| 2026 | AAAI | STELAR-VISION: Self-Topology-Aware Efficient Learning for Aligned Reasoning in Vision. | Chen Li, Han Zhang, Zhantao Yang, Fangyi Chen, Zihan Wang, Anudeepsekhar Bolimera, Marios Savvides |
| 2025 | RecSys | The Second Workshop on Generative AI for E-commerce. | Mansi Ranjit Mane, Djordje Gligorijevic, Dingxian Wang, Topojoy Biswas, Evren Krpeoglu, Marios Savvides, Yongfeng Zhang, Julian J. McAuley |
| 2024 | CIKM | Workshop on Generative AI for E-commerce. | Mansi Ranjit Mane, Djordje Gligorijevic, Dingxian Wang, Behzad Shahrasbi, Topojoy Biswas, Evren Krpeoglu, Marios Savvides |
| 2024 | CVPR | 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 |
| 2023 | CVPR | Enhanced Training of Query-Based Object Detection via Selective Query Recollection. | Fangyi Chen, Han Zhang, Kai Hu, Yu-Kai Huang, Chenchen Zhu, Marios Savvides |
| 2023 | CVPR | Boosting Transductive Few-Shot Fine-tuning with Margin-based Uncertainty Weighting and Probability Regularization. | Ran Tao, Hao Chen, Marios Savvides |
| 2023 | ICASSP | Cov Loss: Covariance-Based Loss for Deep Face Recognition. | Ibrahim Alkanhal, Abdullah Almansour, Lamia Alsalloom, Raied Aljadaany, Marios Savvides |
| 2023 | ICLR | 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 |
| 2023 | ICLR | 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 |
| 2022 | AAAI | Un-mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning. | Zhiqiang Shen, Zechun Liu, Zhuang Liu, Marios Savvides, Trevor Darrell, Eric Poe Xing |
| 2022 | AAAI | Powering Finetuning in Few-Shot Learning: Domain-Agnostic Bias Reduction with Selected Sampling. | Ran Tao, Han Zhang, Yutong Zheng, Marios Savvides |
| 2022 | ECCV | 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 |
| 2021 | AAAI | Partial Is Better Than All: Revisiting Fine-tuning Strategy for Few-shot Learning. | Zhiqiang Shen, Zechun Liu, Jie Qin, Marios Savvides, Kwang-Ting Cheng |
| 2021 | CVPR | 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 |
| 2021 | CVPR | Unsupervised Disentanglement of Linear-Encoded Facial Semantics. | Yutong Zheng, Yu-Kai Huang, Ran Tao, Zhiqiang Shen, Marios Savvides |
| 2021 | CVPR | Semantic Relation Reasoning for Shot-Stable Few-Shot Object Detection. | Chenchen Zhu, Fangyi Chen, Uzair Ahmed, Zhiqiang Shen, Marios Savvides |
| 2021 | ICCV | Contrast and Order Representations for Video Self-supervised Learning. | Kai Hu, Jie Shao, Yuan Liu, Bhiksha Raj, Marios Savvides, Zhiqiang Shen |
| 2021 | ICLR | Is Label Smoothing Truly Incompatible with Knowledge Distillation: An Empirical Study. | Zhiqiang Shen, Zechun Liu, Dejia Xu, Zitian Chen, Kwang-Ting Cheng, Marios Savvides |
| 2020 | BMVC | Learning Non-Parametric Invariances from Data with Permanent Random Connectomes. | Dipan K. Pal, Akshay Chawla, Marios Savvides |
| 2020 | BMVC | Towards a Hypothesis on Visual Transformation based Self-Supervision. | Dipan K. Pal, Sreena Nallamothu, Marios Savvides |
| 2020 | CVPR | Binarizing MobileNet via Evolution-Based Searching. | Hai Phan, Zechun Liu, Dang Huynh, Marios Savvides, Kwang-Ting Cheng, Zhiqiang Shen |
| 2020 | ECCV | ReActNet: Towards Precise Binary Neural Network with Generalized Activation Functions. | Zechun Liu, Zhiqiang Shen, Marios Savvides, Kwang-Ting Cheng |
