Savvides, Marios

56 publications

CVPRW 2024 Conv-Adapter: Exploring Parameter Efficient Transfer Learning for ConvNets Hao Chen, Ran Tao, Han Zhang, Yidong Wang, Xiang Li, Wei Ye, Jindong Wang, Guosheng Hu, Marios Savvides

CVPR 2023 Boosting Transductive Few-Shot Fine-Tuning with Margin-Based Uncertainty Weighting and Probability Regularization Ran Tao, Hao Chen, Marios Savvides

CVPR 2023 Enhanced Training of Query-Based Object Detection via Selective Query Recollection Fangyi Chen, Han Zhang, Kai Hu, Yu-Kai Huang, Chenchen Zhu, Marios Savvides

ICLR 2023 FreeMatch: Self-Adaptive Thresholding for Semi-Supervised Learning Yidong Wang, Hao Chen, Qiang Heng, Wenxin Hou, Yue Fan, Zhen Wu, Jindong Wang, Marios Savvides, Takahiro Shinozaki, Bhiksha Raj, Bernt Schiele, Xing Xie

ICLR 2023 SoftMatch: Addressing the Quantity-Quality Tradeoff in Semi-Supervised Learning Hao Chen, Ran Tao, Yue Fan, Yidong Wang, Jindong Wang, Bernt Schiele, Xing Xie, Bhiksha Raj, Marios Savvides

AAAI 2022 Powering Finetuning in Few-Shot Learning: Domain-Agnostic Bias Reduction with Selected Sampling Ran Tao, Han Zhang, Yutong Zheng, Marios Savvides

NeurIPS 2022 USB: A Unified Semi-Supervised Learning Benchmark for Classification Yidong Wang, Hao Chen, Yue Fan, Wang Sun, Ran Tao, Wenxin Hou, Renjie Wang, Linyi Yang, Zhi Zhou, Lan-Zhe Guo, Heli Qi, Zhen Wu, Yu-Feng Li, Satoshi Nakamura, Wei Ye, Marios Savvides, Bhiksha Raj, Takahiro Shinozaki, Bernt Schiele, Jindong Wang, Xing Xie, Yue Zhang

AAAI 2022 Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning Zhiqiang Shen, Zechun Liu, Zhuang Liu, Marios Savvides, Trevor Darrell, Eric Poe Xing

ECCV 2022 Unitail: Detecting, Reading, and Matching in Retail Scene Fangyi Chen, Han Zhang, Zaiwang Li, Jiachen Dou, Shentong Mo, Hao Chen, Yongxin Zhang, Uzair Ahmed, Chenchen Zhu, Marios Savvides

ICCV 2021 Contrast and Order Representations for Video Self-Supervised Learning Kai Hu, Jie Shao, Yuan Liu, Bhiksha Raj, Marios Savvides, Zhiqiang Shen

ICLR 2021 Is Label Smoothing Truly Incompatible with Knowledge Distillation: An Empirical Study Zhiqiang Shen, Zechun Liu, Dejia Xu, Zitian Chen, Kwang-Ting Cheng, Marios Savvides

AAAI 2021 Partial Is Better than All: Revisiting Fine-Tuning Strategy for Few-Shot Learning Zhiqiang Shen, Zechun Liu, Jie Qin, Marios Savvides, Kwang-Ting Cheng

CVPR 2021 S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-Bit Neural Networks via Guided Distribution Calibration Zhiqiang Shen, Zechun Liu, Jie Qin, Lei Huang, Kwang-Ting Cheng, Marios Savvides

CVPR 2021 Semantic Relation Reasoning for Shot-Stable Few-Shot Object Detection Chenchen Zhu, Fangyi Chen, Uzair Ahmed, Zhiqiang Shen, Marios Savvides

CVPR 2021 Unsupervised Disentanglement of Linear-Encoded Facial Semantics Yutong Zheng, Yu-Kai Huang, Ran Tao, Zhiqiang Shen, Marios Savvides

