Ioannis Kakogeorgiou

5 papers · 2022–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird ❓ The Questioner

Venues

CVPR (2) ECCV (1) ICCV (1) ICML (1)

Top co-authors

Nikos Komodakis (4) Spyros Gidaris (4) Konstantinos Karantzalos (3) Bill Psomas (2) Yannis Avrithis (2) Theodoros Kouzelis (1) Efstathios Karypidis (1) Andrei Bursuc (1)

Research topics

Deep Learning (4) Architectures (3) Computer Vision (2) Machine Learning (2) Core Methods (1) Domain-Specific (1) Generation (1) Learning Types (1) Models (1) Processing (1) Techniques (1)

Keywords

vision transformer (1) autoregressive transformer (1) self-supervised learning (1) attention mechanism (1) multimodal learning (1) autonomous driving (1) unsupervised segmentation (1) rotation (1) autoencoders (1) generative model (1) latent space (1) object-centric learning (1) slot attention (1) equivariance regularization (1) semantic future prediction (1) visual sequence transformer (1) future semantic segmentation (1) scaling (1)

Papers

Advancing Semantic Future Prediction through Multimodal Visual Sequence Transformers CVPR 2025 EQ-VAE: Equivariance Regularized Latent Space for Improved Generative Image Modeling ICML 2025 SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers CVPR 2024 Keep It SimPool: Who Said Supervised Transformers Suffer from Attention Deficit? ICCV 2023 What to Hide from Your Students: Attention-Guided Masked Image Modeling ECCV 2022