| 2020 | ECCV | Online Ensemble Model Compression Using Knowledge Distillation. | Devesh Walawalkar, Zhiqiang Shen, Marios Savvides |
| 2020 | ECCV | Soft Anchor-Point Object Detection. | Chenchen Zhu, Fangyi Chen, Zhiqiang Shen, Marios Savvides |
| 2020 | ICASSP | Attentive Cutmix: An Enhanced Data Augmentation Approach for Deep Learning Based Image Classification. | Devesh Walawalkar, Zhiqiang Shen, Zechun Liu, Marios Savvides |
| 2020 | ICASSP | Solving Missing-Annotation Object Detection with Background Recalibration Loss. | Han Zhang, Fangyi Chen, Zhiqiang Shen, Qiqi Hao, Chenchen Zhu, Marios Savvides |
| 2020 | ICPR | Offset Curves Loss for Imbalanced Problem in Medical Segmentation. | Ngan Le, T. Hoang Ngan Le, Kashu Yamazaki, Toan Duc Bui, Khoa Luu, Marios Savvides |
| 2020 | ICPR | A Multi-task Contextual Atrous Residual Network for Brain Tumor Detection & Segmentation. | Ngan Le, Kashu Yamazaki, Kha Gia Quach, Dat T. Truong, Marios Savvides |
| 2020 | WACV | MoBiNet: A Mobile Binary Network for Image Classification. | Hai Phan, Dang Huynh, Yihui He, Marios Savvides, Zhiqiang Shen |
| 2019 | AAAI | Non-Parametric Transformation Networks for Learning General Invariances from Data. | Dipan K. Pal, Marios Savvides |
| 2019 | BMVC | Improving Object Detection from Scratch via Gated Feature Reuse. | Zhiqiang Shen, Honghui Shi, Jiahui Yu, Hai Phan, Rogrio Feris, Liangliang Cao, Ding Liu, Xinchao Wang, Thomas S. Huang, Marios Savvides |
| 2019 | CVPR | Douglas-Rachford Networks: Learning Both the Image Prior and Data Fidelity Terms for Blind Image Deconvolution. | Raied Aljadaany, Dipan K. Pal, Marios Savvides |
| 2019 | CVPR | Bounding Box Regression With Uncertainty for Accurate Object Detection. | Yihui He, Chenchen Zhu, Jianren Wang, Marios Savvides, Xiangyu Zhang |
| 2019 | CVPR | Feature Selective Anchor-Free Module for Single-Shot Object Detection. | Chenchen Zhu, Yihui He, Marios Savvides |
| 2019 | VTC | A Novel Collaborative Control Strategy for Enhanced Training of Vehicle Recognition. | Fangyi Chen, Chenchen Zhu, Marios Savvides |
| 2019 | WACV | Is Pose Really Solved? A Frontalization Study On Off-Angle Face Matching. | Dipan K. Pal, Chandrasekhar Bhagavatula, Yutong Zheng, Ran Tao, Marios Savvides |
| 2018 | ACCV | RankGAN: A Maximum Margin Ranking GAN for Generating Faces. | Felix Juefei-Xu, Rahul Dey, Vishnu Naresh Boddeti, Marios Savvides |
| 2018 | CVPR | Perturbative Neural Networks. | Felix Juefei-Xu, Vishnu Naresh Boddeti, Marios Savvides |
| 2018 | CVPR | Ring Loss: Convex Feature Normalization for Face Recognition. | Yutong Zheng, Dipan K. Pal, Marios Savvides |
| 2018 | CVPR | Seeing Small Faces From Robust Anchor's Perspective. | Chenchen Zhu, Ran Tao, Khoa Luu, Marios Savvides |
| 2018 | ICMLA | Automatic Seizure Detection via an Optimized Image-Based Deep Feature Learning. | Ibrahim Alkanhal, B. V. K. Vijaya Kumar, Marios Savvides |
| 2018 | MICCAI | Deep Recurrent Level Set for Segmenting Brain Tumors. | T. Hoang Ngan Le, Raajitha Gummadi, Marios Savvides |
| 2017 | CVPR | Local Binary Convolutional Neural Networks. | Felix Juefei-Xu, Vishnu Naresh Boddeti, Marios Savvides |
| 2017 | CVPR | 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 |