WACV 2020 MoBiNet: A Mobile Binary Network for Image Classification Hai Phan, Dang The Huynh, Yihui He, Marios Savvides, Zhiqiang Shen

ECCV 2020 Online Ensemble Model Compression Using Knowledge Distillation Devesh Walawalkar, Zhiqiang Shen, Marios Savvides

ECCV 2020 ReActNet: Towards Precise Binary Neural Network with Generalized Activation Functions Zechun Liu, Zhiqiang Shen, Marios Savvides, Kwang-Ting Cheng

ECCV 2020 Soft Anchor-Point Object Detection Chenchen Zhu, Fangyi Chen, Zhiqiang Shen, Marios Savvides

WACV 2019 Is Pose Really Solved? a Frontalization Study on Off-Angle Face Matching Dipan K. Pal, Chandrasekhar Bhagavatula, Yutong Zheng, Ran Tao, Marios Savvides

AAAI 2019 Non-Parametric Transformation Networks for Learning General Invariances from Data Dipan K. Pal, Marios Savvides

ICCV 2017 Faster than Real-Time Facial Alignment: A 3D Spatial Transformer Network Approach in Unconstrained Poses Chandrasekhar Bhagavatula, Chenchen Zhu, Khoa Luu, Marios Savvides

CVPR 2017 Local Binary Convolutional Neural Networks Felix Juefei-Xu, Vishnu Naresh Boddeti, Marios Savvides

NeurIPS 2017 Max-Margin Invariant Features from Transformed Unlabelled Data Dipan Pal, Ashwin Kannan, Gautam Arakalgud, Marios Savvides

CVPRW 2017 Robust Hand Detection and Classification in Vehicles and in the Wild T. Hoang Ngan Le, Kha Gia Quach, Chenchen Zhu, Chi Nhan Duong, Khoa Luu, Marios Savvides

ICCV 2017 Temporal Non-Volume Preserving Approach to Facial Age-Progression and Age-Invariant Face Recognition Chi Nhan Duong, Kha Gia Quach, Khoa Luu, Ngan Le, Marios Savvides

CVPRW 2016 DeepGender: Occlusion and Low Resolution Robust Facial Gender Classification via Progressively Trained Convolutional Neural Networks with Attention Felix Juefei-Xu, Eshan Verma, Parag Goel, Anisha Cherodian, Marios Savvides

CVPR 2016 Discriminative Invariant Kernel Features: A Bells-and-Whistles-Free Approach to Unsupervised Face Recognition and Pose Estimation Dipan K. Pal, Felix Juefei-Xu, Marios Savvides

CVPRW 2016 Multiple Scale Faster-RCNN Approach to Driver's Cell-Phone Usage and Hands on Steering Wheel Detection T. Hoang Ngan Le, Yutong Zheng, Chenchen Zhu, Khoa Luu, Marios Savvides

CVPRW 2016 Weakly Supervised Facial Analysis with Dense Hyper-Column Features Chenchen Zhu, Yutong Zheng, Khoa Luu, T. Hoang Ngan Le, Chandrasekhar Bhagavatula, Marios Savvides

CVPRW 2015 A Preliminary Investigation on the Sensitivity of COTS Face Recognition Systems to Forensic Analyst-Style Face Processing for Occlusions Felix Juefei-Xu, Dipan K. Pal, Karanhaar Singh, Marios Savvides

CVPRW 2015 Driver Cell Phone Usage Detection on Strategic Highway Research Program (SHRP2) Face View Videos Keshav Seshadri, Felix Juefei-Xu, Dipan K. Pal, Marios Savvides, Craig P. Thor

CVPRW 2015 Electromyograph and Keystroke Dynamics for Spoof-Resistant Biometric Authentication Shreyas Venugopalan, Felix Juefei-Xu, Benjamin Cowley, Marios Savvides

CVPRW 2015 NIR-VIS Heterogeneous Face Recognition via Cross-Spectral Joint Dictionary Learning and Reconstruction Felix Juefei-Xu, Dipan K. Pal, Marios Savvides

