Generative adversarial text to image synthesis S Reed, Z Akata, X Yan, L Logeswaran, B Schiele, H Lee ICML, 2016 | 3912 | 2016 |
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 | 1717 | 2019 |
Evaluation of Output Embeddings for Fine-Grained Image Classification Z Akata, S Reed, D Walter, H Lee, B Schiele IEEE CVPR, 2015 | 1205 | 2015 |
Feature Generating Networks for Zero-Shot Learning Y Xian, T Lorenz, B Schiele, Z Akata IEEE CVPR, 2018 | 1057 | 2018 |
Learning deep representations of fine-grained visual descriptions S Reed, Z Akata, H Lee, B Schiele IEEE CVPR, 2016 | 988 | 2016 |
Label-embedding for image classification Z Akata, F Perronnin, Z Harchaoui, C Schmid IEEE TPAMI 38 (7), 1425-1438, 2016 | 907 | 2016 |
Learning what and where to draw SE Reed, Z Akata, S Mohan, S Tenka, B Schiele, H Lee NIPS, 2016 | 892 | 2016 |
Zero-Shot Learning-The Good, the Bad and the Ugly Y Xian, B Schiele, Z Akata IEEE CVPR, 2017 | 868 | 2017 |
Latent embeddings for zero-shot classification Y Xian, Z Akata, G Sharma, Q Nguyen, M Hein, B Schiele IEEE CVPR, 2016 | 835 | 2016 |
Label-embedding for attribute-based classification Z Akata, F Perronnin, Z Harchaoui, C Schmid IEEE CVPR, 2013 | 806 | 2013 |
Generating visual explanations LA Hendricks, Z Akata, M Rohrbach, J Donahue, B Schiele, T Darrell ECCV, 2016 | 726 | 2016 |
Generalized Zero-and Few-Shot Learning via Aligned Variational Autoencoders E Schönfeld, S Ebrahimi, S Sinha, T Darrell, Z Akata IEEE CVPR, 2019 | 712 | 2019 |
Multimodal explanations: Justifying decisions and pointing to the evidence DH Park, LA Hendricks, Z Akata, B Schiele, T Darrell, M Rohrbach IEEE CVPR, 2018 | 551* | 2018 |
f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning Y Xian, S Sharma, B Schiele, Z Akata IEEE CVPR, 2019 | 550 | 2019 |
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 | 423 | 2018 |
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 | 380 | 2016 |
Textual Explanations for Self-Driving Vehicles J Kim, A Rohrbach, T Darrell, J Canny, Z Akata ECCV, 2018 | 322 | 2018 |
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 | 317 | 2020 |
Attribute prototype network for zero-shot learning W Xu, Y Xian, J Wang, B Schiele, Z Akata NeurIPS, 2020 | 251 | 2020 |
Learning Robust Representations via Multi-View Information Bottleneck M Federici, A Dutta, P Forré, N Kushman, Z Akata ICLR, 2020 | 243 | 2020 |