| 2017 | ICCV | Faster than Real-Time Facial Alignment: A 3D Spatial Transformer Network Approach in Unconstrained Poses. | Chandrasekhar Bhagavatula, Chenchen Zhu, Khoa Luu, Marios Savvides |
| 2017 | ICCV | Temporal Non-volume Preserving Approach to Facial Age-Progression and Age-Invariant Face Recognition. | Chi Nhan Duong, Kha Gia Quach, Khoa Luu, T. Hoang Ngan Le, Marios Savvides |
| 2016 | BMVC | Learning to Invert Local Binary Patterns. | Felix Juefei-Xu, Marios Savvides |
| 2016 | CVPR | 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 |
| 2016 | CVPR | 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 |
| 2016 | CVPR | 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 |
| 2016 | CVPR | Weakly Supervised Facial Analysis with Dense Hyper-Column Features. | Chenchen Zhu, Yutong Zheng, Khoa Luu, T. Hoang Ngan Le, Chandrasekhar Bhagavatula, Marios Savvides |
| 2016 | ICIP | Simultaneous forgery identification and localization in paintings using advanced correlation filters. | Paul Buchana, Irina Cazan, Manuel Diaz-Granados, Felix Juefei-Xu, Marios Savvides |
| 2016 | ICPR | Pose estimation using Spectral and Singular Value recomposition. | Chandrasekhar Bhagavatula, Raied Aljadaany, Marios Savvides |
| 2016 | ICPR | Robust hand detection in Vehicles. | T. Hoang Ngan Le, Chenchen Zhu, Yutong Zheng, Khoa Luu, Marios Savvides |
| 2015 | CVPR | NIR-VIS heterogeneous face recognition via cross-spectral joint dictionary learning and reconstruction. | Felix Juefei-Xu, Dipan K. Pal, Marios Savvides |
| 2015 | CVPR | 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 |
| 2015 | CVPR | 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 |
| 2015 | CVPR | Electromyograph and keystroke dynamics for spoof-resistant biometric authentication. | Shreyas Venugopalan, Felix Juefei-Xu, Benjamin Cowley, Marios Savvides |
| 2015 | ICIP | IRIS super-resolution via nonparametric over-complete dictionary learning. | Raied Aljadaany, Khoa Luu, Shreyas Venugopalan, Marios Savvides |
| 2015 | ICIP | Pareto-optimal discriminant analysis. | Felix Juefei-Xu, Marios Savvides |
| 2015 | ICIP | Single face image super-resolution via solo dictionary learning. | Felix Juefei-Xu, Marios Savvides |
| 2015 | ICIP | Encoding and decoding local binary patterns for harsh face illumination normalization. | Felix Juefei-Xu, Marios Savvides |
| 2015 | ICIP | A robust contour sampling and tensor-based approach to facial beard and mustache shape segmentation and matching. | Karanhaar Singh, Khoa Luu, T. Hoang Ngan Le, Marios Savvides |
| 2015 | ICIP | Investigating the feasibility of image-based nose biometrics. | Niv Zehngut, Felix Juefei-Xu, Rishabh Bardia, Dipan K. Pal, Chandrasekhar Bhagavatula, Marios Savvides |
| 2014 | CVPR | Hallucinating the Full Face from the Periocular Region via Dimensionally Weighted K-SVD. | Felix Juefei-Xu, Dipan K. Pal, Marios Savvides |
| 2014 | ECCV | Weight-Optimal Local Binary Patterns. | Felix Juefei-Xu, Marios Savvides |
| 2014 | ECCV | Facial Ethnic Appearance Synthesis. | Felix Juefei-Xu, Marios Savvides |
| 2013 | CVPR | An Augmented Linear Discriminant Analysis Approach for Identifying Identical Twins with the Aid of Facial Asymmetry Features. | Felix Juefei-Xu, Marios Savvides |
