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Zeynep Akata
Zeynep Akata
Professor at TUM and Director at Helmholtz Munich
helmholtz-munich.de의 이메일 확인됨 - 홈페이지
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Generative adversarial text to image synthesis
S Reed, Z Akata, X Yan, L Logeswaran, B Schiele, H Lee
ICML, 2016
42922016
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
19692019
Evaluation of Output Embeddings for Fine-Grained Image Classification
Z Akata, S Reed, D Walter, H Lee, B Schiele
IEEE CVPR, 2015
12732015
Feature Generating Networks for Zero-Shot Learning
Y Xian, T Lorenz, B Schiele, Z Akata
IEEE CVPR, 2018
11932018
Learning deep representations of fine-grained visual descriptions
S Reed, Z Akata, H Lee, B Schiele
IEEE CVPR, 2016
10752016
Label-embedding for image classification
Z Akata, F Perronnin, Z Harchaoui, C Schmid
IEEE TPAMI 38 (7), 1425-1438, 2016
9842016
Zero-Shot Learning-The Good, the Bad and the Ugly
Y Xian, B Schiele, Z Akata
IEEE CVPR, 2017
9832017
Learning what and where to draw
SE Reed, Z Akata, S Mohan, S Tenka, B Schiele, H Lee
NIPS, 2016
9472016
Latent embeddings for zero-shot classification
Y Xian, Z Akata, G Sharma, Q Nguyen, M Hein, B Schiele
IEEE CVPR, 2016
8792016
Label-embedding for attribute-based classification
Z Akata, F Perronnin, Z Harchaoui, C Schmid
IEEE CVPR, 2013
8452013
Generalized Zero-and Few-Shot Learning via Aligned Variational Autoencoders
E Schönfeld, S Ebrahimi, S Sinha, T Darrell, Z Akata
IEEE CVPR, 2019
8082019
Generating visual explanations
LA Hendricks, Z Akata, M Rohrbach, J Donahue, B Schiele, T Darrell
ECCV, 2016
7852016
f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning
Y Xian, S Sharma, B Schiele, Z Akata
IEEE CVPR, 2019
6302019
Multimodal explanations: Justifying decisions and pointing to the evidence
DH Park, LA Hendricks, Z Akata, B Schiele, T Darrell, M Rohrbach
IEEE CVPR, 2018
605*2018
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
4552018
A research agenda for hybrid intelligence: augmenting human intellect with collaborative, adaptive, responsible, and explainable artificial intelligence
Z Akata, D Balliet, M De Rijke, F Dignum, V Dignum, G Eiben, A Fokkens, ...
Computer 53 (8), 18-28, 2020
4242020
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
4062016
Textual Explanations for Self-Driving Vehicles
J Kim, A Rohrbach, T Darrell, J Canny, Z Akata
ECCV, 2018
3902018
Attribute prototype network for zero-shot learning
W Xu, Y Xian, J Wang, B Schiele, Z Akata
NeurIPS, 2020
3292020
Learning Robust Representations via Multi-View Information Bottleneck
M Federici, A Dutta, P Forré, N Kushman, Z Akata
ICLR, 2020
2972020
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