Yannic Neuhaus
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Speech Recognition and Synthesis, Speech and Audio Processing, Music and Audio Processing, Explainable Artificial Intelligence (XAI)
Most-Cited Works
- → Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet(2023)16 cited
- → DiG-IN: Diffusion Guidance for Investigating Networks - Uncovering Classifier Differences, Neuron Visualisations, and Visual Counterfactual Explanations(2024)2 cited
- → Spurious Features Everywhere -- Large-Scale Detection of Harmful Spurious Features in ImageNet(2022)1 cited
- On the Out-of-Distribution Generalization of Reasoning in Multimodal LLMs for Simple Visual Planning Tasks(2026)
- → DiG-IN: Diffusion Guidance for Investigating Networks -- Uncovering Classifier Differences Neuron Visualisations and Visual Counterfactual Explanations(2023)
- → RePOPE: Impact of Annotation Errors on the POPE Benchmark(2025)
- → DASH: Detection and Assessment of Systematic Hallucinations of VLMs(2025)