| 2012 | ICIP | Automatic segmentation of cardiosynchronous waveforms using cepstral analysis and continuous wavelet transforms. | Chandrasekhar Bhagavatula, Aaron Jaech, Marios Savvides, Vijayakumar Bhagavatula, Robert Friedman, Rebecca Blue, Marc O. Griofa |
| 2012 | ICIP | Second-degree correlation surface features from Optimal Trade-off Synthetic Discriminant Function filters for subject identification using radio frequency cardiosynchronous waveforms. | Madhusudan Bhagavatula, Marios Savvides, Vijayakumar Bhagavatula, Robert Friedman, Rebecca Blue, Marc O. Griofa |
| 2012 | ICIP | A novel energy based filter for cross-blink eye detection. | T. Hoang Ngan Le, Khoa Luu, Utsav Prabhu, Marios Savvides |
| 2012 | ICIP | Beard and mustache segmentation using sparse classifiers on self-quotient images. | T. Hoang Ngan Le, Khoa Luu, Keshav Seshadri, Marios Savvides |
| 2012 | ICIP | Facecut - a robust approach for facial feature segmentation. | Khoa Luu, T. Hoang Ngan Le, Keshav Seshadri, Marios Savvides |
| 2012 | ICPR | Compressed Submanifold Multifactor Analysis with adaptive factor structures. | Khoa Luu, Marios Savvides, Tien D. Bui, Ching Y. Suen |
| 2012 | WACV | Unconstrained periocular biometric acquisition and recognition using COTS PTZ camera for uncooperative and non-cooperative subjects. | Felix Juefei-Xu, Marios Savvides |
| 2011 | ACSSC | Radio Frequency cardiopulmonary waveform for subject identification. | Marc O. Griofa, Rebecca Blue, Robert Friedman, Aaron Jaech, Madhusudan Bhagavatula, Siying D. Hu, Marios Savvides |
| 2011 | ACSSC | Session WA5b: Biometrics. | Marios Savvides |
| 2011 | CVPR | Multifactor analysis based on factor-dependent geometry. | Sung Won Park, Marios Savvides |
| 2011 | WACV | An analysis of facial shape and texture for recognition: A large scale evaluation on FRGC ver2.0. | Ramzi Abiantun, Utsav Prabhu, Keshav Seshadri, Jingu Heo, Marios Savvides |
| 2010 | CVPR | An extension of multifactor analysis for face recognition based on submanifold learning. | Sung Won Park, Marios Savvides |
| 2010 | ECCV | Automatic Facial Landmark Tracking in Video Sequences Using Kalman Filter Assisted Active Shape Models. | Utsav Prabhu, Keshav Seshadri, Marios Savvides |
| 2009 | CVPR | Biometric data hiding: A 3 factor authentication approach to verify identity with a single image using steganography, encryption and matching. | Neha Agrawal, Marios Savvides |
| 2009 | CVPR | In between 3D Active Appearance Models and 3D Morphable Models. | Jingu Heo, Marios Savvides |
| 2009 | ICASSP | A pixel-wise, learning-based approach for occlusion estimation of iris images in polar domain. | Yung-hui Li, Marios Savvides |
| 2008 | CVPR | 3D face econstruction from a single 2D face image. | Sung Won Park, Jingu Heo, Marios Savvides |
| 2008 | ICASSP | Evaluating Active Shape Models for Eye-Shape Classification. | Shuvra Bhat, Marios Savvides |
| 2008 | ICVS | Face Recognition Across Pose Using View Based Active Appearance Models (VBAAMs) on CMU Multi-PIE Dataset. | Jingu Heo, Marios Savvides |
| 2008 | ICVS | Communication-Aware Face Detection Using Noc Architecture. | Hung-Chih Lai, Radu Marculescu, Marios Savvides, Tsuhan Chen |
