Witt Lab

People / Constantin Venhoff

Constantin Venhoff

Constantin Venhoff

PhD student, co-supervised

University of Oxford

Co-supervised with Prof. Philip Torr

Google Scholar

Education

DPhil, University of Oxford, ongoing

Publications with the lab

Full publication list on Google Scholar.

  1. 2026
    Multimodal Model Diffing for Feature Discovery and ControlH. Batra, L. Naghashyar, A. Khakzar, P. Torr, R. Clark, C. Schroeder de Witt, C. Venhoff
    arXiv preprint; workshop version at AI4GOOD, ICML 2026Paper
  2. 2026
    Towards Understanding Multimodal Fine-Tuning: Spatial FeaturesL. Naghashyar, H. Batra, A. Khakzar, P. Torr, R. Clark, C. Schroeder de Witt, C. Venhoff
    arXiv preprint 2602.08713Paper
  3. 2025
    Mixture of Experts Made Intrinsically InterpretableX. Yang, C. Venhoff, A. Khakzar, C. Schroeder de Witt, P. K. Dokania, A. Bibi, P. Torr
    arXiv preprint 2503.07639Paper
  4. 2025
    Predicting Weak-to-Strong Generalization from Latent RepresentationsB. Wilop, C. Schroeder de Witt, Y. Gal, P. Torr, C. Venhoff
    Preprint
  5. 2024
    SAGE: Scalable Ground Truth Evaluations for Large Sparse AutoencodersC. Venhoff, A. Calinescu, P. Torr, C. Schroeder de Witt
    arXiv preprint 2410.07456Paper