Jacob Pfau
Dalhousie University(CA)Imperial College London(GB)New York University(US)
Publications by Year
Research Areas
Cutaneous Melanoma Detection and Management, AI in cancer detection, Explainable Artificial Intelligence (XAI), Topic Modeling, Natural Language Processing Techniques
Most-Cited Works
- → Artificial Intelligence in Dermatology: A Primer(2020)225 cited
- → Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback(2023)89 cited
- → Stress testing reveals gaps in clinic readiness of image-based diagnostic artificial intelligence models(2021)51 cited
- → Goal Misgeneralization in Deep Reinforcement Learning(2021)22 cited
- → Artificial Intelligence in Teledermatology(2019)18 cited
- → Global Saliency: Aggregating Saliency Maps to Assess Dataset Artefact\n Bias(2019)7 cited
- → Self-Consistency of Large Language Models under Ambiguity(2023)4 cited
- Objective Robustness in Deep Reinforcement Learning.(2021)
- → Robust Semantic Interpretability: Revisiting Concept Activation Vectors(2021)2 cited