Full Professor, University of Technology Nuremberg – formerly at UvA, VGG, FAIR
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.
@article{kopiczko2024vera,title={VeRA: Vector-based Random Matrix Adaptation},show_bib={true},author={Kopiczko, Dawid and Blankevoort, Tijmen and Asano, Yuki M.},year={2024},journal={ICLR}}
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*
@article{venkataramanan2024imagenet,show_bib={true},author={Venkataramanan, Shashanka and Rizve, Mamshad Nayeem and Carreira, João and Asano*, Yuki M. and Avrithis*, Yannis},year={2024},journal={ICLR}}
Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations
Mohammadreza Salehi, Efstratios Gavves, Cees G. M. Snoek, and Yuki M. Asano
@article{salehi2023time,title={Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations},show_bib={true},author={Salehi, Mohammadreza and Gavves, Efstratios and Snoek, Cees G. M. and Asano, Yuki M.},year={2023},journal={ICCV}}
Self-Ordering Point Clouds
Pengwan Yang, Cees G. M. Snoek*, and Yuki M. Asano*
@article{yang2023self,title={Self-Ordering Point Clouds},show_bib={true},author={Yang, Pengwan and Snoek*, Cees G. M. and Asano*, Yuki M.},year={2023},journal={ICCV}}
BISCUIT: Causal Representation Learning from Binary Interactions
Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M. Asano, Taco Cohen, and Efstratios Gavves
@article{lippe2023biscuit,title={{BISCUIT}: Causal Representation Learning from Binary Interactions},show_bib={true},author={Lippe, Phillip and Magliacane, Sara and L{\"o}we, Sindy and Asano, Yuki M. and Cohen, Taco and Gavves, Efstratios},year={2023},journal={UAI}}
Self-labelling via simultaneous clustering and representation learning
Yuki M. Asano, Christian Rupprecht, and Andrea Vedaldi
@article{asano2020self,title={Self-labelling via simultaneous clustering and representation learning},author={Asano, Yuki M. and Rupprecht, Christian and Vedaldi, Andrea},journal={ICLR},year={2020}}
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
@article{asano2021emergent,author={Asano, Yuki M. and Kolb, Jakob J. and Heitzig, Jobst and Farmer, J. Doyne},title={Emergent inequality and business cycles in a simple behavioral macroeconomic model},year={2021},publisher={National Academy of Sciences},journal={Proceedings of the National Academy of Sciences (PNAS)}}
Self-supervised learning of object parts for semantic segmentation
@article{ziegler2022self,title={Self-supervised learning of object parts for semantic segmentation},author={Ziegler, Adrian and Asano, Yuki M},journal={CVPR},year={2022}}
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
@article{patrick2021keeping,title={Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers},author={Patrick*, Mandela and Campbell*, Dylan and Asano*, Yuki M. and Misra, Ishan and Metze, Florian and Feichtenhofer, Christoph and Vedaldi, Andrea and Henriques, João F.},journal={NeurIPS},year={2021}}
CITRIS: Causal Identifiability from Temporal Intervened Sequences
Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M. Asano, Taco Cohen, and Efstratios Gavves
@article{asano2023extrapolating,title={The Augmented Image Prior: Distilling 1000 Classes by Extrapolating from a Single Image},author={Asano*, Yuki M. and Saeed*, Aaqib},journal={ICLR},year={2023}}
