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2020 – today
- 2022
[i63]Ushasi Chaudhuri, Ruchika Chavhan, Biplab Banerjee, Anjan Dutta, Zeynep Akata:
BDA-SketRet: Bi-Level Domain Adaptation for Zero-Shot SBIR. CoRR abs/2201.06570 (2022)- 2021
- [j7]Zeynep Akata, Andreas Geiger, Torsten Sattler:
Computer Vision and Pattern Recognition 2020. Int. J. Comput. Vis. 129(12): 3169-3170 (2021) - [c44]Muhammad Ferjad Naeem, Yongqin Xian, Federico Tombari, Zeynep Akata:
Learning Graph Embeddings for Compositional Zero-Shot Learning. CVPR 2021: 953-962 - [c43]Giuseppe Pastore, Fabio Cermelli, Yongqin Xian, Massimiliano Mancini, Zeynep Akata, Barbara Caputo:
A Closer Look at Self-Training for Zero-Label Semantic Segmentation. CVPR Workshops 2021: 2693-2702 - [c42]Massimiliano Mancini, Muhammad Ferjad Naeem, Yongqin Xian, Zeynep Akata:
Open World Compositional Zero-Shot Learning. CVPR 2021: 5222-5230 - [c41]Yanbei Chen, Yongqin Xian, A. Sophia Koepke, Ying Shan, Zeynep Akata:
Distilling Audio-Visual Knowledge by Compositional Contrastive Learning. CVPR 2021: 7016-7025 - [c40]Stephan Alaniz, Diego Marcos, Bernt Schiele, Zeynep Akata:
Learning Decision Trees Recurrently Through Communication. CVPR 2021: 13518-13527 - [c39]Anurag Das, Yongqin Xian, Yang He, Bernt Schiele, Zeynep Akata:
(SP)2Net for Generalized Zero-Label Semantic Segmentation. GCPR 2021: 235-249 - [c38]Anjan Dutta, Massimiliano Mancini, Zeynep Akata:
Concurrent Discrimination and Alignment for Self-Supervised Feature Learning. ICCVW 2021: 2189-2198 - [c37]Uddeshya Upadhyay, Yanbei Chen, Tobias Hepp, Sergios Gatidis, Zeynep Akata:
Uncertainty-Guided Progressive GANs for Medical Image Translation. MICCAI (3) 2021: 614-624 - [e1]Zeynep Akata
, Andreas Geiger, Torsten Sattler:
Pattern Recognition - 42nd DAGM German Conference, DAGM GCPR 2020, Tübingen, Germany, September 28 - October 1, 2020, Proceedings. Lecture Notes in Computer Science 12544, Springer 2021, ISBN 978-3-030-71277-8 [contents] - [i62]Massimiliano Mancini, Muhammad Ferjad Naeem, Yongqin Xian, Zeynep Akata:
Open World Compositional Zero-Shot Learning. CoRR abs/2101.12609 (2021) - [i61]Muhammad Ferjad Naeem, Yongqin Xian, Federico Tombari, Zeynep Akata:
Learning Graph Embeddings for Compositional Zero-shot Learning. CoRR abs/2102.01987 (2021) - [i60]Uddeshya Upadhyay, Yanbei Chen, Zeynep Akata:
Uncertainty-aware Generalized Adaptive CycleGAN. CoRR abs/2102.11747 (2021) - [i59]Yanbei Chen, Yongqin Xian, A. Sophia Koepke, Ying Shan, Zeynep Akata:
Distilling Audio-Visual Knowledge by Compositional Contrastive Learning. CoRR abs/2104.10955 (2021) - [i58]Giuseppe Pastore, Fabio Cermelli, Yongqin Xian, Massimiliano Mancini, Zeynep Akata, Barbara Caputo:
A Closer Look at Self-training for Zero-Label Semantic Segmentation. CoRR abs/2104.11692 (2021) - [i57]Massimiliano Mancini, Muhammad Ferjad Naeem, Yongqin Xian, Zeynep Akata:
Learning Graph Embeddings for Open World Compositional Zero-Shot Learning. CoRR abs/2105.01017 (2021) - [i56]Yanbei Chen, Thomas Hummel, A. Sophia Koepke, Zeynep Akata:
Where and When: Space-Time Attention for Audio-Visual Explanations. CoRR abs/2105.01517 (2021) - [i55]Andreea-Maria Oncescu, A. Sophia Koepke, João F. Henriques, Zeynep Akata, Samuel Albanie:
Audio Retrieval with Natural Language Queries. CoRR abs/2105.02192 (2021) - [i54]Maxime Kayser, Oana-Maria Camburu, Leonard Salewski, Cornelius Emde, Virginie Do, Zeynep Akata, Thomas Lukasiewicz:
e-ViL: A Dataset and Benchmark for Natural Language Explanations in Vision-Language Tasks. CoRR abs/2105.03761 (2021) - [i53]Jae Myung Kim, Junsuk Choe, Zeynep Akata, Seong Joon Oh:
Keep CALM and Improve Visual Feature Attribution. CoRR abs/2106.07861 (2021) - [i52]Uddeshya Upadhyay, Yanbei Chen, Tobias Hepp, Sergios Gatidis, Zeynep Akata:
Uncertainty-Guided Progressive GANs for Medical Image Translation. CoRR abs/2106.15542 (2021) - [i51]Anjan Dutta, Massimiliano Mancini, Zeynep Akata:
Concurrent Discrimination and Alignment for Self-Supervised Feature Learning. CoRR abs/2108.08562 (2021) - [i50]Sarkhan Badirli, Zeynep Akata, George O. Mohler, Christine Picard, Murat Dundar:
Fine-Grained Zero-Shot Learning with DNA as Side Information. CoRR abs/2109.14133 (2021) - [i49]Lennart Alexander Van der Goten, Tobias Hepp, Zeynep Akata, Kevin Smith:
Conditional De-Identification of 3D Magnetic Resonance Images. CoRR abs/2110.09927 (2021) - [i48]Uddeshya Upadhyay, Yanbei Chen, Zeynep Akata:
Robustness via Uncertainty-aware Cycle Consistency. CoRR abs/2110.12467 (2021) - [i47]Yao Rong, Wenjia Xu, Zeynep Akata, Enkelejda Kasneci:
Human Attention in Fine-grained Classification. CoRR abs/2111.01628 (2021) - [i46]A. Sophia Koepke, Andreea-Maria Oncescu, João F. Henriques, Zeynep Akata, Samuel Albanie:
Audio Retrieval with Natural Language Queries: A Benchmark Study. CoRR abs/2112.09418 (2021) - 2020
- [j6]Zeynep Akata, Dan Balliet, Maarten de Rijke, Frank Dignum, Virginia Dignum, Guszti Eiben, Antske Fokkens, Davide Grossi, Koen V. Hindriks, Holger H. Hoos, Hayley Hung, Catholijn M. Jonker, Christof Monz, Mark A. Neerincx, Frans A. Oliehoek, Henry Prakken, Stefan Schlobach, Linda C. van der Gaag, Frank van Harmelen, Herke van Hoof, Birna van Riemsdijk, Aimee van Wynsberghe, Rineke Verbrugge, Bart Verheij, Piek Vossen, Max Welling:
A Research Agenda for Hybrid Intelligence: Augmenting Human Intellect With Collaborative, Adaptive, Responsible, and Explainable Artificial Intelligence. Computer 53(8): 18-28 (2020) - [j5]Anjan Dutta, Zeynep Akata:
Semantically Tied Paired Cycle Consistency for Any-Shot Sketch-Based Image Retrieval. Int. J. Comput. Vis. 128(10): 2684-2703 (2020) - [j4]Levent Karacan, Zeynep Akata, Aykut Erdem, Erkut Erdem:
Manipulating Attributes of Natural Scenes via Hallucination. ACM Trans. Graph. 39(1): 7:1-7:17 (2020) - [c36]Junsuk Choe, Seong Joon Oh, Seungho Lee, Sanghyuk Chun, Zeynep Akata, Hyunjung Shim:
Evaluating Weakly Supervised Object Localization Methods Right. CVPR 2020: 3130-3139 - [c35]Yongqin Xian, Bruno Korbar, Matthijs Douze, Bernt Schiele, Zeynep Akata, Lorenzo Torresani:
Generalized Many-Way Few-Shot Video Classification. ECCV Workshops (6) 2020: 111-127 - [c34]Massimiliano Mancini, Zeynep Akata, Elisa Ricci, Barbara Caputo:
Towards Recognizing Unseen Categories in Unseen Domains. ECCV (23) 2020: 466-483 - [c33]Wenjia Xu, Jiuniu Wang, Yang Wang, Yirong Wu, Zeynep Akata:
Generating Visual and Semantic Explanations with Multi-task Network. ECCV Workshops (1) 2020: 620-635 - [c32]Sarkhan Badirli, Zeynep Akata, Murat Dundar:
Bayesian Zero-Shot Learning. ECCV Workshops (1) 2020: 687-703 - [c31]Marco Federici, Anjan Dutta, Patrick Forré, Nate Kushman, Zeynep Akata:
Learning Robust Representations via Multi-View Information Bottleneck. ICLR 2020 - [c30]Yao Rong, Zeynep Akata, Enkelejda Kasneci:
Driver Intention Anticipation Based on In-Cabin and Driving Scene Monitoring. ITSC 2020: 1-8 - [c29]Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata:
Attribute Prototype Network for Zero-Shot Learning. NeurIPS 2020 - [i45]Junsuk Choe, Seong Joon Oh, Seungho Lee, Sanghyuk Chun, Zeynep Akata, Hyunjung Shim:
Evaluating Weakly Supervised Object Localization Methods Right. CoRR abs/2001.07437 (2020) - [i44]Marco Federici, Anjan Dutta, Patrick Forré, Nate Kushman, Zeynep Akata:
Learning Robust Representations via Multi-View Information Bottleneck. CoRR abs/2002.07017 (2020) - [i43]Virginie Do, Oana-Maria Camburu, Zeynep Akata, Thomas Lukasiewicz:
e-SNLI-VE-2.0: Corrected Visual-Textual Entailment with Natural Language Explanations. CoRR abs/2004.03744 (2020) - [i42]Anjan Dutta, Zeynep Akata:
Semantically Tied Paired Cycle Consistency for Any-Shot Sketch-based Image Retrieval. CoRR abs/2006.11397 (2020) - [i41]Yao Rong, Zeynep Akata, Enkelejda Kasneci:
Driver Intention Anticipation Based on In-Cabin and Driving Scene Monitoring. CoRR abs/2006.11557 (2020) - [i40]Junsuk Choe, Seong Joon Oh, Sanghyuk Chun, Zeynep Akata, Hyunjung Shim:
Evaluation for Weakly Supervised Object Localization: Protocol, Metrics, and Datasets. CoRR abs/2007.04178 (2020) - [i39]Yongqin Xian, Bruno Korbar, Matthijs Douze, Bernt Schiele, Zeynep Akata, Lorenzo Torresani:
Generalized Many-Way Few-Shot Video Classification. CoRR abs/2007.04755 (2020) - [i38]Massimiliano Mancini, Zeynep Akata, Elisa Ricci, Barbara Caputo:
Towards Recognizing Unseen Categories in Unseen Domains. CoRR abs/2007.12256 (2020) - [i37]Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata:
Attribute Prototype Network for Zero-Shot Learning. CoRR abs/2008.08290 (2020) - [i36]Fabio Cermelli, Massimiliano Mancini, Yongqin Xian, Zeynep Akata, Barbara Caputo:
A Few Guidelines for Incremental Few-Shot Segmentation. CoRR abs/2012.01415 (2020)
2010 – 2019
- 2019
- [j3]Yongqin Xian, Christoph H. Lampert, Bernt Schiele, Zeynep Akata:
Zero-Shot Learning - A Comprehensive Evaluation of the Good, the Bad and the Ugly. IEEE Trans. Pattern Anal. Mach. Intell. 41(9): 2251-2265 (2019) - [c28]Yongqin Xian, Saurabh Sharma, Bernt Schiele, Zeynep Akata:
f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning. CVPR Workshops 2019: 46-49 - [c27]Edgar Schönfeld, Sayna Ebrahimi, Samarth Sinha, Trevor Darrell, Zeynep Akata:
Generalized Zero-Shot Learning via Aligned Variational Autoencoders. CVPR Workshops 2019: 54-57 - [c26]Anjan Dutta, Zeynep Akata:
Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-Based Image Retrieval. CVPR 2019: 5089-5098 - [c25]Edgar Schönfeld, Sayna Ebrahimi, Samarth Sinha, Trevor Darrell, Zeynep Akata:
Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders. CVPR 2019: 8247-8255 - [c24]Yongqin Xian, Subhabrata Choudhury, Yang He, Bernt Schiele, Zeynep Akata:
Semantic Projection Network for Zero- and Few-Label Semantic Segmentation. CVPR 2019: 8256-8265 - [c23]Yongqin Xian, Saurabh Sharma, Bernt Schiele, Zeynep Akata:
