Jörg K.H. Franke
7 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (7)
🗺️
Taxonomy Completionist
(14)
Conferences
ICLR (4)
NIPS (2)
WACV (1)
Top co-authors
Keywords
model compression
(1)
semantic segmentation
(1)
constraint optimization
(1)
neural architecture search
(1)
medical image segmentation
(1)
deep learning
(1)
iterative refinement
(1)
multi-objective optimization
(1)
language model
(1)
surrogate model
(1)
weight decay
(1)
uncertainty estimation
(1)
hardware metric
(1)
augmented lagrangian method
(1)
latent feature recycling
(1)
perplexity estimation
(1)
parameter matrix
(1)
hardware-aware benchmark
(1)
surrogate prediction
(1)
constrained parameter regularization
(1)
Papers
Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues
ICLR 2025
KinPFN: Bayesian Approximation of RNA Folding Kinetics using Prior-Data Fitted Networks
ICLR 2025
Beyond Random Augmentations: Pretraining with Hard Views
ICLR 2025
Improving Deep Learning Optimization through Constrained Parameter Regularization
NIPS 2024
RecycleNet: Latent Feature Recycling Leads to Iterative Decision Refinement
WACV 2024
HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models
NIPS 2024
Sample-Efficient Automated Deep Reinforcement Learning
ICLR 2021