ECCVW 2014 Facial Ethnic Appearance Synthesis Felix Juefei-Xu, Marios Savvides

CVPRW 2014 Hallucinating the Full Face from the Periocular Region via Dimensionally Weighted K-SVD Felix Juefei-Xu, Dipan K. Pal, Marios Savvides

ECCVW 2014 Weight-Optimal Local Binary Patterns Felix Juefei-Xu, Marios Savvides

CVPRW 2013 An Augmented Linear Discriminant Analysis Approach for Identifying Identical Twins with the Aid of Facial Asymmetry Features Felix Juefei-Xu, Marios Savvides

WACV 2012 Unconstrained Periocular Biometric Acquisition and Recognition Using COTS PTZ Camera for Uncooperative and Non-Cooperative Subjects Felix Juefei-Xu, Marios Savvides

CVPR 2011 Multifactor Analysis Based on Factor-Dependent Geometry Sung Won Park, Marios Savvides

CVPR 2010 An Extension of Multifactor Analysis for Face Recognition Based on Submanifold Learning Sung Won Park, Marios Savvides

ECCV 2010 Automatic Facial Landmark Tracking in Video Sequences Using Kalman Filter Assisted Active Shape Models Utsav Prabhu, Keshav Seshadri, Marios Savvides

ECCVW 2010 Automatic Facial Landmark Tracking in Video Sequences Using Kalman Filter Assisted Active Shape Models Utsav Prabhu, Keshav Seshadri, Marios Savvides

CVPRW 2009 Biometric Data Hiding: A 3 Factor Authentication Approach to Verify Identity with a Single Image Using Steganography, Encryption and Matching Neha Agrawal, Marios Savvides

CVPRW 2009 In Between 3D Active Appearance Models and 3D Morphable Models Jingu Heo, Marios Savvides

CVPRW 2008 3D Face Econstruction from a Single 2D Face Image Sung Won Park, Jingu Heo, Marios Savvides

CVPR 2007 Graphical Model Approach to Iris Matching Under Deformation and Occlusion Ryan A. Kerekes, Narayanaswamy Balakrishnan, Jason Thornton, Marios Savvides, B. V. K. Vijaya Kumar

CVPR 2007 Kernel Fukunaga-Koontz Transform Subspaces for Enhanced Face Recognition Yung-hui Li, Marios Savvides

CVPRW 2006 Comparison of Feature Space Methods for Face Recognition Chunyan Xie, Marios Savvides, B. V. K. Vijaya Kumar

CVPRW 2006 Estimating Mixing Factors Simultaneously in Multilinear Tensor Decomposition for Robust Face Recognition and Synthesis Sung Won Park, Marios Savvides

CVPRW 2006 Partial & Holistic Face Recognition on FRGC-II Data Using Support Vector Machine Marios Savvides, Ramzi Abiantun, Jingu Heo, S. Park, Chunyan Xie, B. V. K. Vijaya Kumar

CVPR 2005 Performance Evaluation of Face Recognition Using Visual and Thermal Imagery with Advanced Correlation Filters Jingu Heo, Marios Savvides, B. V. K. Vijaya Kumar

CVPRW 2005 Performance Evaluation of Face Recognition Using Visual and Thermal Imagery with Advanced Correlation Filters Jingu Heo, Marios Savvides, B. V. K. Vijaya Kumar

CVPR 2005 Redundant Class-Dependence Feature Analysis Based on Correlation Filters Using FRGC2.0 Data Chunyan Xie, Marios Savvides, B. V. K. Vijaya Kumar

CVPRW 2005 Redundant Class-Dependence Feature Analysis Based on Correlation Filters Using FRGC2.0 Data Chunyan Xie, Marios Savvides, B. V. K. Vijaya Kumar

CVPR 2004 "Corefaces" - Robust Shift Invariant PCA Based Correlation Filter for Illumination Tolerant Face Recognition Marios Savvides, B. V. K. Vijaya Kumar, Pradeep K. Khosla