On the Intrinsic Dimensionality of Image Representations

26 March 2018

Papers citing "On the Intrinsic Dimensionality of Image Representations"

14 / 14 papers shown

Title
LDReg: Local Dimensionality Regularized Self-Supervised Learning Hanxun Huang R. Campello S. Erfani Xingjun Ma Michael E. Houle James Bailey 46 5 0 19 Jan 2024
Deep neural networks architectures from the perspective of manifold learning German Magai AAML AI4CE 35 6 0 06 Jun 2023
Data Representations' Study of Latent Image Manifolds Ilya Kaufman Omri Azencot 14 7 0 31 May 2023
A Latent Fingerprint in the Wild Database Xinwei Liu Kiran Raja Renfang Wang Hong Qiu Hucheng Wu ... Nian Liu Xiaoxia Wang Gehang Huang Raghavendra Ramachandra Christoph Busch 16 2 0 03 Apr 2023
Dimensionality of datasets in object detection networks Ajay Chawda A. Vierling Karsten Berns 3DPC 18 0 0 13 Oct 2022
Why Robust Generalization in Deep Learning is Difficult: Perspective of Expressive Power Binghui Li Jikai Jin Han Zhong J. Hopcroft Liwei Wang OOD 87 27 0 27 May 2022
Overparameterization Improves StyleGAN Inversion Yohan Poirier-Ginter Alexandre Lessard Ryan Smith Jean-François Lalonde 48 4 0 12 May 2022
Topology and geometry of data manifold in deep learning German Magai A. Ayzenberg AAML 26 11 0 19 Apr 2022
When do GANs replicate? On the choice of dataset size Qianli Feng Chen Guo Fabian Benitez-Quiroz Aleix M. Martinez 147 54 0 23 Feb 2022
Assessing the State of Self-Supervised Human Activity Recognition using Wearables H. Haresamudram Irfan Essa Thomas Plötz SSL 47 86 0 22 Feb 2022
Biometric Template Protection for Neural-Network-based Face Recognition Systems: A Survey of Methods and Evaluation Techniques Vedrana Krivokuća Hahn S´ebastien Marcel CVBM 29 29 0 11 Oct 2021
Unsupervised Embedding Adaptation via Early-Stage Feature Reconstruction for Few-Shot Classification Dong Lee Sae-Young Chung 29 20 0 22 Jun 2021
HERS: Homomorphically Encrypted Representation Search Joshua J. Engelsma Anil K. Jain Vishnu Boddeti 40 50 0 27 Mar 2020
Secure Face Matching Using Fully Homomorphic Encryption Vishnu Boddeti PICV CVBM 74 109 0 01 May 2018