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Mohammadreza Salehi

About Mohammadreza Salehi

Mohammadreza Salehi, With an exceptional h-index of 6 and a recent h-index of 6 (since 2020), a distinguished researcher at Sharif University of Technology, specializes in the field of Machine Learning, Computer Vision, ML Safety, Representation Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Forecasting influenza hemagglutinin mutations through the lens of anomaly detection

Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations

Fake It Till You Make It: Towards Accurate Near-Distribution Novelty Detection

A unified survey on anomaly, novelty, open-set, and out-of-distribution detection: Solutions and future challenges

Swinchex: Multi-label classification on chest x-ray images with transformers

Arae: Adversarially robust training of autoencoders improves novelty detection

Multiresolution Knowledge Distillation for Anomaly Detection

Puzzle-ae: Novelty detection in images through solving puzzles

Mohammadreza Salehi Information

University

Position

___

Citations(all)

555

Citations(since 2020)

555

Cited By

10

hIndex(all)

6

hIndex(since 2020)

6

i10Index(all)

6

i10Index(since 2020)

6

Email

University Profile Page

Google Scholar

Mohammadreza Salehi Skills & Research Interests

Machine Learning

Computer Vision

ML Safety

Representation Learning

Top articles of Mohammadreza Salehi

Forecasting influenza hemagglutinin mutations through the lens of anomaly detection

Scientific Reports

2023/9/11

Mohammadreza Salehi
Mohammadreza Salehi

H-Index: 2

Mohammad Hossein Rohban
Mohammad Hossein Rohban

H-Index: 11

Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations

2023

Mohammadreza Salehi
Mohammadreza Salehi

H-Index: 2

Efstratios Gavves
Efstratios Gavves

H-Index: 26

Fake It Till You Make It: Towards Accurate Near-Distribution Novelty Detection

International Conference on Learning Representations (ICLR)

2023/1/23

Hossein Mirzaei
Hossein Mirzaei

H-Index: 7

Mohammadreza Salehi
Mohammadreza Salehi

H-Index: 2

Efstratios Gavves
Efstratios Gavves

H-Index: 26

Mohammad Sabokrou
Mohammad Sabokrou

H-Index: 16

Mohammad Hossein Rohban
Mohammad Hossein Rohban

H-Index: 11

A unified survey on anomaly, novelty, open-set, and out-of-distribution detection: Solutions and future challenges

Transactions on Machine Learning Research (TMLR)

2021/10/26

Mohammadreza Salehi
Mohammadreza Salehi

H-Index: 2

Hossein Mirzaei
Hossein Mirzaei

H-Index: 7

Dan Hendrycks
Dan Hendrycks

H-Index: 16

Yixuan Li
Yixuan Li

H-Index: 15

Mohammad Hossein Rohban
Mohammad Hossein Rohban

H-Index: 11

Mohammad Sabokrou
Mohammad Sabokrou

H-Index: 16

Swinchex: Multi-label classification on chest x-ray images with transformers

arXiv preprint arXiv:2206.04246

2022/6/9

Nima Fathi
Nima Fathi

H-Index: 7

Mohammadreza Salehi
Mohammadreza Salehi

H-Index: 2

Mohammad Hossein Rohban
Mohammad Hossein Rohban

H-Index: 11

Arae: Adversarially robust training of autoencoders improves novelty detection

Neural Networks

2021/12/1

Mohammadreza Salehi
Mohammadreza Salehi

H-Index: 2

Mohammad Hossein Rohban
Mohammad Hossein Rohban

H-Index: 11

Multiresolution Knowledge Distillation for Anomaly Detection

2021

Mohammadreza Salehi
Mohammadreza Salehi

H-Index: 2

Puzzle-ae: Novelty detection in images through solving puzzles

arXiv preprint arXiv:2008.12959

2020/8/29

Mohammadreza Salehi
Mohammadreza Salehi

H-Index: 2

Mohammad Hossein Rohban
Mohammad Hossein Rohban

H-Index: 11

See List of Professors in Mohammadreza Salehi University(Sharif University of Technology)

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