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BDA-SketRet: Bi-Level Domain Adaptation for Zero-Shot SBIR


Jan 17, 2022
Ushasi Chaudhuri, Ruchika Chavan, Biplab Banerjee, Anjan Dutta, Zeynep Akata


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Audio Retrieval with Natural Language Queries: A Benchmark Study


Dec 17, 2021
A. Sophia Koepke, Andreea-Maria Oncescu, João F. Henriques, Zeynep Akata, Samuel Albanie

* Submitted to Transactions on Multimedia. arXiv admin note: substantial text overlap with arXiv:2105.02192 

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Human Attention in Fine-grained Classification


Nov 02, 2021
Yao Rong, Wenjia Xu, Zeynep Akata, Enkelejda Kasneci

* British Machine Vision Conference (BMVC) 2021 
* 19 pages, 9 figures 

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Robustness via Uncertainty-aware Cycle Consistency


Oct 24, 2021
Uddeshya Upadhyay, Yanbei Chen, Zeynep Akata

* Accepted at NeurIPS 2021. Code is at https://github.com/ExplainableML/UncertaintyAwareCycleConsistency. arXiv admin note: substantial text overlap with arXiv:2102.11747 

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Conditional De-Identification of 3D Magnetic Resonance Images


Oct 18, 2021
Lennart Alexander Van der Goten, Tobias Hepp, Zeynep Akata, Kevin Smith


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


Sep 29, 2021
Sarkhan Badirli, Zeynep Akata, George Mohler, Christine Picard, Murat Dundar

* Accepted to NeurIPS 2021 

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Concurrent Discrimination and Alignment for Self-Supervised Feature Learning


Aug 19, 2021
Anjan Dutta, Massimiliano Mancini, Zeynep Akata

* International Conference on Computer Vision (DeepMTL) 2021 

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Uncertainty-Guided Progressive GANs for Medical Image Translation


Jul 02, 2021
Uddeshya Upadhyay, Yanbei Chen, Tobias Hepp, Sergios Gatidis, Zeynep Akata

* accepted at MICCAI 2021, code is released here: https://github.com/ExplainableML/UncerGuidedI2I 

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Keep CALM and Improve Visual Feature Attribution


Jun 15, 2021
Jae Myung Kim, Junsuk Choe, Zeynep Akata, Seong Joon Oh

* 20 pages, 11 figures 

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


May 08, 2021
Maxime Kayser, Oana-Maria Camburu, Leonard Salewski, Cornelius Emde, Virginie Do, Zeynep Akata, Thomas Lukasiewicz


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Audio Retrieval with Natural Language Queries


May 05, 2021
Andreea-Maria Oncescu, A. Sophia Koepke, João F. Henriques, Zeynep Akata, Samuel Albanie

* Submitted to INTERSPEECH 2021 

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Where and When: Space-Time Attention for Audio-Visual Explanations


May 04, 2021
Yanbei Chen, Thomas Hummel, A. Sophia Koepke, Zeynep Akata


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Learning Graph Embeddings for Open World Compositional Zero-Shot Learning


May 03, 2021
Massimiliano Mancini, Muhammad Ferjad Naeem, Yongqin Xian, Zeynep Akata

* arXiv admin note: text overlap with arXiv:2101.12609 

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Distilling Audio-Visual Knowledge by Compositional Contrastive Learning


Apr 22, 2021
Yanbei Chen, Yongqin Xian, A. Sophia Koepke, Ying Shan, Zeynep Akata

* Accepted to CVPR2021 

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A Closer Look at Self-training for Zero-Label Semantic Segmentation


Apr 21, 2021
Giuseppe Pastore, Fabio Cermelli, Yongqin Xian, Massimiliano Mancini, Zeynep Akata, Barbara Caputo


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Uncertainty-aware Generalized Adaptive CycleGAN


Feb 23, 2021
Uddeshya Upadhyay, Yanbei Chen, Zeynep Akata

* 13 pages, 9 figures 

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Learning Graph Embeddings for Compositional Zero-shot Learning


Feb 03, 2021
Muhammad Ferjad Naeem, Yongqin Xian, Federico Tombari, Zeynep Akata


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Open World Compositional Zero-Shot Learning


Feb 03, 2021
Massimiliano Mancini, Muhammad Ferjad Naeem, Yongqin Xian, Zeynep Akata


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A Few Guidelines for Incremental Few-Shot Segmentation


Nov 30, 2020
Fabio Cermelli, Massimiliano Mancini, Yongqin Xian, Zeynep Akata, Barbara Caputo

* Under review 

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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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