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Attribute Prototype Network for Zero-Shot Learning

Aug 20, 2020
Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata


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Towards Recognizing Unseen Categories in Unseen Domains

Aug 11, 2020
Massimiliano Mancini, Zeynep Akata, Elisa Ricci, Barbara Caputo

* Accepted to ECCV 2020 

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Generalized Many-Way Few-Shot Video Classification

Jul 09, 2020
Yongqin Xian, Bruno Korbar, Matthijs Douze, Bernt Schiele, Zeynep Akata, Lorenzo Torresani


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

Jul 08, 2020
Junsuk Choe, Seong Joon Oh, Sanghyuk Chun, Zeynep Akata, Hyunjung Shim

* TPAMI submission. First two authors contributed equally. This is a journal extension of our CVPR 2020 paper arXiv:2001.07437. Code: https://github.com/clovaai/wsolevaluation 

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

Jun 20, 2020
Anjan Dutta, Zeynep Akata

* In International Journal of Computer Vision (IJCV) 2020 (17 pages, 12 figures, 5 tables). arXiv admin note: substantial text overlap with arXiv:1903.03372 

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Driver Intention Anticipation Based on In-Cabin and Driving SceneMonitoring

Jun 20, 2020
Yao Rong, Zeynep Akata, Enkelejda Kasneci

* IEEE Conference on Intelligent Transportation Systems (ITSC), 2020 
* 8 pages, 9 figures 

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

Apr 22, 2020
Virginie Do, Oana-Maria Camburu, Zeynep Akata, Thomas Lukasiewicz

* IEEE CVPR Workshop on Fair, Data Efficient and Trusted Computer Vision, 2020 

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Learning Robust Representations via Multi-View Information Bottleneck

Feb 18, 2020
Marco Federici, Anjan Dutta, Patrick Forré, Nate Kushman, Zeynep Akata


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Evaluating Weakly Supervised Object Localization Methods Right

Jan 21, 2020
Junsuk Choe, Seong Joon Oh, Seungho Lee, Sanghyuk Chun, Zeynep Akata, Hyunjung Shim


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Modeling Conceptual Understanding in Image Reference Games

Nov 19, 2019
Rodolfo Corona, Stephan Alaniz, Zeynep Akata

* Published in NeurIPS 2019 

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Understanding Misclassifications by Attributes

Oct 15, 2019
Sadaf Gulshad, Zeynep Akata, Jan Hendrik Metzen, Arnold Smeulders

* arXiv admin note: substantial text overlap with arXiv:1904.08279 

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Bayesian Zero-Shot Learning

Jul 25, 2019
Sarkhan Badirli, Zeynep Akata, Murat Dundar

* Supplementary can be provided upon request 

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Relational Generalized Few-Shot Learning

Jul 22, 2019
Xiahan Shi, Leonard Salewski, Martin Schiegg, Zeynep Akata, Max Welling


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Combining Generative and Discriminative Models for Hybrid Inference

Jun 20, 2019
Victor Garcia Satorras, Zeynep Akata, Max Welling


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Interpreting Adversarial Examples with Attributes

Apr 17, 2019
Sadaf Gulshad, Jan Hendrik Metzen, Arnold Smeulders, Zeynep Akata


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

Mar 25, 2019
Yongqin Xian, Saurabh Sharma, Bernt Schiele, Zeynep Akata

* Accepted at CVPR 2019 

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

Mar 08, 2019
Anjan Dutta, Zeynep Akata

* IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2019 

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XOC: Explainable Observer-Classifier for Explainable Binary Decisions

Feb 05, 2019
Stephan Alaniz, Zeynep Akata


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Visual Rationalizations in Deep Reinforcement Learning for Atari Games

Feb 01, 2019
Laurens Weitkamp, Elise van der Pol, Zeynep Akata

* presented as oral talk at BNAIC 2018 

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Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders

Dec 17, 2018
Edgar Schönfeld, Sayna Ebrahimi, Samarth Sinha, Trevor Darrell, Zeynep Akata

* Corrected typos 

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Manipulating Attributes of Natural Scenes via Hallucination

Aug 22, 2018
Levent Karacan, Zeynep Akata, Aykut Erdem, Erkut Erdem


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Zero-Shot Learning - A Comprehensive Evaluation of the Good, the Bad and the Ugly

Aug 09, 2018
Yongqin Xian, Christoph H. Lampert, Bernt Schiele, Zeynep Akata

* To appear in TPAMI (accepted in July, 2018). arXiv admin note: substantial text overlap with arXiv:1703.04394 

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