PPaperPicks

Thomas Lukasiewicz

Vienna University of Technology, Austria

16 papers at tracked venues · 12 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. CircuitSynth: Reliable Synthetic Data Generation
  2. GraphSynth: Resolving the Diversity-Reliability Trade-off with Probabilistic Factor Graphs
  3. Benchmarking Predictive Coding Networks - Made Simple
  4. Effective and Efficient Medical Image Segmentation with Hierarchical Context Interaction
  5. Investigating Multi-layer Representations for Dense Passage Retrieval
  6. Shh, don't say that! Domain Certification in LLMs
  7. Towards Certification of Uncertainty Calibration under Adversarial Attacks
  8. A Stable, Fast, and Fully Automatic Learning Algorithm for Predictive Coding Networks
  9. Bad Predictive Coding Activation Functions
  10. Fool Me Once? Contrasting Textual and Visual Explanations in a Clinical Decision-Support Setting
  11. Hard Regularization to Prevent Deep Online Clustering Collapse without Data Augmentation
  12. How Realistic Is Your Synthetic Data? Constraining Deep Generative Models for Tabular Data
  13. PiShield: A PyTorch Package for Learning with Requirements
  14. Predictive Coding beyond Correlations
  15. The Defeat of the Winograd Schema Challenge (Abstract Reprint)
  16. The IMO Small Challenge: Not-Too-Hard Olympiad Math Datasets for LLMs