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 | 420 | 2021 |
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 | 195 | 2022 |
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 | 62 | 2021 |
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 | 62 | 2020 |
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 | 41* | 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 | 20 | 2022 |
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 | 11 | 2023 |
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 | 2 | 2023 |
NeCo: Improving DINOv2's spatial representations in 19 GPU hours with Patch Neighbor Consistency V Pariza*, M Salehi*, G Burghouts, F Locatello, YM Asano arXiv preprint arXiv:2408.11054, 2024 | | 2024 |
SIGMA: Sinkhorn-Guided Masked Video Modeling M Salehi, M Dorkenwald, FM Thoker, E Gavves, CGM Snoek, YM Asano European Conference on Computer Vision (ECCV), 2024 | | 2024 |
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 | | 2024 |