Jan Hendrik Metzen
15 papers · 2014–2024 · 8 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
Jump to papers ↓+5 more ↓ Show less ↑
π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (29)
ποΈ
Keyword Collector
(62)
π
Trend Setter
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
β
The Questioner
Top co-authors
Research topics
Machine Learning
(12)
Learning Types Β· Machine Learning
(8)
Deep Learning
(6)
Application Areas
(5)
Artificial Intelligence
(4)
Core AI
(3)
Learning Types Β· Deep Learning
(3)
Optimization & Theory
(3)
Techniques
(2)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Architectures
(1)
Core Methods
(1)
Learning Paradigms Β· Artificial Intelligence
(1)
Learning Paradigms Β· Machine Learning
(1)
Keywords
neural architecture search
(3)
adversarial training
(2)
image classifier
(2)
adversarial robustness
(2)
certified robustness
(2)
semantic segmentation
(2)
adversarial attack
(2)
patch attack
(2)
image captioning
(1)
multimodal learning
(1)
data augmentation
(1)
model robustness
(1)
image retrieval
(1)
robust classification
(1)
vision transformer
(1)
deep learning
(1)
efficient inference
(1)
network architecture
(1)
corruption robustness
(1)
few-shot 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
Does enhanced shape bias improve neural network robustness to common corruptions?
ICLR 2021
Efficient Certified Defenses Against Patch Attacks on Image Classifiers
ICLR 2021
Meta-Learning of Neural Architectures for Few-Shot Learning
CVPR 2020
Defending Against Universal Perturbations With Shared Adversarial Training
ICCV 2019
Efficient Multi-Objective Neural Architecture Search via Lamarckian Evolution
ICLR 2019
Neural Architecture Search: A Survey
JMLR 2019
Scaling provable adversarial defenses
NeurIPS 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