Spyros Gidaris

Unsupervised Representation Learning by Predicting Image Rotations

Spyros Gidaris, Praveer Singh, Nikos Komodakis · arXiv (Cornell University) · 2018 · 1.5K citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +18

Dynamic Few-Shot Visual Learning Without Forgetting

Spyros Gidaris, Nikos Komodakis · 2018 · 1.1K citations

Few-shot Learning, Machine Vision, Image Analysis +14

Object Detection via a Multi-region and Semantic Segmentation-Aware CNN Model

Spyros Gidaris, Nikos Komodakis · 2015 · 804 citations · Full text

Convolutional Neural Network, Scene Analysis, Object Detection System +16

Detect, Replace, Refine: Deep Structured Prediction for Pixel Wise Labeling

Spyros Gidaris, Nikos Komodakis · 2017 · 145 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Localizing Objects with Self-Supervised Transformers and no Labels

Oriane Siméoni, Gilles Puy, Huy V. Vo et al. · arXiv (Cornell University) · 2021 · 107 citations · Full text

Self-supervised Transformers, Engineering, Machine Learning +18