Marios Savvides

Self-Corrected Image Generation with Explainable Latent Rewards CVPR 2026 STELAR-VISION: Self-Topology-Aware Efficient Learning for Aligned Reasoning in Vision AAAI 2026 Boosting Transductive Few-Shot Fine-Tuning With Margin-Based Uncertainty Weighting and Probability Regularization CVPR 2023 Enhanced Training of Query-Based Object Detection via Selective Query Recollection CVPR 2023 FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning ICLR 2023 SoftMatch: Addressing the Quantity-Quality Tradeoff in Semi-supervised Learning ICLR 2023 Powering Finetuning in Few-Shot Learning: Domain-Agnostic Bias Reduction with Selected Sampling AAAI 2022 "Unitail: Detecting, Reading, and Matching in Retail Scene" ECCV 2022 Un-mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning AAAI 2022 USB: A Unified Semi-supervised Learning Benchmark for Classification NeurIPS 2022 Contrast and Order Representations for Video Self-Supervised Learning ICCV 2021 Is Label Smoothing Truly Incompatible with Knowledge Distillation: An Empirical Study ICLR 2021 Partial Is Better Than All: Revisiting Fine-tuning Strategy for Few-shot Learning AAAI 2021 S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-Bit Neural Networks via Guided Distribution Calibration CVPR 2021 Semantic Relation Reasoning for Shot-Stable Few-Shot Object Detection CVPR 2021 Unsupervised Disentanglement of Linear-Encoded Facial Semantics CVPR 2021 Binarizing MobileNet via Evolution-Based Searching CVPR 2020 MoBiNet: A Mobile Binary Network for Image Classification WACV 2020 Online Ensemble Model Compression using Knowledge Distillation ECCV 2020 ReActNet: Towards Precise Binary Neural Network with Generalized Activation Functions ECCV 2020 Soft Anchor-Point Object Detection ECCV 2020 Bounding Box Regression With Uncertainty for Accurate Object Detection CVPR 2019 Douglas-Rachford Networks: Learning Both the Image Prior and Data Fidelity Terms for Blind Image Deconvolution CVPR 2019 Feature Selective Anchor-Free Module for Single-Shot Object Detection CVPR 2019 Non-Parametric Transformation Networks for Learning General Invariances from Data AAAI 2019 Perturbative Neural Networks CVPR 2018 Ring Loss: Convex Feature Normalization for Face Recognition CVPR 2018 Seeing Small Faces From Robust Anchor's Perspective CVPR 2018 Faster Than Real-Time Facial Alignment: A 3D Spatial Transformer Network Approach in Unconstrained Poses ICCV 2017 Local Binary Convolutional Neural Networks CVPR 2017 Max-Margin Invariant Features from Transformed Unlabelled Data NeurIPS 2017 Temporal Non-Volume Preserving Approach to Facial Age-Progression and Age-Invariant Face Recognition ICCV 2017 Discriminative Invariant Kernel Features: A Bells-and-Whistles-Free Approach to Unsupervised Face Recognition and Pose Estimation CVPR 2016