F-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning. CVPR 2019: 10275-10284 - [c22]Rodolfo Corona, Stephan Alaniz, Zeynep Akata:
Modeling Conceptual Understanding in Image Reference Games. NeurIPS 2019: 13155-13165 - [c21]Victor Garcia Satorras, Max Welling, Zeynep Akata:
Combining Generative and Discriminative Models for Hybrid Inference. NeurIPS 2019: 13802-13812 - [i35]Laurens Weitkamp, Elise van der Pol, Zeynep Akata:
Visual Rationalizations in Deep Reinforcement Learning for Atari Games. CoRR abs/1902.00566 (2019) - [i34]Stephan Alaniz, Zeynep Akata:
XOC: Explainable Observer-Classifier for Explainable Binary Decisions. CoRR abs/1902.01780 (2019) - [i33]Anjan Dutta, Zeynep Akata:
Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-based Image Retrieval. CoRR abs/1903.03372 (2019) - [i32]Yongqin Xian, Saurabh Sharma, Bernt Schiele, Zeynep Akata:
f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning. CoRR abs/1903.10132 (2019) - [i31]Sadaf Gulshad, Jan Hendrik Metzen, Arnold W. M. Smeulders, Zeynep Akata:
Interpreting Adversarial Examples with Attributes. CoRR abs/1904.08279 (2019) - [i30]Victor Garcia Satorras, Zeynep Akata, Max Welling:
Combining Generative and Discriminative Models for Hybrid Inference. CoRR abs/1906.02547 (2019) - [i29]Xiahan Shi, Leonard Salewski, Martin Schiegg, Zeynep Akata, Max Welling:
Relational Generalized Few-Shot Learning. CoRR abs/1907.09557 (2019) - [i28]Sarkhan Badirli, Zeynep Akata, Murat Dundar:
Bayesian Zero-Shot Learning. CoRR abs/1907.09624 (2019) - [i27]Rodolfo Corona, Stephan Alaniz, Zeynep Akata:
Modeling Conceptual Understanding in Image Reference Games. CoRR abs/1910.04872 (2019) - [i26]Sadaf Gulshad, Zeynep Akata, Jan Hendrik Metzen, Arnold W. M. Smeulders:
Understanding Misclassifications by Attributes. CoRR abs/1910.07416 (2019) - 2018
- [c20]Laurens Weitkamp, Elise van der Pol, Zeynep Akata:
Visual Rationalizations in Deep Reinforcement Learning for Atari Games. BNCAI 2018: 151-165 - [c19]Randy Goebel, Ajay Chander, Katharina Holzinger, Freddy Lécué, Zeynep Akata, Simone Stumpf, Peter Kieseberg, Andreas Holzinger:
Explainable AI: The New 42? CD-MAKE 2018: 295-303 - [c18]Yongqin Xian, Tobias Lorenz, Bernt Schiele, Zeynep Akata:
Feature Generating Networks for Zero-Shot Learning. CVPR 2018: 5542-5551 - [c17]Dong Huk Park, Lisa Anne Hendricks, Zeynep Akata, Anna Rohrbach, Bernt Schiele, Trevor Darrell, Marcus Rohrbach:
Multimodal Explanations: Justifying Decisions and Pointing to the Evidence. CVPR 2018: 8779-8788 - [c16]Lisa Anne Hendricks, Ronghang Hu, Trevor Darrell, Zeynep Akata:
Grounding Visual Explanations. ECCV (2) 2018: 269-286 - [c15]Jinkyu Kim, Anna Rohrbach, Trevor Darrell, John F. Canny, Zeynep Akata:
Textual Explanations for Self-Driving Vehicles. ECCV (2) 2018: 577-593 - [c14]Zeynep Akata, Dena Bazazian, Yana Hasson, Angjoo Kanazawa, Hildegard Kuehne, Gül Varol:
WiCV at ECCV2018: The Fifth Women in Computer Vision Workshop. ECCV Workshops (4) 2018: 649-653 - [c13]Shihan Wang, Joris Alexander Timmer, Simon Scheider, Karlijn Sporrel, Zeynep Akata, Ben J. A. Kröse:
