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Mohammadreza Salehi
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Multiresolution Knowledge Distillation for Anomaly Detection
M Salehi, N Sadjadi, S Baselizadeh, MH Rohban, HR Rabiee
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
5372021
A unified survey on anomaly, novelty, open-set, and out-of-distribution detection: Solutions and future challenges
M Salehi, H Mirzaei, D Hendrycks, Y Li, MH Rohban, M Sabokrou
Transaction on Machine Learning Research (TMLR), 2022
2532022
Arae: Adversarially robust training of autoencoders improves novelty detection
M Salehi, A Arya, B Pajoum, M Otoofi, A Shaeiri, MH Rohban, HR Rabiee
Neural Networks 144, 726-736, 2021
702021
Puzzle-ae: Novelty detection in images through solving puzzles
M Salehi, A Eftekhar, N Sadjadi, MH Rohban, HR Rabiee
arXiv preprint arXiv:2008.12959, 2020
662020
Fake It Till You Make It: Towards Accurate Near-Distribution Novelty Detection
H Mirzaei, M Salehi, S Shahabi, E Gavves, CGM Snoek, M Sabokrou, ...
International Conference on Learning Representations (ICLR), 2023
55*2023
Swinchex: Multi-label classification on chest x-ray images with transformers
S Taslimi, S Taslimi, N Fathi, M Salehi, MH Rohban
arXiv preprint arXiv:2206.04246, 2022
302022
Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations
M Salehi, E Gavves, CGM Snoek, YM Asano
International Conference on Computer Vision (ICCV), 2023
182023
Forecasting influenza hemagglutinin mutations through the lens of anomaly detection
A Garjani, AM Chegini, M Salehi, A Tabibzadeh, P Yousefi, ...
Scientific Reports 13 (1), 14944, 2023
52023
GeneralAD: Anomaly Detection Across Domains by Attending to Distorted Features
LPJ Sträter*, M Salehi*, E Gavves, CGM Snoek, YM Asano
European Conference on Computer Vision (ECCV), 2024
42024
Near, far: Patch-ordering enhances vision foundation models' scene understanding
V Pariza*, M Salehi*, G Burghouts, F Locatello, YM Asano
International Conference on Learning Representations (ICLR), 2025
2025
SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery
S Rastegar, M Salehi, YM Asano, H Doughty, CGM Snoek
European Conference on Computer Vision (ECCV), 2024
2024
SIGMA: Sinkhorn-Guided Masked Video Modeling
M Salehi*, M Dorkenwald*, FM Thoker*, E Gavves, CGM Snoek, ...
European Conference on Computer Vision (ECCV), 2024
2024
Redefining Normal: A Novel Object-Level Approach for Multi-Object Novelty Detection
M Salehi, NA Gavves, Efstratios, CGM Snoek, YM Asano
Proceedings of the Asian Conference on Computer Vision (ACCV), 402-418, 2024
2024
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Artiklar 1–13