Homepage of Hossein Azizpour

Hossein Azizpour

Associate Professor in Machine Learning (Docent)

Department of Robotics, Perception, and Learning (RPL)

Affiliated Faculty at Science for Life Laboratory,
Swedish e-Science Research Centre, WASP, Digital Futures.

Google Scholar
Lindstedtsvägen 24, Floor 3, Room 315a
+46 (8) 790 6719
azizpourkth.se

Publications Most recent list of publications best accessed at my Google Scholar page. Also below comes references to selected publications.

Current Research Tracks with selected representative publications

(T1) deep learning under uncertainty and undersupervision. Englesson ProbML26, Englesson ICLR24, Englesson TMLR23, Englesson NeurIPS21, Baldassarre ECCV20, Teye ICML18.

(T2) Interpreting and understanding deep learning. Mehrpanah ICML26, Mehrpanah ICCV25, Mehrpanah ECCV24, Nilsson CHIL24, Gamba TMLR23 , Gamba BMVC23 oral , Baldassarre ICLRw22 oral, Gamba AISTATS22, Baldassarre ICMLw19.

(T3) Feature selection with deep learning. Wijk EurIPS25, Wijk ICLR24, Nilsson ICML24, Liu WACV23, Hu ECML23.

(T4) Generative and foundation modelling. Gutha WACV27, Zhou arXiv26, Tedoldi ICML26, Zhou ICML25, Al-Jaff ECAI25, Gutha WACV25, Sprague arXiv24, Zhou NeurIPSw24, Sprague ICMLw24.

(A1) Application to life sciences. Zhou arXiv26, Tedoldi ICML26, Tedoldi arXiv25, Zhou ICML25, Nilsson CHIL24, Sorkhei NeurIPS21, Liu MICCAI20, Dembrower Radiology20, Baldassarre Bioinformatics20.

(A2) Application to physics. Vishwasrao arXiv25, Guastoni ICLRw23, Guastoni JFM21, Eivazi IJHFF21, Guemes PoF21, Srinivasan PRF19.

(A3) Application to earth observation. Fang IGARSS26, Fang WACVw25, Hafner arXiv25, Yadav AEOG24, Hafner TGRS21.

(A4) Computer Vision. Gutha WACV27, Mehrpanah ICCV25, Gutha WACV25, Mehrpanah ECCV24, Colomer ICCV23, Hu ECML23, Baldassarre ICLRw22 oral, Marti NLDL23, Liu WACV23.

Past Research Tracks with selected representative publications

(T5) Transfer Deep Learning. Colomer ICCV23, Azizpour PAMI16, Azizpour CVPRw15 best paper.
(T6) Latent Variable SVM. Azizpour(BMVC15), Azizpour(ECCV12), Aghazadeh(ECCV12).

Current Group Members (including PhD students for whom I am an active co-supervisor)

Mert Kurucu, visiting postdoctoral researcher (reserach tracks: T4, A1)

Heng Fang, PhD student as main supervisor (reserach tracks: T1, A3)

Amir Mehrpanah, PhD student as main supervisor (reserach tracks: T1, T2, A1)

Klas Wijk, PhD student as main supervisor (reserach tracks: T3, T4, A2)

Sai bharath chandra Gutha, PhD student as main supervisor (reserach tracks: T4, T3, A2)

Wenyin Zhou, PhD student as main supervisor (reserach tracks: T4, A1)

Riccardo Tedoldi, PhD student (with AstraZeneca) as main supervisor (reserach tracks: T4, A1)

David Alm, PhD student as main supervisor (reserach tracks: T4, T1, A1)

Arka Pal, PhD student as main supervisor (reserach tracks: T4, T3, A1)

Abhijeet Vishwasrao, PhD student as co-supervisor, main supervisor: Ricardo Vinuesa (reserach tracks: T4, A2)

Mohammad Al-Jaff, PhD student as co-supervisor, main supervisor: Danica Kragic (reserach tracks: T4)

Past Group Members (including PhD students for whom I have been an active co-supervisor)

Hao Hu, past postdoc, now research scientist at Vionlabs, Stockholm.

Christopher Iliffe Sprague, past postdoc (reserach tracks: T4, A1), now research scientist at Alan Turing Inst.

Erik Englesson, past PhD student and postdoc (reserach tracks: T1), now postdoc at University of Cambridge.

Matteo Gamba, past PhD student and postdoc (reserach tracks: T2), now postdoc at Brown University.

Federico Baldassarre past PhD student as main supervisor (reserach tracks: T1, A1), now postdoc at Meta, Paris.

Yue Liu, past PhD student as co-supervisor, main supervisor: Kevin Smith (reserach tracks: A1)

Luca Guastoni, past PhD student as co-supervisor, main supervisor: Ricardo Vinuesa (reserach tracks: A2), now postdoc at TU Munich

Katharina Deckenbach, Research Intern (reserach tracks: T1), now PhD Student @ ELLIS Institute Tübingen

Scientific Community Service

Program Committee: ICCV(2013-2025), CVPR(2013-2025), ECCV(2016-2024), NeurIPS(2018-2025), ICML(2019-2025), ICLR(2018-2025), PAMI(2014-2025), IJCV(2017-2022), TIP(2014-2017), TNNLS(15,16), PR(16,21), RA-L(17,18), ACCV(2016-2020), BMVC(15,16,21), AAAI21-25, MICCAI17, RSS16, WACV15, ICPR14
(Senior/Lead) Area Chair: NeurIPS2026(SAC), ICML2025, CVPR2025(leadAC), ICLR2024 ,NeurIPS2024, ACML2024, ICML2024, CHIL2024, AISTATS2024, ICLR2024, NeurIPS2023, AISTATS2023, ECCV2022, ACML2022, ICML2021(expert reviewer), ECCV2020
PhD Thesis/Licentiate (committee member or opponent): UAdelaide (2025), UU (2024), LTH (2024), HH (2024), Chalmers (2018, 2024), LiU (2022,2023,2024,2025), Lund (2023), KTH (2022,2023,2026)
Grant/Position Evaluation (committee member or chair): Young Academy of Spain (2024, 2025), Adjunct Professor (Chalmers 2024), WASP-DDLS(2023), Digital Futures (2021, 2022), c3.ai DTI (2021) Breast Cancer Now (2019)

Some activities and hobbies

Arranging Computer Vision Reading Group

Programming

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