A Data-driven Study on Preferred Situations for Running. UbiComp/ISWC Adjunct 2018: 283-286 - [i25]Dong Huk Park, Lisa Anne Hendricks, Zeynep Akata, Anna Rohrbach, Bernt Schiele, Trevor Darrell, Marcus Rohrbach:
Multimodal Explanations: Justifying Decisions and Pointing to the Evidence. CoRR abs/1802.08129 (2018) - [i24]Mevlana Gemici, Zeynep Akata, Max Welling:
Primal-Dual Wasserstein GAN. CoRR abs/1805.09575 (2018) - [i23]Lisa Anne Hendricks, Ronghang Hu, Trevor Darrell, Zeynep Akata:
Generating Counterfactual Explanations with Natural Language. CoRR abs/1806.09809 (2018) - [i22]Lisa Anne Hendricks, Ronghang Hu, Trevor Darrell, Zeynep Akata:
Grounding Visual Explanations. CoRR abs/1807.09685 (2018) - [i21]Jinkyu Kim, Anna Rohrbach, Trevor Darrell, John F. Canny, Zeynep Akata:
Textual Explanations for Self-Driving Vehicles. CoRR abs/1807.11546 (2018) - [i20]Levent Karacan, Zeynep Akata, Aykut Erdem, Erkut Erdem:
Manipulating Attributes of Natural Scenes via Hallucination. CoRR abs/1808.07413 (2018) - [i19]Edgar Schönfeld, Sayna Ebrahimi, Samarth Sinha, Trevor Darrell, Zeynep Akata:
Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders. CoRR abs/1812.01784 (2018) - 2017
- [c12]Yongqin Xian, Bernt Schiele, Zeynep Akata:
Zero-Shot Learning - The Good, the Bad and the Ugly. CVPR 2017: 3077-3086 - [c11]Seong Joon Oh, Rodrigo Benenson, Anna Khoreva, Zeynep Akata, Mario Fritz, Bernt Schiele:
Exploiting Saliency for Object Segmentation from Image Level Labels. CVPR 2017: 5038-5047 - [c10]Nour Karessli, Zeynep Akata, Bernt Schiele, Andreas Bulling:
Gaze Embeddings for Zero-Shot Image Classification. CVPR 2017: 6412-6421 - [i18]Seong Joon Oh, Rodrigo Benenson, Anna Khoreva, Zeynep Akata, Mario Fritz, Bernt Schiele:
Exploiting saliency for object segmentation from image level labels. CoRR abs/1701.08261 (2017) - [i17]Yongqin Xian, Bernt Schiele, Zeynep Akata:
Zero-Shot Learning - The Good, the Bad and the Ugly. CoRR abs/1703.04394 (2017) - [i16]Wenling Shang, Kihyuk Sohn, Zeynep Akata, Yuandong Tian:
Channel-Recurrent Variational Autoencoders. CoRR abs/1706.03729 (2017) - [i15]Yongqin Xian, Christoph H. Lampert, Bernt Schiele, Zeynep Akata:
Zero-Shot Learning - A Comprehensive Evaluation of the Good, the Bad and the Ugly. CoRR abs/1707.00600 (2017) - [i14]Lisa Anne Hendricks, Ronghang Hu, Trevor Darrell, Zeynep Akata:
Grounding Visual Explanations (Extended Abstract). CoRR abs/1711.06465 (2017) - [i13]Dong Huk Park, Lisa Anne Hendricks, Zeynep Akata, Anna Rohrbach, Bernt Schiele, Trevor Darrell, Marcus Rohrbach:
Attentive Explanations: Justifying Decisions and Pointing to the Evidence (Extended Abstract). CoRR abs/1711.07373 (2017) - [i12]Yongqin Xian, Tobias Lorenz, Bernt Schiele, Zeynep Akata:
Feature Generating Networks for Zero-Shot Learning. CoRR abs/1712.00981 (2017) - 2016
- [j2]Zeynep Akata, Florent Perronnin, Zaïd Harchaoui, Cordelia Schmid:
Label-Embedding for Image Classification. IEEE Trans. Pattern Anal. Mach. Intell. 38(7): 1425-1438 (2016) - [c9]Scott E. Reed, Zeynep Akata, Honglak Lee, Bernt Schiele:
Learning Deep Representations of Fine-Grained Visual Descriptions. CVPR 2016: 49-58 - [c8]Zeynep Akata, Mateusz Malinowski, Mario Fritz, Bernt Schiele:
Multi-cue Zero-Shot Learning with Strong Supervision. CVPR 2016: 59-68 - [c7]Yongqin Xian, Zeynep Akata, Gaurav Sharma, Quynh N. Nguyen, Matthias Hein, Bernt Schiele:
