Thomas Lukasiewicz

19

Papers

31

Total Citations

Papers (19)

Benchmarking Predictive Coding Networks -- Made Simple

Hard Regularization to Prevent Deep Online Clustering Collapse without Data Augmentation

Shh, don't say that! Domain Certification in LLMs

Towards Certification of Uncertainty Calibration under Adversarial Attacks

ManiGAN: Text-Guided Image Manipulation

RSG: A Simple but Effective Module for Learning Imbalanced Datasets

Rethinking Bayesian Deep Learning Methods for Semi-Supervised Volumetric Medical Image Segmentation

E-ViL: A Dataset and Benchmark for Natural Language Explanations in Vision-Language Tasks

Predictive Coding beyond Correlations

Learning on Arbitrary Graph Topologies via Predictive Coding

Mathematical Capabilities of ChatGPT

e-SNLI: Natural Language Inference with Natural Language Explanations

Controllable Text-to-Image Generation

BoxE: A Box Embedding Model for Knowledge Base Completion

Coherent Hierarchical Multi-Label Classification Networks

Lightweight Generative Adversarial Networks for Text-Guided Image Manipulation

Can the Brain Do Backpropagation? --- Exact Implementation of Backpropagation in Predictive Coding Networks

Associative Memories via Predictive Coding

Predictive Coding beyond Gaussian Distributions