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Zeynep Akata

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University of Tübingen

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She received a Lise-Meitner Award for Excellent Women in Computer Science from Max Planck Society in 2014, a young scientist honour from the Werner-von-Siemens-Ring foundation in 2019 and an ERC-2019 Starting Grant from the European Commission. Her research interests include multimodal learning and explainable AI.

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e-SNLI-VE-2.0: Corrected Visual-Textual Entailment with Natural Language Explanations

Do Virginie,Camburu Oana-Maria,Akata Zeynep,Lukasiewicz Thomas

Bibtex

Bayesian Zero-Shot Learning

Sarkhan Badirli,Zeynep Akata, Murat Dundar

ECCV Workshops, pp.687-703, (2020)

EIBibtex

A Few Guidelines for Incremental Few-Shot Segmentation

Fabio Cermelli,Massimiliano Mancini,Yongqin Xian,Zeynep Akata,Barbara Caputo

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Manipulating Attributes of Natural Scenes via Hallucination

Levent Karacan,Zeynep Akata,Aykut Erdem,Erkut Erdem

arXiv: Computer Vision and Pattern Recognition, no. 1 (2020): 1-17

EIBibtex

Attribute Prototype Network for Zero-Shot Learning

Wenjia Xu,Yongqin Xian,Jiuniu Wang,Bernt Schiele,Zeynep Akata

NIPS 2020, (2020)

EIBibtex

Generalized Many-Way Few-Shot Video Classification

Yongqin Xian, Bruno Korbar, Matthijs Douze,Bernt Schiele,Zeynep Akata,Lorenzo Torresani

ECCV Workshops, pp.111-127, (2020)

EIBibtex

Evaluation for Weakly Supervised Object Localization: Protocol, Metrics, and Datasets

Junsuk Choe, Seong Joon Oh,Sanghyuk Chun,Zeynep Akata,Hyunjung Shim

Bibtex

Semantically Tied Paired Cycle Consistency for Any-Shot Sketch-based Image Retrieval

Anjan Dutta,Zeynep Akata

International Journal of Computer Vision, no. 10 (2020): 2684-2703

EIBibtex

Learning Robust Representations via Multi-View Information Bottleneck

Marco Federici, Anjan Dutta, Patrick Forré,Nate Kushman,Zeynep Akata

ICLR, (2020)

Cited by1EIBibtex

Evaluating Weakly Supervised Object Localization Methods Right

Choe Junsuk,Oh Seong Joon, Lee Seungho,Chun Sanghyuk,Akata Zeynep,Shim Hyunjung

CVPR, pp.3130-3139, (2020)

EIBibtex

Generating Visual and Semantic Explanations with Multi-task Network

Wenjia Xu, Jiuniu Wang,Yang Wang,Yirong Wu,Zeynep Akata

ECCV Workshops, pp.620-635, (2020)

EIBibtex

2019 Index IEEE Transactions on Pattern Analysis and Machine Intelligence Vol. 41

D Abati, W AbdAlmageed,E Adeli, M Aertsen, A Agudo, S Aguinaga, C Ahuja, N Ahuja, T Ajanthan,Z Akata, LT Alemu, M Algarni

IEEE Transactions on Pattern Analysis and Machine Intelligence, no. 1 (2020)

Bibtex

XOC: Explainable Observer-Classifier for Explainable Binary Decisions

Stephan Alaniz,Zeynep Akata

arXiv: Learning, (2019)

Cited by4EIBibtex

f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning

Yongqin Xian,Saurabh Sharma,Bernt Schiele,Zeynep Akata

CVPR, (2019)

Cited by47EIBibtex

Understanding Misclassifications by Attributes

Gulshad Sadaf,Akata Zeynep,Metzen Jan Hendrik,Smeulders Arnold

Bibtex

Bayesian Zero-Shot Learning

Badirli Sarkhan, Dundar Murat,Akata Zeynep

Bibtex

Relational Generalized Few-Shot Learning

Shi Xiahan, Salewski Leonard, Schiegg Martin,Akata Zeynep,Welling Max

BMVC, (2019)

Cited by5EIBibtex

Cross-Linked Variational Autoencoders for Generalized Zero-Shot Learning

Edgar Schönfeld, Sayna Ebrahimi,Samarth Sinha,Trevor Darrell,Zeynep Akata

(2019)

Bibtex

Modeling Conceptual Understanding in Image Reference Games

Rodolfo Corona, Stephan Alaniz,Zeynep Akata

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), (2019)

Bibtex

Modeling Conceptual Understanding in Image Reference Games

Rodolfo Corona, Stephan Alaniz,Zeynep Akata

NeurIPS, pp.13155-13165, (2019)

Cited by1EIBibtex

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