Marios Savvides

Research interests

Publications

• FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning

  arXiv (Cornell University) · 2022 · https://doi.org/10.48550/arxiv.2205.07246

• Partial Is Better Than All: Revisiting Fine-tuning Strategy for Few-shot Learning

  Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · https://doi.org/10.1609/aaai.v35i11.17155

• Semantic Relation Reasoning for Shot-Stable Few-Shot Object Detection

  Journal · 2021 · https://doi.org/10.1109/cvpr46437.2021.00867

• Deep reinforcement learning in computer vision: a comprehensive survey

  Artificial Intelligence Review · 2021 · https://doi.org/10.1007/s10462-021-10061-9

• ReActNet: Towards Precise Binary Neural Network with Generalized Activation Functions

  Lecture notes in computer science · 2020 · https://doi.org/10.1007/978-3-030-58568-6_9

• Soft Anchor-Point Object Detection

  Lecture notes in computer science · 2020 · https://doi.org/10.1007/978-3-030-58545-7_6

• Bounding Box Regression With Uncertainty for Accurate Object Detection

  Journal · 2019 · https://doi.org/10.1109/cvpr.2019.00300

• Ring Loss: Convex Feature Normalization for Face Recognition

  Journal · 2018 · https://doi.org/10.1109/cvpr.2018.00534

• CMS-RCNN: Contextual Multi-Scale Region-Based CNN for Unconstrained Face Detection

  Advances in computer vision and pattern recognition · 2017 · https://doi.org/10.1007/978-3-319-61657-5_3

• Multiple Scale Faster-RCNN Approach to Driver’s Cell-Phone Usage and Hands on Steering Wheel Detection

  Journal · 2016 · https://doi.org/10.1109/cvprw.2016.13

• Biometric Authentication on iPhone and Android: Usability, Perceptions, and Influences on Adoption

  Journal · 2015 · https://doi.org/10.14722/usec.2015.23003

• NIR-VIS heterogeneous face recognition via cross-spectral joint dictionary learning and reconstruction

  Journal · 2015 · https://doi.org/10.1109/cvprw.2015.7301308

• Investigating age invariant face recognition based on periocular biometrics

  Journal · 2011 · https://doi.org/10.1109/ijcb.2011.6117600

• Unconstrained Pose-Invariant Face Recognition Using 3D Generic Elastic Models

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2011 · https://doi.org/10.1109/tpami.2011.123

• How to Generate Spoofed Irises From an Iris Code Template

  IEEE Transactions on Information Forensics and Security · 2011 · https://doi.org/10.1109/tifs.2011.2108288

• A Bayesian Approach to Deformed Pattern Matching of Iris Images

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2007 · https://doi.org/10.1109/tpami.2007.1006

• Correlation Pattern Recognition for Face Recognition

  Proceedings of the IEEE · 2006 · https://doi.org/10.1109/jproc.2006.884094

• Cancelable biometric filters for face recognition

  Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004. · 2004 · https://doi.org/10.1109/icpr.2004.1334679

• Illumination Normalization Using Logarithm Transforms for Face Authentication

  Lecture notes in computer science · 2003 · https://doi.org/10.1007/3-540-44887-x_65

Current projects

No projects listed.