Jörg K.H. Franke
7 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(25)
🌈
Renaissance Researcher
(6)
Venues
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Research topics
Machine Learning
(5)
Deep Learning
(4)
Artificial Intelligence
(3)
Learning Types
(3)
Optimization & Theory
(3)
Application Areas
(2)
Architectures
(2)
Core AI
(2)
Techniques
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Analysis
(1)
Keywords
neural architecture search
(2)
deep reinforcement learning
(1)
sequence modeling
(1)
contrastive learning
(1)
semantic segmentation
(1)
sample efficiency
(1)
vision transformer
(1)
approximate inference
(1)
hyperparameter optimization
(1)
self-supervised learning
(1)
constraint optimization
(1)
data augmentation
(1)
medical image segmentation
(1)
deep learning
(1)
iterative refinement
(1)
multi-objective optimization
(1)
language model
(1)
surrogate model
(1)
synthetic data
(1)
weight decay
(1)
Papers
Beyond Random Augmentations: Pretraining with Hard Views
ICLR 2025
KinPFN: Bayesian Approximation of RNA Folding Kinetics using Prior-Data Fitted Networks
ICLR 2025
Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues
ICLR 2025
HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models
NeurIPS 2024
Improving Deep Learning Optimization through Constrained Parameter Regularization
NeurIPS 2024
RecycleNet: Latent Feature Recycling Leads to Iterative Decision Refinement
WACV 2024
Sample-Efficient Automated Deep Reinforcement Learning
ICLR 2021