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← Authors

Jan Hendrik Metzen

15 papers · 2014–2024 · 8 conferences · across top CS/AI conferences

Achievements

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+7 more ↓ 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (8) 🏃 Academic Marathon (10) 🐝 Cross-Pollinator (12)
🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (8) 🏃 Academic Marathon (10) 💎 Century Club (15) 📈 Trend Setter ❓ The Questioner 🔥 Unstoppable (9)

Conferences

ICLR (4) ICCV (3) CVPR (2) JMLR (2) ECCV (1) ICML (1) NIPS (1) WACV (1)

Top co-authors

Thomas Elsken (3) Chaithanya Kumar Mummadi (3) Frank Hutter (3) Robin Hutmacher (2) Dan Zhang (2) Thomas Brox (2) Maksym Yatsura (2) N. Grace Hua (2) Volker Fischer (2) Heike Adel (1)

Keywords

adversarial training (2) neural architecture search (2) adversarial robustness (2) semantic segmentation (1) image captioning (1) few-shot learning (1) vision transformer (1) image retrieval (1) model robustness (1) multimodal learning (1) network architecture (1) robust classification (1) robust optimization (1) image classification (1) deep learning (1) regret minimization (1) gaussian process (1) bayesian optimization (1) adversarial attack (1) active learning (1)

Papers

Label-free Neural Semantic Image Synthesis ECCV 2024 SciOL and MuLMS-Img: Introducing a Large-Scale Multimodal Scientific Dataset and Models for Image-Text Tasks in the Scientific Domain WACV 2024 Certified Defences Against Adversarial Patch Attacks on Semantic Segmentation ICLR 2023 Identification of Systematic Errors of Image Classifiers on Rare Subgroups ICCV 2023 Give Me Your Attention: Dot-Product Attention Considered Harmful for Adversarial Patch Robustness CVPR 2022 Efficient Certified Defenses Against Patch Attacks on Image Classifiers ICLR 2021 Does enhanced shape bias improve neural network robustness to common corruptions? ICLR 2021 Meta-Learning of Neural Architectures for Few-Shot Learning CVPR 2020 Efficient Multi-Objective Neural Architecture Search via Lamarckian Evolution ICLR 2019 Defending Against Universal Perturbations With Shared Adversarial Training ICCV 2019 Neural Architecture Search: A Survey JMLR 2019 Scaling provable adversarial defenses NIPS 2018 Universal Adversarial Perturbations Against Semantic Image Segmentation ICCV 2017 Minimum Regret Search for Single- and Multi-Task Optimization ICML 2016 Active Contextual Policy Search JMLR 2014