Spremljaj
Yuki M. Asano
Yuki M. Asano
Full Professor, Head of FunAI Lab, University of Technology Nuremberg
Preverjeni e-poštni naslov na utn.de - Domača stran
Naslov
Navedeno
Navedeno
Leto
Self-labelling via simultaneous clustering and representation learning
YM Asano, C Rupprecht, A Vedaldi
International Conference on Learning Representations (ICLR) 2020, 2019
9232019
Support-set bottlenecks for video-text representation learning
M Patrick, PY Huang, Y Asano, F Metze, A Hauptmann, J Henriques, ...
International Conference on Learning Representations (ICLR) 2021, 2020
2972020
Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers
M Patrick, D Campbell, YM Asano, IMF Metze, C Feichtenhofer, A Vedaldi, ...
Advances in Neural Information Processing Systems (NeurIPS) 2021, 2021
2932021
On compositions of transformations in contrastive self-supervised learning
M Patrick, YM Asano, P Kuznetsova, R Fong, JF Henriques, G Zweig, ...
International Conference on Computer Vision (ICCV) 2021, 9577-9587, 2021
253*2021
Bias Out-of-the-Box: An Empirical Analysis of Intersectional Occupational Biases in Popular Generative Language Models
H Kirk, Y Jun, H Iqbal, E Benussi, F Volpin, FA Dreyer, A Shtedritski, ...
Advances in Neural Information Processing Systems (NeurIPS) 2021, 2021
2272021
Labelling unlabelled videos from scratch with multi-modal self-supervision
YM Asano, M Patrick, C Rupprecht, A Vedaldi
Advances in Neural Information Processing Systems (NeurIPS) 2020, 2020
1822020
A critical analysis of self-supervision, or what we can learn from a single image
YM Asano, C Rupprecht, A Vedaldi
International Conference on Learning Representations (ICLR) 2020, 2019
1762019
Vera: Vector-based random matrix adaptation
DJ Kopiczko, T Blankevoort, YM Asano
International Conference on Learning Representations (ICLR) 2024, 2024
1582024
CITRIS: Causal Identifiability from Temporal Intervened Sequences
P Lippe, S Magliacane, S Löwe, YM Asano, T Cohen, E Gavves
International Conference on Machine Learning (ICML) 2022, 2022
1122022
Self-Supervised Learning of Object Parts for Semantic Segmentation
A Ziegler, YM Asano
Conference on Computer Vision and Pattern Recognition (CVPR) 2022, 14502-14511, 2022
1122022
PASS: An ImageNet replacement for self-supervised pretraining without humans
Y Asano, C Rupprecht, A Zisserman, A Vedaldi
Neural Information Processing Systems Datasets and Benchmarks Track 2021, 2021
652021
Causal Representation Learning for Instantaneous and Temporal Effects in Interactive Systems
P Lippe, S Magliacane, S Löwe, YM Asano, T Cohen, E Gavves
International Conference on Learning Representations (ICLR) 2023, 0
64*
Self-supervised object detection from audio-visual correspondence
T Afouras, YM Asano, F Fagan, A Vedaldi, F Metze
Conference on Computer Vision and Pattern Recognition (CVPR) 2022, 2021
612021
Looking for a Handsome Carpenter! Debiasing GPT-3 Job Advertisements
C Borchers, DS Gala, B Gilburt, E Oravkin, W Bounsi, YM Asano, HR Kirk
4th Workshop on Gender Bias in Natural Language Processing at NAACL 2022, 2022
502022
Space-Time Crop & Attend: Improving Cross-modal Video Representation Learning
M Patrick, YM Asano, B Huang, I Misra, F Metze, J Henriques, A Vedaldi
International Conference on Computer Vision (ICCV) 2021, 2021
422021
Rising adoption and retention of meat-free diets in online recipe data
YM Asano, G Biermann
Nature Sustainability 2 (7), 621-627, 2019
362019
Memes in the Wild: Assessing the Generalizability of the Hateful Memes Challenge Dataset
HR Kirk, Y Jun, P Rauba, G Wachtel, R Li, X Bai, N Broestl, M Doff-Sotta, ...
Workshop on Online Abuse and Harms (WOAH), ACL 2021, 2021
352021
Self-Guided Diffusion Models
VT Hu, DW Zhang, YM Asano, GJ Burghouts, CGM Snoek
Conference on Computer Vision and Pattern Recognition (CVPR) 2023, 2023
332023
Skip-attention: Improving vision transformers by paying less attention
S Venkataramanan, A Ghodrati, YM Asano, F Porikli, A Habibian
International Conference on Learning Representations (ICLR) 2024, 2024
322024
BISCUIT: Causal Representation Learning from Binary Interactions
P Lippe, S Magliacane, S Löwe, YM Asano, T Cohen, E Gavves
Conference on Uncertainty in Artificial Intelligence (UAI), 2023
312023
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