Jan Hendrik Metzen
15 papers · 2014–2024 · 8 conferences · across top CS/AI conferences
Achievements
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🧭 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
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