← Authors

Spyros Gidaris

22 papers · 2015–2025 · 6 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) πŸƒ Academic Marathon (10) 🐝 Cross-Pollinator (10) πŸ—ΊοΈ Taxonomy Completionist (33) πŸŒ‰ Interdisciplinary Bridge 🀝 Dynamic Duo (14) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (11) πŸ’Ž Century Club (22) πŸ—ƒοΈ Keyword Collector (74)

Conferences

CVPR (11) ECCV (5) ICCV (3) ICLR (1) ICML (1) NIPS (1)

Top co-authors

Nikos Komodakis (14) Andrei Bursuc (11) Patrick PΓ©rez (7) Ioannis Kakogeorgiou (4) Gilles Puy (4) Matthieu Cord (4) Renaud Marlet (3) Oriane SimΓ©oni (3) Alexandre Boulch (3) Antonin Vobecky (2)

Keywords

self-supervised learning (5) representation learning (5) autonomous driving (4) image classification (3) object detection (3) few-shot learning (3) 3d semantic segmentation (2) unsupervised learning (2) semantic segmentation (2) bounding box (2) knowledge distillation (2) convolutional neural network (2) structured prediction (1) computer vision (1) vision transformer (1) feature extraction (1) domain adaptation (1) image segmentation (1) transfer learning (1) autoregressive transformer (1)

Papers

EQ-VAE: Equivariance Regularized Latent Space for Improved Generative Image Modeling ICML 2025
Advancing Semantic Future Prediction through Multimodal Visual Sequence Transformers CVPR 2025
DIP: Unsupervised Dense In-Context Post-training of Visual Representations ICCV 2025
No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations NIPS 2024
SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers CVPR 2024
Three Pillars Improving Vision Foundation Model Distillation for Lidar CVPR 2024
RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving CVPR 2023
What to Hide from Your Students: Attention-Guided Masked Image Modeling ECCV 2022
Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data CVPR 2022
Active Learning Strategies for Weakly-Supervised Object Detection ECCV 2022
Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-Modal Distillation ECCV 2022
OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised Learning CVPR 2021
Learning Representations by Predicting Bags of Visual Words CVPR 2020
QuEST: Quantized Embedding Space for Transferring Knowledge ECCV 2020
Generating Classification Weights With GNN Denoising Autoencoders for Few-Shot Learning CVPR 2019
Boosting Few-Shot Visual Learning With Self-Supervision ICCV 2019
Dynamic Few-Shot Visual Learning Without Forgetting CVPR 2018
Unsupervised Representation Learning by Predicting Image Rotations ICLR 2018
PersonLab: Person Pose Estimation and Instance Segmentation with a Bottom-Up, Part-Based, Geometric Embedding Model ECCV 2018
Detect, Replace, Refine: Deep Structured Prediction for Pixel Wise Labeling CVPR 2017
LocNet: Improving Localization Accuracy for Object Detection CVPR 2016
Object Detection via a Multi-Region and Semantic Segmentation-Aware CNN Model ICCV 2015