2022
Attribute Prototype Network for Any-Shot Learning
Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata
International Journal of Computer Vision, IJCV 2022
Integrating Language Guidance into Vision-based Deep Metric Learning
Karsten Roth, Oriol Vinyals, Zeynep Akata
IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2022
KG-SP: Knowledge Guided Simple Primitives for Open World Compositional Zero-Shot Learning
Shyamgopal Karthik, Massimiliano Mancini, Zeynep Akata
IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2022
Large Loss Matters in Weakly Supervised Multi-Label Classification
Youngwook Kim*, Jae Myung Kim*, Zeynep Akata, Jungwoo Lee
IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2022
Non-isotropy Regularization for Proxy-based Deep Metric Learning
Karsten Roth, Oriol Vinyals, Zeynep Akata
IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2022
VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning
Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata
IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2022
Audio-visual Generalised Zero-shot Learning with Cross-modal Attention and Language
Otniel-Bogdan Mercea, Lukas Riesch, Almut Sophia Koepke, Zeynep Akata
IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2022
Learning Graph Embeddings for Open World Compositional Zero-Shot Learning
Massimiliano Mancini, Muhammad Ferjad Naeem, Yongqin Xian, Zeynep Akata
IEEE Transactions on Pattern Analysis and Machine Intelligence, TPAMI 2022
2021
Robustness via Uncertainty-aware Cycle Consistency
Uddeshya Upadhyay, Yanbei Chen, Zeynep Akata
Neural Information Processing Systems, NeurIPS 2021
Fine-Grained Zero-Shot Learning with DNA as Side Information
Sarkhan Badirli, Zeynep Akata, George Mohler, Christine J. Picard, Murat Dundar
Neural Information Processing Systems, NeurIPS 2021
Conditional De-Identification of 3D Magnetic Resonance Images
Lennart Van der Goten, Tobias Hepp, Zeynep Akata, Kevin Smith
British Machine Vision Conference, BMVC 2021
Human Attention in Fine-Grained Classification
Yao Rong, Wenjia Xu, Zeynep Akata, Enkelejda Kasneci
British Machine Vision Conference, BMVC 2021
Prototype-based Incremental Few-Shot Segmentation
Fabio Cermelli, Massimiliano Mancini, Yongqin Xian, Zeynep Akata, Barbara Caputo
British Machine Vision Conference, BMVC 2021
Audio Retrieval with Natural Language Queries
Andreea-Maria Oncescu, A. Sophia Koepke, Joao F. Henriques, Zeynep Akata, Samuel Albanie
INTERSPEECH 2021
Keep CALM and Improve Visual Feature Attribution
Jae Myung Kim, Junsuk Choe, Zeynep Akata, Seong Joon Oh
IEEE International Conference of Computer Vision, ICCV 2021
e-ViL: A Dataset and Benchmark for Natural Language Explanations in Vision-Language Tasks
Maxime Kayser, Oana-Maria Camburu, Leonard Salewski, Cornelius Emde, Virginie Do, Zeynep Akata, Thomas Lukasiewicz
IEEE International Conference of Computer Vision, ICCV 2021
Uncertainty-Guided Progressive GANs for Medical Image Translation
Uddeshya Upadhyay, Yanbei Chen, Tobias Hepp, Sergios Gatidis, Zeynep Akata
Medical Image Computing and Computer Assisted Interventions, MICCAI 2021
Learning Graph Embeddings for Compositional Zero-shot Learning
Mohammad Ferjad Naeem, Yongqin Xian, Federico Tombari, Zeynep Akata
IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2021
Learning Decision Trees Recurrently Through Communication
Stephan Alaniz, Diego Marcos, Bernt Schiele, Zeynep Akata
IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2021
Distilling Audio-Visual Knowledge by Compositional Contrastive Learning
Yanbei Chen, Yongqin Xian, Almut Sophia Koepke, Zeynep Akata
IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2021
Open World Compositional Zero-Shot Learning
Massimiliano Mancini, Mohammad Ferjad Naeem, Yongqin Xian, Zeynep Akata
IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2021
2020
2019