Zeynep Akata
Zeynep Akata
Professor of Computer Science, University of Tübingen
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Año
Generative adversarial text to image synthesis
S Reed, Z Akata, X Yan, L Logeswaran, B Schiele, H Lee
ICML, 2016
15782016
Evaluation of Output Embeddings for Fine-Grained Image Classification
Z Akata, S Reed, D Walter, H Lee, B Schiele
IEEE CVPR, 2015
5722015
Label-embedding for attribute-based classification
Z Akata, F Perronnin, Z Harchaoui, C Schmid
IEEE CVPR, 2013
4392013
Learning deep representations of fine-grained visual descriptions
S Reed, Z Akata, H Lee, B Schiele
IEEE CVPR, 2016
4012016
Zero-shot learning-A comprehensive evaluation of the good, the bad and the ugly
Y Xian, CH Lampert, B Schiele, Z Akata
IEEE TPAMI, 2019
3792019
Latent embeddings for zero-shot classification
Y Xian, Z Akata, G Sharma, Q Nguyen, M Hein, B Schiele
IEEE CVPR, 2016
3642016
Learning what and where to draw
SE Reed, Z Akata, S Mohan, S Tenka, B Schiele, H Lee
NIPS, 2016
3402016
Label-embedding for image classification
Z Akata, F Perronnin, Z Harchaoui, C Schmid
IEEE TPAMI 38 (7), 1425-1438, 2016
3312016
Generating visual explanations
LA Hendricks, Z Akata, M Rohrbach, J Donahue, B Schiele, T Darrell
ECCV, 2016
3042016
Zero-Shot Learning-The Good, the Bad and the Ugly
Y Xian, B Schiele, Z Akata
IEEE CVPR, 2017
2912017
Feature Generating Networks for Zero-Shot Learning
Y Xian, T Lorenz, B Schiele, Z Akata
IEEE CVPR, 2018
2452018
Multimodal explanations: Justifying decisions and pointing to the evidence
DH Park, LA Hendricks, Z Akata, B Schiele, T Darrell, M Rohrbach
IEEE CVPR, 2018
178*2018
Good practice in large-scale learning for image classification
Z Akata, F Perronnin, Z Harchaoui, C Schmid
IEEE TPAMI 36 (3), 507-520, 2014
1522014
Towards good practice in large-scale learning for image classification
F Perronnin, Z Akata, Z Harchaoui, C Schmid
IEEE CVPR, 2012
1332012
Exploiting saliency for object segmentation from image level labels
S Joon Oh, R Benenson, A Khoreva, Z Akata, M Fritz, B Schiele
IEEE CVPR, 2017
99*2017
Learning to generate images of outdoor scenes from attributes and semantic layouts
L Karacan, Z Akata, A Erdem, E Erdem
arXiv preprint arXiv:1612.00215, 2016
982016
Generalized Zero-and Few-Shot Learning via Aligned Variational Autoencoders
E Schönfeld, S Ebrahimi, S Sinha, T Darrell, Z Akata
IEEE CVPR, 2019
882019
Multi-cue zero-shot learning with strong supervision
Z Akata, M Malinowski, M Fritz, B Schiele
IEEE CVPR, 2016
852016
Non-negative matrix factorization in multimodality data for segmentation and label prediction
Z Akata, C Thurau, C Bauckhage
832011
Explainable AI: the new 42?
R Goebel, A Chander, K Holzinger, F Lecue, Z Akata, S Stumpf, ...
International cross-domain conference for machine learning and knowledge …, 2018
732018
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