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Publikacje

Attribute Prototype Network for Zero-Shot Learning

Autorzy: Xu, Wenjia; Xian, Yongqin; Wang, Jiuniu; Schiele, Bernt; Akata, Zeynep
Opublikowane w: Advances in Neural Information Processing Systems 33, Numer 2, 2020
Wydawca: Neural Information Processing Systems foundation

Fine-Grained Zero-Shot Learning with DNA as Side Information

Autorzy: Badirli, Sarkhan; Akata, Zeynep; Mohler, Georg; Picard, Christine J.; Dundar, Murat
Opublikowane w: Neural Information Processing Systems, NeurIPS, 2021
Wydawca: NeurIPS

Robustness via Uncertainy-aware Cycle Consistency

Autorzy: Upadhyay, Uddeshya; Chen, Yanbei; Akata, Zeynep
Opublikowane w: Neural Information Processing Systems, NeurIPS, 2021
Wydawca: NeurIPS

Modeling Conceptual Understanding in Image Reference Games

Autorzy: Corona, R.; Alaniz, S.; Akata, Z.
Opublikowane w: Advances in Neural Information Processing Systems 32, Numer 1, 2019
Wydawca: NeurIPS (Spotlight)

Audio Retrieval with Natural Language Queries

Autorzy: Andreea-Maria Oncescu; A. Sophia Koepke; João F. Henriques; Zeynep Akata; Samuel Albanie
Opublikowane w: INTERSPEECH (2021), IEEE Transactions on Multimedia (2022), Numer 7, 2021
Wydawca: ISCA
DOI: 10.21437/interspeech.2021-2227

Learning Graph Embeddings for Compositional Zero-shot Learning

Autorzy: Muhammad Ferjad Naeem; Yongqin Xian; Federico Tombari; Zeynep Akata
Opublikowane w: CVF Conference on Computer Vision and Pattern Recognition (CVPR), Numer 6, 2021
Wydawca: IEEE
DOI: 10.1109/cvpr46437.2021.00101

Learning Robust Representations via Multi-View Information Bottleneck

Autorzy: Federici, M.; Dutta, A.; Forré, P.; Kushman, N.; Akata, Z.
Opublikowane w: International Conference on Learning Representations, Numer 3, 2020
Wydawca: ICLR

Open World Compositional Zero-Shot Learning

Autorzy: Massimiliano Mancini; Muhammad Ferjad Naeem; Yongqin Xian; Zeynep Akata
Opublikowane w: CVF Conference on Computer Vision and Pattern Recognition (CVPR), Numer 1, 2021
Wydawca: IEEE
DOI: 10.1109/cvpr46437.2021.00518

Learning Decision Trees Recurrently Through Communication

Autorzy: Stephan Alaniz; Diego Marcos; Bernt Schiele; Zeynep Akata
Opublikowane w: CVF Conference on Computer Vision and Pattern Recognition (CVPR), Numer 3, 2021
Wydawca: IEEE
DOI: 10.1109/cvpr46437.2021.01331

Towards Recognizing Unseen Categories in Unseen Domains

Autorzy: Mancini, Massimiliano; Akata, Zeynep; Ricci, Elisa; Caputo, Barbara
Opublikowane w: European Conference of Computer Vision, Numer 11, 2020
Wydawca: ECCV

Keep CALM and Improve Visual Feature Attribution

Autorzy: Kim, Jae Myung; Choe, Junsuk; Akata, Zeynep; Oh, Seong Joon
Opublikowane w: International Conference on Computer Vision, Numer 1, 2021
Wydawca: IEEE

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

Autorzy: Do, Virginie; Camburu, Oana-Maria; Akata, Zeynep; Lukasiewicz, Thomas
Opublikowane w: CVF Conference on Computer Vision and Pattern Recognition (CVPR), Workshop on Fair, Data Efficient and Trusted Computer Vision, Numer 11, 2020
Wydawca: IEEE

Distilling Audio-Visual Knowledge by Compositional Contrastive Learning

Autorzy: Yanbei Chen; Yongqin Xian; A. Sophia Koepke; Ying Shan; Zeynep Akata
Opublikowane w: CVF Conference on Computer Vision and Pattern Recognition (CVPR), Numer 7, 2021
Wydawca: IEEE
DOI: 10.1109/cvpr46437.2021.00694

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

Autorzy: Choe, Junsuk; Oh, Seong Joon; Chun, Sanghyuk; Lee, Seungho; Akata, Zeynep; Shim, Hyunjung
Opublikowane w: CVF Conference on Computer Vision and Pattern Recognition (CVPR), TPAMI, Numer 4, 2020
Wydawca: IEEE

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

Autorzy: Anjan Dutta; Zeynep Akata
Opublikowane w: International Journal of Computer Vision, Numer 10, 2020
Wydawca: Springer
DOI: 10.1007/s11263-020-01350-x

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