Antreas Antoniou

5 papers · 2019–2024 · 3 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 · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

ICLR (2) NeurIPS (2) ICML (1)

Top co-authors

Amos Storkey (4) Wenwen Li (1) Sam Devlin (1) Alessandro Fontanella (1) Harrison Edwards (1) Amos J. Storkey (1) Chenhongyi Yang (1) Adam Jelley (1) Grant Mair (1) Elliot J. Crowley (1)

Research topics

Machine Learning (5) Artificial Intelligence (3) Learning Paradigms · Artificial Intelligence (3) Learning Types (3) Core Methods (2) Deep Learning (1) Healthcare & Medicine (1) Architectures (1) Clinical (1) Learning Paradigms · Machine Learning (1) Optimization & Theory (1) Techniques (1)

Keywords

few-shot learning (3) attention mechanism (2) representation learning (1) image classification (1) contrastive learning (1) adversarial learning (1) probabilistic modeling (1) transductive learning (1) medical imaging (1) neural architecture search (1) neural network optimization (1) graph attention (1) saliency map (1) probabilistic context-free grammar (1) generalization performance (1) partial observation (1) search space (1) lesion detection (1) convolutional operation (1) search space design (1)

Papers

einspace: Searching for Neural Architectures from Fundamental Operations NeurIPS 2024 ACAT: Adversarial Counterfactual Attention for Classification and Detection in Medical Imaging ICML 2023 Contrastive Meta-Learning for Partially Observable Few-Shot Learning ICLR 2023 How to train your MAML ICLR 2019 Learning to Learn By Self-Critique NeurIPS 2019