Jonas Fischer
9 papers · 2021–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (6) π Renaissance Researcher (6) π Academic Marathon (5) πΊοΈ Taxonomy Completionist (16)
π
Academic Marathon
(5)
π
Renaissance Researcher
(6)
π
Interdisciplinary Bridge
π
Grand Slam
β
The Questioner
(3)
π₯
Unstoppable
(5)
Conferences
ICLR (2)
ICML (2)
AAAI (1)
ACL (1)
EACL (1)
ICCV (1)
NIPS (1)
Top co-authors
Keywords
minimum description length
(2)
pattern discovery
(2)
prompt engineering
(1)
interpretable machine learning
(1)
neural network interpretability
(1)
model interpretability
(1)
structural learning
(1)
domain knowledge
(1)
classification error
(1)
model comparison
(1)
foundation model
(1)
zero-shot model
(1)
feature visualization
(1)
interpretable neural network
(1)
distribution alignment
(1)
information flow
(1)
gene regulatory network
(1)
binary neural network
(1)
historical document
(1)
rule mining
(1)
Papers
Detecting Latin in Historical Books with Large Language Models: A Multimodal Benchmark
EACL 2026
VITAL: More Understandable Feature Visualization through Distribution Alignment and Relevant Information Flow
ICCV 2025
Whatβs the Difference? Supporting Users in Identifying the Effects of Prompt and Model Changes Through Token Patterns
ACL 2025
Pruning neural network models for gene regulatory dynamics using data and domain knowledge
NIPS 2024
Finding Interpretable Class-Specific Patterns through Efficient Neural Search
AAAI 2024
Federated Learning from Small Datasets
ICLR 2023
Label-Descriptive Patterns and Their Application to Characterizing Classification Errors
ICML 2022
Plant 'n' Seek: Can You Find the Winning Ticket?
ICLR 2022
Whatβs in the Box? Exploring the Inner Life of Neural Networks with Robust Rules
ICML 2021