Yuki M. Asano

Full Professor, University of Technology Nuremberg – formerly at UvA, VGG, FAIR

yuki.jpg

Ulmenstr 52i

90461 Nürnberg

University of Technology Nuremberg

I’m the head of the Fundamental AI (FunAI) Lab and full Professor at the University of Technology Nuremberg. Prior to this, I lead the QUVA lab at the University of Amsterdam, where I closely collaborated with Qualcomm AI Research. My PhD was at the Visual Geometry Group (VGG) at the University of Oxford, where I worked with Andrea Vedaldi and Christian Rupprecht. Also, I love running, the mountains ⛰️ and their combination.

news

Oct 7, 2024 Started my new position at the UTN, where we start our brand new FunAI Lab.
Jul 20, 2024 One paper accepted at BMVC and two papers at GDPR’24 (incl. one oral)!
Jul 1, 2024 Five papers accepted at ECCV’24. We’re on a roll!

selected publications

  1. vera.png
    VeRA: Vector-based Random Matrix Adaptation
    Dawid Kopiczko, Tijmen Blankevoort, and Yuki M. Asano
    ICLR, 2024
  2. dora.png
    Is ImageNet worth 1 video? Learning strong image encoders from 1 long unlabelled video
    Shashanka Venkataramanan, Mamshad Nayeem Rizve, João Carreira, Yuki M. Asano*, and Yannis Avrithis*
    ICLR, 2024
  3. timetuning.png
    Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations
    Mohammadreza Salehi, Efstratios Gavves, Cees G. M. Snoek, and Yuki M. Asano
    ICCV, 2023
  4. self_points.png
    Self-Ordering Point Clouds
    Pengwan Yang, Cees G. M. Snoek*, and Yuki M. Asano*
    ICCV, 2023
  5. biscuit.png
    BISCUIT: Causal Representation Learning from Binary Interactions
    Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M. Asano, Taco Cohen, and Efstratios Gavves
    UAI, 2023
  6. self-clusters.jpg
    Self-labelling via simultaneous clustering and representation learning
    Yuki M. Asano, Christian Rupprecht, and Andrea Vedaldi
    ICLR, 2020
  7. ramsey.png
    Emergent inequality and business cycles in a simple behavioral macroeconomic model
    Yuki M. Asano, Jakob J. Kolb, Jobst Heitzig, and J. Doyne Farmer
    Proceedings of the National Academy of Sciences (PNAS), 2021
  8. leopart.png
    Self-supervised learning of object parts for semantic segmentation
    Adrian Ziegler, and Yuki M Asano
    CVPR, 2022
  9. motionformer.png
    Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers
    Mandela Patrick*, Dylan Campbell*, Yuki M. Asano*, Ishan Misra, Florian Metze, Christoph Feichtenhofer, Andrea Vedaldi, and João F. Henriques
    NeurIPS, 2021
  10. citris.png
    CITRIS: Causal Identifiability from Temporal Intervened Sequences
    Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M. Asano, Taco Cohen, and Efstratios Gavves
    ICML, 2022
  11. kd.png
    The Augmented Image Prior: Distilling 1000 Classes by Extrapolating from a Single Image
    Yuki M. Asano*, and Aaqib Saeed*
    ICLR, 2023