Latent Embeddings for Zero-Shot Classification. CVPR 2016: 69-77 - [c6]Lisa Anne Hendricks, Zeynep Akata, Marcus Rohrbach, Jeff Donahue, Bernt Schiele, Trevor Darrell:
Generating Visual Explanations. ECCV (4) 2016: 3-19 - [c5]Scott E. Reed, Zeynep Akata, Xinchen Yan, Lajanugen Logeswaran, Bernt Schiele, Honglak Lee:
Generative Adversarial Text to Image Synthesis. ICML 2016: 1060-1069 - [c4]Scott E. Reed, Zeynep Akata, Santosh Mohan, Samuel Tenka, Bernt Schiele, Honglak Lee:
Learning What and Where to Draw. NIPS 2016: 217-225 - [i11]Lisa Anne Hendricks, Zeynep Akata, Marcus Rohrbach, Jeff Donahue, Bernt Schiele, Trevor Darrell:
Generating Visual Explanations. CoRR abs/1603.08507 (2016) - [i10]Zeynep Akata, Mateusz Malinowski, Mario Fritz, Bernt Schiele:
Multi-Cue Zero-Shot Learning with Strong Supervision. CoRR abs/1603.08754 (2016) - [i9]Yongqin Xian, Zeynep Akata, Gaurav Sharma, Quynh N. Nguyen, Matthias Hein, Bernt Schiele:
Latent Embeddings for Zero-shot Classification. CoRR abs/1603.08895 (2016) - [i8]Scott E. Reed, Zeynep Akata, Bernt Schiele, Honglak Lee:
Learning Deep Representations of Fine-grained Visual Descriptions. CoRR abs/1605.05395 (2016) - [i7]Scott E. Reed, Zeynep Akata, Xinchen Yan, Lajanugen Logeswaran, Bernt Schiele, Honglak Lee:
Generative Adversarial Text to Image Synthesis. CoRR abs/1605.05396 (2016) - [i6]Scott E. Reed, Zeynep Akata, Santosh Mohan, Samuel Tenka, Bernt Schiele, Honglak Lee:
Learning What and Where to Draw. CoRR abs/1610.02454 (2016) - [i5]Nour Karessli, Zeynep Akata, Andreas Bulling, Bernt Schiele:
Gaze Embeddings for Zero-Shot Image Classification. CoRR abs/1611.09309 (2016) - [i4]Levent Karacan, Zeynep Akata, Aykut Erdem, Erkut Erdem:
Learning to Generate Images of Outdoor Scenes from Attributes and Semantic Layouts. CoRR abs/1612.00215 (2016) - [i3]Dong Huk Park, Lisa Anne Hendricks, Zeynep Akata, Bernt Schiele, Trevor Darrell, Marcus Rohrbach:
Attentive Explanations: Justifying Decisions and Pointing to the Evidence. CoRR abs/1612.04757 (2016) - 2015
- [c3]Zeynep Akata, Scott E. Reed, Daniel Walter, Honglak Lee, Bernt Schiele:
Evaluation of output embeddings for fine-grained image classification. CVPR 2015: 2927-2936 - [i2]Zeynep Akata, Florent Perronnin, Zaïd Harchaoui, Cordelia Schmid:
Label-Embedding for Image Classification. CoRR abs/1503.08677 (2015) - 2014
- [b1]Zeynep Akata:
Contributions to large-scale learning for image classification. (Contributions à l'apprentissage grande échelle pour la classification d'images). University of Grenoble, France, 2014 - [j1]Zeynep Akata, Florent Perronnin, Zaïd Harchaoui, Cordelia Schmid:
Good Practice in Large-Scale Learning for Image Classification. IEEE Trans. Pattern Anal. Mach. Intell. 36(3): 507-520 (2014) - [i1]Zeynep Akata, Honglak Lee, Bernt Schiele:
Zero-Shot Learning with Structured Embeddings. CoRR abs/1409.8403 (2014) - 2013
- [c2]Zeynep Akata, Florent Perronnin, Zaïd Harchaoui, Cordelia Schmid:
Label-Embedding for Attribute-Based Classification. CVPR 2013: 819-826 - 2012
- [c1]Florent Perronnin, Zeynep Akata, Zaïd Harchaoui, Cordelia Schmid:
Towards good practice in large-scale learning for image classification. CVPR 2012: 3482-3489
Coauthor Index