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Yuki M. Asano
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Self-labelling via simultaneous clustering and representation learning
YM Asano, C Rupprecht, A Vedaldi
International Conference on Learning Representations (ICLR) 2020, 2019
4492019
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
156*2021
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
1502020
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
1252019
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
962020
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
942021
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
32*2021
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
202021
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
192021
Emergent inequality and business cycles in a simple behavioral macroeconomic model
YM Asano, JJ Kolb, J Heitzig, JD Farmer
Proceedings of the National Academy of Sciences (PNAS) 118 (27), 2021
17*2021
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
172021
CITRIS: Causal Identifiability from Temporal Intervened Sequences
P Lippe, S Magliacane, S Lwe, YM Asano, T Cohen, E Gavves
International Conference on Machine Learning (ICML) 2022, 2022
162022
Rising adoption and retention of meat-free diets in online recipe data
YM Asano, G Biermann
Nature Sustainability 2 (7), 621-627, 2019
152019
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
102022
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
82021
icitris: Causal representation learning for instantaneous temporal effects
P Lippe, S Magliacane, S Lwe, YM Asano, T Cohen, E Gavves
arXiv preprint arXiv:2206.06169, 2022
42022
Extrapolating from a single image to a thousand classes using distillation
YM Asano, A Saeed
arXiv preprint arXiv:2112.00725, 2021
32021
Prompt Generation Networks for Efficient Adaptation of Frozen Vision Transformers
J Loedeman, MC Stol, T Han, YM Asano
arXiv preprint arXiv:2210.06466, 2022
12022
Intervention Design for Causal Representation Learning
P Lippe, S Magliacane, S Lwe, YM Asano, T Cohen, E Gavves
UAI 2022 Workshop on Causal Representation Learning, 2022
12022
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
12022
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