Konstantinos Karantzalos

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

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird ❓ The Questioner

Venues

ECCV (2) CVPR (1) ICCV (1) ICLR (1) WACV (1)

Top co-authors

Yannis Avrithis (4) Bill Psomas (4) Ioannis Kakogeorgiou (3) Nikos Komodakis (2) Spyros Gidaris (2) Tomas Pajdla (1) Ondřej Chum (1) Shashanka Venkataramanan (1) Torsten Sattler (1) laurent amsaleg (1)

Research topics

Deep Learning (3) Architectures (2) Artificial Intelligence (1) Computer Vision (1) Machine Learning (1) Core AI · Artificial Intelligence (1) Core AI · Computer Vision (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Processing (1) Techniques (1)

Keywords

representation learning (1) vision transformer (1) autoregressive transformer (1) embedding space (1) self-supervised learning (1) attention mechanism (1) data augmentation (1) cross-modal retrieval (1) unsupervised segmentation (1) deep metric learning (1) vision-language model (1) object-centric learning (1) mixup augmentation (1) slot attention (1) retrieval augmentation (1) composed image retrieval (1) textual inversion (1) domain conversion (1) query mapping (1)

Papers

Composed Image Retrieval for Training-Free Domain Conversion WACV 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 It Takes Two to Tango: Mixup for Deep Metric Learning ICLR 2022 Objects Can Move: 3D Change Detection by Geometric Transformation Consistency ECCV 2022 What to Hide from Your Students: Attention-Guided Masked Image Modeling ECCV 2022