| 2007 | CVPR | Graphical Model Approach to Iris Matching Under Deformation and Occlusion. | Ryan A. Kerekes, Narayanaswamy Balakrishnan, Jason Thornton, Marios Savvides, B. V. K. Vijaya Kumar |
| 2007 | CVPR | Kernel Fukunaga-Koontz Transform Subspaces For Enhanced Face Recognition. | Yung-hui Li, Marios Savvides |
| 2007 | ICASSP | Generalized Low Dimensional Feature Subspace for Robust Face Recognition on Unseen datasets using Kernel Correlation Feature Analysis. | Ramzi Abiantun, Marios Savvides, B. V. K. Vijaya Kumar |
| 2007 | ICASSP | Analyzing Facial Images using Empirical Mode Decomposition for Illumination Artifact Removal and Improved Face Recognition. | Ramamurthy Bhagavatula, Marios Savvides |
| 2007 | ICASSP | Breaking the Limitation of Manifold Analysis for Super-Resolution of Facial Images. | Sung Won Park, Marios Savvides |
| 2006 | CVPR | Estimating Mixing Factors Simultaneously in Multilinear Tensor Decomposition for Robust Face Recognition and Synthesis. | Sung Won Park, Marios Savvides |
| 2006 | CVPR | 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 |
| 2006 | CVPR | Comparison of Feature Space Methods for Face Recognition. | Chunyan Xie, Marios Savvides, B. V. K. Vijaya Kumar |
| 2006 | ICASSP | Face Recognition with Kernel Correlation Filters on a Large Scale Database. | Jingu Heo, Marios Savvides, Ramzi Abiantun, Chunyan Xie, B. V. K. Vijaya Kumar |
| 2006 | ICASSP | Illumination Tolerant Face Recognition Using a Novel Face From Sketch Synthesis Approach and Advanced Correlation Filters. | Yung-hui Li, Marios Savvides, Vijayakumar Bhagavatula |
| 2006 | ICASSP | Improved Human Face Identification Using Frequency Domain Representation of Facial Asymmetry. | Sinjini Mitra, Marios Savvides |
| 2006 | ICASSP | Class Dependent Kernel Discrete Cosine Transform Features for Enhanced Holistic Face Recognition in FRGC-II. | Marios Savvides, Jingu Heo, Ramzi Abiantun, Chunyan Xie, B. V. K. Vijaya Kumar |
| 2005 | CVPR | Performance Evaluation of Face Recognition using Visual and Thermal Imagery with Advanced Correlation Filters. | Jingu Heo, Marios Savvides, B. V. K. Vijaya Kumar |
| 2005 | CVPR | Redundant Class-Dependence Feature Analysis Based on Correlation Filters Using FRGC2.0 Data. | Chunyan Xie, Marios Savvides, B. V. K. Vijaya Kumar |
| 2005 | ICASSP | Analyzing asymmetry biometric in the frequency domain for face recognition. | Sinjini Mitra, Marios Savvides |
| 2005 | ICASSP | Quaternion Correlation Filters for Face Recognition in Wavelet Domain. | Chunyan Xie, Marios Savvides, B. V. K. Vijaya Kumar |
| 2004 | CVPR | "Corefaces" - Robust Shift Invariant PCA Based Correlation Filter for Illumination Tolerant Face Recognition. | Marios Savvides, B. V. K. Vijaya Kumar, Pradeep K. Khosla |
| 2004 | ICPR | "Eigenphases vs. Eigenfaces". | Marios Savvides, B. V. K. Vijaya Kumar, Pradeep K. Khosla |
| 2004 | ICPR | Cancelable Biometric Filters for Face Recognition. | Marios Savvides, B. V. K. Vijaya Kumar, Pradeep K. Khosla |
| 2003 | AVSS | Efficient Design of Advanced Correlation Filters for Robust Distortion-Tolerant Face Recognition. | Marios Savvides, B. V. K. Vijaya Kumar |
| 2002 | ICIP | Spatial frequency domain image processing for biometric recognition. | B. V. K. Vijaya Kumar, Chunyan Xie, Marios Savvides, Krithika Venkataramani |