Pfau, Jacob

Artificial Intelligence in Dermatology: A Primer

Young, A. T., Xiong, M., Pfau, J., Keiser, M. J., & Wei, M. L. (2020) · Journal of Investigative Dermatology

Cutaneous Melanoma Detection and ManagementAI in cancer detection

Cited by 249

Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback

Casper, S., Davies, X., Shi, C., Gilbert, T. K., Scheurer, J., Rando, J., Freedman, R., Korbak, T., Lindner, D., Freire, P., et al. (2023) · arXiv

Reinforcement Learning in RoboticsPsychiatry, Mental Health, Neuroscience

Cited by 101

Taking AI Welfare Seriously

Long, R., Sebo, J., Butlin, P., Finlinson, K., Fish, K., Harding, J., Pfau, J., Sims, T., Birch, J., & Chalmers, D. (2024) · arXiv

Ethics and Social Impacts of AILiterary and Philosophical Studies

Cited by 27

Let's Think Dot by Dot: Hidden Computation in Transformer Language Models

Pfau, J., Merrill, W., & Bowman, S. R. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 6

Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback

Casper, S., Davies, X., Shi, C., Krendl Gilbert, T., Scheurer, J., Rando Ramirez, J., Freedman, R., Korbak, T., Lindner, D., Freire, P., et al. (2023) · ETH Zurich

Reinforcement Learning in RoboticsMachine Learning and Algorithms

Cited by 3

When Benchmarks Talk: Re-Evaluating Code LLMs with Interactive Feedback

Pan, J., Shar, R., Pfau, J., Talwalkar, A., He, H., & Chen, V. (2025) · arXiv

Software Engineering ResearchSoftware Testing and Debugging Techniques

Cited by 0