Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Audio Retrieval with Natural Language Queries.

[BibT_eX]

[DOI]

Andreea-Maria Oncescu

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Concurrent Discrimination and Alignment for Self-Supervised Feature Learning.

[BibT_eX]

[DOI]

Anjan Dutta

Massimiliano Mancini

Zeynep Akata

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Keep CALM and Improve Visual Feature Attribution.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

e-ViL: A Dataset and Benchmark for Natural Language Explanations in Vision-Language Tasks.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

(SP)<sup>2</sup>Net for Generalized Zero-Label Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition - 43rd DAGM German Conference, DAGM GCPR 2021, Bonn, Germany, September 28, 2021

A Closer Look at Self-Training for Zero-Label Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Learning Graph Embeddings for Compositional Zero-Shot Learning.

[BibT_eX]

[DOI]

Muhammad Ferjad Naeem

Yongqin Xian

Federico Tombari

Zeynep Akata

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Open World Compositional Zero-Shot Learning.

[BibT_eX]

[DOI]

Massimiliano Mancini

Muhammad Ferjad Naeem

Yongqin Xian

Zeynep Akata

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Distilling Audio-Visual Knowledge by Compositional Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Learning Decision Trees Recurrently Through Communication.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Human Attention in Fine-grained Classification.

[BibT_eX]

[DOI]

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Conditional De-Identification of 3D Magnetic Resonance Images.

[BibT_eX]

[DOI]

Lennart Alexander Van der Goten

Tobias Hepp

Zeynep Akata

Kevin Smith

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Prototype-based Incremental Few-Shot Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

Manipulating Attributes of Natural Scenes via Hallucination.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2020

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

[BibT_eX]

[DOI]

Anjan Dutta

Zeynep Akata

Int. J. Comput. Vis., 2020

A Few Guidelines for Incremental Few-Shot Segmentation.

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

A Research Agenda for Hybrid Intelligence: Augmenting Human Intellect With Collaborative, Adaptive, Responsible, and Explainable Artificial Intelligence.

[BibT_eX]

[DOI]

Computer, 2020

Attribute Prototype Network for Zero-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Driver Intention Anticipation Based on In-Cabin and Driving Scene Monitoring.

[BibT_eX]

[DOI]

Yao Rong

Zeynep Akata

Enkelejda Kasneci

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations.

[BibT_eX]

[DOI]

Proceedings of the xxAI - Beyond Explainable AI, 2020

Learning Robust Representations via Multi-View Information Bottleneck.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Generating Visual and Semantic Explanations with Multi-task Network.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Generalized Many-Way Few-Shot Video Classification.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Towards Recognizing Unseen Categories in Unseen Domains.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Bayesian Zero-Shot Learning.

[BibT_eX]

[DOI]

Sarkhan Badirli

Zeynep Akata

Murat Dundar

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Evaluating Weakly Supervised Object Localization Methods Right.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

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

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2019

Understanding Misclassifications by Attributes.

[BibT_eX]

[DOI]

Sadaf Gulshad

Zeynep Akata

Jan Hendrik Metzen

Arnold W. M. Smeulders

CoRR, 2019

Relational Generalized Few-Shot Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Interpreting Adversarial Examples with Attributes.

[BibT_eX]

[DOI]

Sadaf Gulshad

Jan Hendrik Metzen

Arnold W. M. Smeulders

Zeynep Akata

CoRR, 2019

XOC: Explainable Observer-Classifier for Explainable Binary Decisions.

[BibT_eX]

[DOI]

Stephan Alaniz

Zeynep Akata

CoRR, 2019

Combining Generative and Discriminative Models for Hybrid Inference.

[BibT_eX]

[DOI]

Victor Garcia Satorras

Max Welling

Zeynep Akata

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Modeling Conceptual Understanding in Image Reference Games.

[BibT_eX]

[DOI]

Rodolfo Corona

Stephan Alaniz

Zeynep Akata

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

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

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Semantic Projection Network for Zero- and Few-Label Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Generalized Zero-Shot Learning via Aligned Variational Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

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

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

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

[BibT_eX]

[DOI]

Anjan Dutta

Zeynep Akata

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Generating Counterfactual Explanations with Natural Language.

[BibT_eX]

[DOI]

CoRR, 2018

Primal-Dual Wasserstein GAN.

[BibT_eX]

[DOI]

Mevlana Gemici

Zeynep Akata

Max Welling

CoRR, 2018

A Data-driven Study on Preferred Situations for Running.

[BibT_eX]

[DOI]

Shihan Wang

Joris Alexander Timmer

Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

Textual Explanations for Self-Driving Vehicles.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Grounding Visual Explanations.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

WiCV at ECCV2018: The Fifth Women in Computer Vision Workshop.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Feature Generating Networks for Zero-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Multimodal Explanations: Justifying Decisions and Pointing to the Evidence.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Explainable AI: The New 42?

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Extraction, 2018

Visual Rationalizations in Deep Reinforcement Learning for Atari Games.

[BibT_eX]

[DOI]

Laurens Weitkamp

Elise van der Pol

Zeynep Akata

Proceedings of the Artificial Intelligence - 30th Benelux Conference, 2018

2017

Attentive Explanations: Justifying Decisions and Pointing to the Evidence (Extended Abstract).

[BibT_eX]

[DOI]

CoRR, 2017

Grounding Visual Explanations (Extended Abstract).

[BibT_eX]

[DOI]

CoRR, 2017

Channel-Recurrent Variational Autoencoders.

[BibT_eX]

[DOI]

CoRR, 2017

Zero-Shot Learning - The Good, the Bad and the Ugly.

[BibT_eX]

[DOI]

Yongqin Xian

Bernt Schiele

Zeynep Akata

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Exploiting Saliency for Object Segmentation from Image Level Labels.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Gaze Embeddings for Zero-Shot Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Label-Embedding for Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2016

Attentive Explanations: Justifying Decisions and Pointing to the Evidence.

[BibT_eX]

[DOI]

CoRR, 2016

Learning to Generate Images of Outdoor Scenes from Attributes and Semantic Layouts.

[BibT_eX]

[DOI]

CoRR, 2016

Learning What and Where to Draw.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Generative Adversarial Text to Image Synthesis.

[BibT_eX]

[DOI]

Proceedings of the 33nd International Conference on Machine Learning, 2016

Generating Visual Explanations.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016, 2016

Latent Embeddings for Zero-Shot Classification.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Learning Deep Representations of Fine-Grained Visual Descriptions.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Multi-cue Zero-Shot Learning with Strong Supervision.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Evaluation of output embeddings for fine-grained image classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Contributions to large-scale learning for image classification. (Contributions à l'apprentissage grande échelle pour la classification d'images).

[BibT_eX]

[DOI]

Zeynep Akata

PhD thesis, 2014

Good Practice in Large-Scale Learning for Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2014

Zero-Shot Learning with Structured Embeddings.

[BibT_eX]

[DOI]

Zeynep Akata

Honglak Lee

Bernt Schiele

CoRR, 2014

2013

Label-Embedding for Attribute-Based Classification.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Towards good practice in large-scale learning for image classification.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Zeynep Akata

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