yan Huang Liang Wang CVBM 32 12 0 13 Oct 2022
Towards Calibrated Hyper-Sphere Representation via Distribution Overlap Coefficient for Long-tailed Learning Hualiang Wang Siming Fu Xiaoxuan He Han Fang Zuozhu Liu Haoji Hu 32 17 0 22 Aug 2022
SBPF: Sensitiveness Based Pruning Framework For Convolutional Neural Network On Image Classification Yihe Lu Maoguo Gong Wei Zhao Kaiyuan Feng Hao Li VLM 29 0 0 09 Aug 2022
Self-supervised learning with rotation-invariant kernels Léon Zheng Gilles Puy E. Riccietti Patrick Pérez Rémi Gribonval SSL 19 2 0 28 Jul 2022
Probabilistic Spherical Discriminant Analysis: An Alternative to PLDA for length-normalized embeddings Niko Brummer Albert Swart Ladislav Movsner Anna Silnova Oldvrich Plchot Themos Stafylakis Lukávs Burget 26 5 0 28 Mar 2022
No Shifted Augmentations (NSA): compact distributions for robust self-supervised Anomaly Detection Mohamed Yousef Marcel R. Ackermann Unmesh Kurup Tom E. Bishop OODD OOD 40 3 0 19 Mar 2022
Non-isotropy Regularization for Proxy-based Deep Metric Learning Karsten Roth Oriol Vinyals Zeynep Akata 24 36 0 16 Mar 2022
Visualizing the Emergence of Intermediate Visual Patterns in DNNs Mingjie Li Shaobo Wang Quanshi Zhang 32 11 0 05 Nov 2021
On The Distribution of Penultimate Activations of Classification Networks Minkyo Seo Yoonho Lee Suha Kwak UQCV 18 4 0 05 Jul 2021
von Mises-Fisher Loss: An Exploration of Embedding Geometries for Supervised Learning Tyler R. Scott Andrew C. Gallagher Michael C. Mozer 25 39 0 29 Mar 2021
Riemannian Continuous Normalizing Flows Emile Mathieu Maximilian Nickel AI4CE 27 119 0 18 Jun 2020
PF-cpGAN: Profile to Frontal Coupled GAN for Face Recognition in the Wild Fariborz Taherkhani Veeru Talreja J. Dawson Matthew C. Valenti Nasser M. Nasrabadi CVBM GAN 31 15 0 25 Apr 2020
Hyperspherical Prototype Networks Pascal Mettes Elise van der Pol Cees G. M. Snoek 24 123 0 29 Jan 2019
Visual Concepts and Compositional Voting Jianyu Wang Zhishuai Zhang Cihang Xie Yuyin Zhou Vittal Premachandran Jun Zhu Lingxi Xie Alan Yuille 33 34 0 13 Nov 2017
Range Loss for Deep Face Recognition with Long-tail Xiao Zhang Zhiyuan Fang Yandong Wen Zhifeng Li Yu Qiao CVBM 243 446 0 28 Nov 2016
An All-In-One Convolutional Neural Network for Face Analysis Rajeev Ranjan S. Sankaranarayanan Carlos D. Castillo Rama Chellappa CVBM 138 428 0 03 Nov 2016
Unconstrained Face Verification using Deep CNN Features Jun-Cheng Chen Vishal M. Patel Rama Chellappa CVBM 228 294 0 07 Aug 2015
Deeply learned face representations are sparse, selective, and robust Yi Sun Xiaogang Wang Xiaoou Tang CVBM 250 921 0 03 Dec 2014