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Ismail Elezi
Ismail Elezi
Principal Research Scientist at Huawei Noah’s Ark (UK)
Verified email at huawei.com - Homepage
Title
Cited by
Cited by
Year
CIAGAN: Conditional Identity Anonymization Generative Adversarial Networks
M Maximov*, I Elezi*, L Leal-Taixé
Conference on Computer Vision and Pattern Recognition (CVPR) 2020, 5447-5456, 2020
2362020
Active Learning for Deep Object Detection via Probabilistic Modeling
J Choi, I Elezi, HJ Lee, C Farabet, JM Alvarez
International Conference on Computer Vision (ICCV) 2021, 2021
1482021
The Group Loss for Deep Metric Learning
I Elezi, S Vascon, A Torcinovich, M Pelillo, L Leal-Taixe
European Conference on Computer Vision (ECCV) 2020, 2020
762020
Learning Intra-Batch Connections for Deep Metric Learning
J Seidenschwarz, I Elezi, L Leal-Taixé
International Conference on Machine Learning (ICML) 2021, 2021
732021
Simple cues lead to a strong multi-object tracker
J Seidenschwarz, G Brasó, VC Serrano, I Elezi, L Leal-Taixé
Conference on Computer Vision and Pattern Recognition (CVPR) 2023, 13813-13823, 2023
682023
Deepscores-a dataset for segmentation, detection and classification of tiny objects
L Tuggener, I Elezi, J Schmidhuber, M Pelillo, T Stadelmann
2018 24th International Conference on Pattern Recognition (ICPR), 3704-3709, 2018
592018
Deep watershed detector for music object recognition
L Tuggener, I Elezi, J Schmidhuber, T Stadelmann
Proceedings of the 19th International Society for Music Information …, 2018
552018
Deep learning in the wild
T Stadelmann, M Amirian, I Arabaci, M Arnold, GF Duivesteijn, I Elezi, ...
Artificial Neural Networks in Pattern Recognition: 8th IAPR TC3 Workshop …, 2018
462018
The 2021 image similarity dataset and challenge
M Douze, G Tolias, E Pizzi, Z Papakipos, L Chanussot, F Radenovic, ...
arXiv preprint arXiv:2106.09672, 2021
442021
Not All Labels Are Equal: Rationalizing The Labeling Costs for Training Object Detection
I Elezi, Z Yu, A Anandkumar, L Leal-Taixe, JM Alvarez
Conference on Computer Vision and Pattern Recognition (CVPR) 2022, 2022
422022
Transductive label augmentation for improved deep network learning
I Elezi*, A Torcinovich*, S Vascon*, M Pelillo
2018 24th International Conference on Pattern Recognition (ICPR), 1432-1437, 2018
352018
Learning neural models for end-to-end clustering
BB Meier, I Elezi, M Amirian, O Dürr, T Stadelmann
Artificial Neural Networks in Pattern Recognition: 8th IAPR TC3 Workshop …, 2018
322018
The 2021 image similarity dataset and challenge
M Douze, G Tolias, E Pizzi, Z Papakipos, L Chanussot, F Radenovic, ...
arXiv preprint arXiv:2106.09672, 2021
30*2021
Revealing structure in large graphs: Szemerédi’s regularity lemma and its use in pattern recognition
M Pelillo, I Elezi, M Fiorucci
Pattern Recognition Letters 87, 4-11, 2017
212017
The group loss++: A deeper look into group loss for deep metric learning
I Elezi*, J Seidenschwarz*, L Wagner*, S Vascon, A Torcinovich, M Pelillo, ...
IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (2), 2505-2518, 2023
172023
Learning to Discover and Detect Objects
V Fomenko, I Elezi, D Ramanan, L Leal-Taixé, A Ošep
Neural Information and Processing Systems (NeurIPS) 2022, 2022
112022
The Unreasonable Effectiveness of Fully-Connected Layers for Low-Data Regimes
P Kocsis, P Súkeník, G Brasó, M Nießner, L Leal-Taixé, I Elezi
Neural Information and Processing Systems (NeurIPS) 2022, 2022
92022
Three Heads Are Better Than One: Complementary Experts for Long-Tailed Semi-supervised Learning
C Ma, I Elezi, J Deng, W Dong, C Xu
Proceedings of the The 38th Annual AAAI Conference on Artificial Intelligence, 2024
72024
VeLoRA: Memory Efficient Training using Rank-1 Sub-Token Projections
R Miles, P Reddy, I Elezi, J Deng
Advances in Neural Information and Processing Systems (NeurIPS), 2024
6*2024
Improving Knowledge Distillation using Orthogonal Projections
R Miles, I Elezi, J Deng
Conference on Computer Vision and Pattern Recognition (CVPR) 2024, 2024
62024
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