Zeynep Akata

Cited by

	All	Since 2018
Citations	16865	15411
h-index	38	37
i10-index	69	67

3800

1900

950

2850

201420152016201720182019202020212022202398 144 233 768 1538 2251 2763 3426 3711 1708

Public access

View all

47 articles

3 articles

available

not available

Based on funding mandates

Co-authors

Bernt SchieleProfessor, Max Planck Institute for Informatics, Saarland Informatics Campus, Saarland UniversityVerified email at mpi-inf.mpg.de
Yongqin XianGoogleVerified email at google.com
Trevor DarrellProfessor of Computer Science, U.C. BerkeleyVerified email at eecs.berkeley.edu
Cordelia SchmidResearch director INRIA Verified email at inria.fr
Honglak LeeLG AI Research / U. MichiganVerified email at umich.edu
Scott ReedResearch Scientist, Google DeepMindVerified email at google.com
Lisa Anne M HendricksDeepMindVerified email at google.com
Florent PerronninNaver Labs EuropeVerified email at naverlabs.com
Massimiliano ManciniUniversity of TrentoVerified email at unitn.it
Zaid HarchaouiUniversity of WashingtonVerified email at uw.edu
Marcus RohrbachResearch Scientist, Facebook AI ResearchVerified email at fb.com
Anjan DuttaSenior Lecturer of Computer Science, University of SurreyVerified email at surrey.ac.uk
Anna RohrbachResearch Scientist, University of California, BerkeleyVerified email at berkeley.edu
Samarth SinhaUniversity of TorontoVerified email at mail.utoronto.ca
A. Sophia KoepkeUniversity of TübingenVerified email at uni-tuebingen.de
Yanbei ChenAWS AIVerified email at amazon.com
Seong Joon OhUniversity of TübingenVerified email at uni-tuebingen.de
Wenjia Xu（许文嘉）Beijing University of Posts and TelecommunicationsVerified email at bupt.edu.cn
Edgar SchönfeldMetaVerified email at meta.com
Sayna EbrahimiResearch Scientist at GoogleVerified email at berkeley.edu

Zeynep Akata

Professor of Computer Science, University of Tübingen

Verified email at uni-tuebingen.de - Homepage

Machine Learning Vision and Language Zero-Shot Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Generative adversarial text to image synthesis S Reed, Z Akata, X Yan, L Logeswaran, B Schiele, H Lee ICML, 2016	3194	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	1301	2019
Evaluation of Output Embeddings for Fine-Grained Image Classification Z Akata, S Reed, D Walter, H Lee, B Schiele IEEE CVPR, 2015	1060	2015
Feature Generating Networks for Zero-Shot Learning Y Xian, T Lorenz, B Schiele, Z Akata IEEE CVPR, 2018	840	2018
Learning deep representations of fine-grained visual descriptions S Reed, Z Akata, H Lee, B Schiele IEEE CVPR, 2016	839	2016
Label-embedding for image classification Z Akata, F Perronnin, Z Harchaoui, C Schmid IEEE TPAMI 38 (7), 1425-1438, 2016	768	2016
Latent embeddings for zero-shot classification Y Xian, Z Akata, G Sharma, Q Nguyen, M Hein, B Schiele IEEE CVPR, 2016	738	2016
Learning what and where to draw SE Reed, Z Akata, S Mohan, S Tenka, B Schiele, H Lee NIPS, 2016	731	2016
Label-embedding for attribute-based classification Z Akata, F Perronnin, Z Harchaoui, C Schmid IEEE CVPR, 2013	728	2013
Zero-Shot Learning-The Good, the Bad and the Ugly Y Xian, B Schiele, Z Akata IEEE CVPR, 2017	699	2017
Generating visual explanations LA Hendricks, Z Akata, M Rohrbach, J Donahue, B Schiele, T Darrell ECCV, 2016	637	2016
Generalized Zero-and Few-Shot Learning via Aligned Variational Autoencoders E Schönfeld, S Ebrahimi, S Sinha, T Darrell, Z Akata IEEE CVPR, 2019	527	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	458*	2018
f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning Y Xian, S Sharma, B Schiele, Z Akata IEEE CVPR, 2019	392	2019
Explainable AI: the new 42? R Goebel, A Chander, K Holzinger, F Lecue, Z Akata, S Stumpf, ... Machine Learning and Knowledge Extraction: Second IFIP TC 5, TC 8/WG 8.4, 8 …, 2018	328	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	288	2016
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	218*	2017
Textual Explanations for Self-Driving Vehicles J Kim, A Rohrbach, T Darrell, J Canny, Z Akata ECCV, 2018	209	2018
Grounding Visual Explanations LA Hendricks, R Hu, T Darrell, Z Akata ECCV, 2018	196	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	195	2014

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors