Yannic Kilcher
Publications by Year
Research Areas
Topic Modeling, Adversarial Robustness in Machine Learning, Natural Language Processing Techniques, Generative Adversarial Networks and Image Synthesis, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → OpenAssistant Conversations -- Democratizing Large Language Model Alignment(2023)134 cited
- Audio Based Bird Species Identification using Deep Learning Techniques(2016)
- → The Odds are Odd: A Statistical Test for Detecting Adversarial Examples(2019)60 cited
- → How does BERT capture semantics? A closer look at polysemous words(2020)50 cited
- → FIGARO: Generating Symbolic Music with Fine-Grained Artistic Control(2022)17 cited
- → Adversarial Training is a Form of Data-dependent Operator Norm Regularization(2019)15 cited
- → Generative Minimization Networks: Training GANs Without Competition(2021)7 cited
- → Scalable Adaptive Stochastic Optimization Using Random Projections(2016)7 cited
- → Adversarial training generalizes data-dependent spectral norm regularization(2019)6 cited