CIAGAN: Conditional Identity Anonymization Generative Adversarial Networks
Maximov, Maxim, Elezi, Ismail, Leal-Taixe, Laura
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.01.2020)
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.01.2020)
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Conference Proceeding
The Group Loss++: A Deeper Look Into Group Loss for Deep Metric Learning
Elezi, Ismail, Seidenschwarz, Jenny, Wagner, Laurin, Vascon, Sebastiano, Torcinovich, Alessandro, Pelillo, Marcello, Leal-Taixe, Laura
Published in IEEE transactions on pattern analysis and machine intelligence (01.02.2023)
Published in IEEE transactions on pattern analysis and machine intelligence (01.02.2023)
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Journal Article
Simple Cues Lead to a Strong Multi-Object Tracker
Seidenschwarz, Jenny, Braso, Guillem, Serrano, Victor Castro, Elezi, Ismail, Leal-Taixe, Laura
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
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Conference Proceeding
CIAGAN: Conditional Identity Anonymization Generative Adversarial Networks
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Paper
Journal Article
Revealing structure in large graphs: Szemerédi’s regularity lemma and its use in pattern recognition
Pelillo, Marcello, Elezi, Ismail, Fiorucci, Marco
Published in Pattern recognition letters (01.02.2017)
Published in Pattern recognition letters (01.02.2017)
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Journal Article
Active Learning for Deep Object Detection via Probabilistic Modeling
Choi, Jiwoong, Elezi, Ismail, Lee, Hyuk-Jae, Farabet, Clement, Alvarez, Jose M.
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
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Conference Proceeding
Transductive Label Augmentation for Improved Deep Network Learning
Elezi, Ismail, Torcinovich, Alessandro, Vascon, Sebastiano, Pelillo, Marcello
Published in 2018 24th International Conference on Pattern Recognition (ICPR) (01.08.2018)
Published in 2018 24th International Conference on Pattern Recognition (ICPR) (01.08.2018)
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Conference Proceeding
DeepScores-A Dataset for Segmentation, Detection and Classification of Tiny Objects
Tuggener, Lukas, Elezi, Ismail, Schmidhuber, Jurgen, Pelillo, Marcello, Stadelmann, Thilo
Published in 2018 24th International Conference on Pattern Recognition (ICPR) (01.08.2018)
Published in 2018 24th International Conference on Pattern Recognition (ICPR) (01.08.2018)
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Conference Proceeding
Not All Labels Are Equal: Rationalizing The Labeling Costs for Training Object Detection
Elezi, Ismail, Yu, Zhiding, Anandkumar, Anima, Leal-Taixe, Laura, Alvarez, Jose M.
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
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Conference Proceeding
Deep Learning in the Wild
Stadelmann, Thilo, Amirian, Mohammadreza, Arabaci, Ismail, Arnold, Marek, Duivesteijn, Gilbert François, Elezi, Ismail, Geiger, Melanie, Lörwald, Stefan, Meier, Benjamin Bruno, Rombach, Katharina, Tuggener, Lukas
Published in Artificial Neural Networks in Pattern Recognition (2018)
Published in Artificial Neural Networks in Pattern Recognition (2018)
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Book Chapter
VD: Improving Knowledge Distillation Using Orthogonal Projections
Miles, Roy, Elezi, Ismail, Deng, Jiankang
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (16.06.2024)
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (16.06.2024)
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Conference Proceeding
G3DR: Generative 3D Reconstruction in ImageNet
Reddy, Pradyumna, Elezi, Ismail, Deng, Jiankang
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (16.06.2024)
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (16.06.2024)
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Conference Proceeding