Theses Gallery 2022 Informatics Institute
23 December 2022
Functional representation learning for uncertainty quantification and fast skill transfer
Author: Q. (Qi) Wang
Supervisor: M. Welling
Co-supervisor: H.C. van Hoof
Group: Amsterdam Machine Learning Lab
22 December 2022
Collaborative agents for task-oriented dialogue systems
Author: J. (Jiahuan) Pei
Supervisor: M. de Rijke
Co-supervisor: P. Ren
Group: Information Retrieval Lab
20 December 2022
Geometric modeling for 3D human pose estimation and motion transfer
Author: Y. (Yahui) Zhang
Supervisor: T. Gevers
Co-supervisors: S. You, S. Karaoglu
Group: Computer Vision research group
14 December 2022
Explainable robustness for visual classification
Author: S. (Sadaf) Gulshad
Supervisor: A.W.M. Smeulders
Co-supervisor: H.C. van Hoof
Group: Video & Image Sense Lab
19 October 2022
A policy compliance detection architecture for data exchange infrastructures
Author: L. (Lu) Zhang
Supervisors: C.T.A.M. de Laat, P. Grosso
Co-supervisor: L.H.M. Gommans
Group: Complex Cyber Infrastructure group
14 October 2022
Invariance in deep representations
Author: M. (Maximilian) Ilse
Supervisor: M. Welling
Co-supervisor: J. Tomczak
Group: Amsterdam Machine Learning Lab
27 September 2022
Uncertainty, robustness and safety in artificial intelligence, with applications in healthcare
Author: S. (Shi) Hu
Supervisor: Max Welling
Co-supervisor: B. van Ginniken
Group: Amsterdam Machine Learning Lab
23 September 2022
Explaining predictions from machine learning models: algorithms, users, and pedagogy
Author: A. (Ana) Lucic
Supervisor: M. de Rijke
Co-supervisor: H. Haned
Group: Information Retrieval Lab
08 September 2022
Analysis and prediction of GPU graph algorithm performance
Author: M. (Merijn) Verstraaten
Supervisor: C.T.A.M. de Laat
Co-supervisor: A.L. Varbanescu
Group: Complex Cyber Infrastructure group
07 September 2022
Learning visual similarities robust to bias
Author: W. (William) Thong
Supervisor: C.G.M. Snoek
Co-supervisor: A.W.M. Smeulders
Group: Video Image Sense Lab
29 June 2022
Causal modeling & dynamical systems
Author: S.R. (Stephan) Bongers
Supervisor: J.M. Mooij
Co-supervisor: M. Welling
Group: Amsterdam Machine Learning Lab
17 June 2022
Multimodal deep learning on hypergraphs
Author: D. (Devanshu) Arya
Supervisor: M. Worring
Co-supervisor: S. Rudinac
Group: Multimedia Analytics Lab Amsterdam
15 June 2022
Efficient neural architectures for edge devices
Author: D. (Dolly) Sapra
Supervisor: A.D. Pimentel
Supervisor: C.T.A.M. de Laat
Group: Parallel Computing Systems
04 May 2022
Information sharing methods for multi-task learning
Author: G. (Gjorgji) Strezoski
Supervisor: M. Worring
Co-supervisor: N.J.E. van Noord
Group: Multimedia Analytics Lab Amsterdam
29 April 2022
Inductive biases for pixel representation learning
Author: Z. (Zenglin) Shi
Supervisor: C.G.M. Snoek
Co-supervisor: P.S.M. Mettes
Group: Video & Image Sense Lab
14 April 2022
Learning Continuity for Image and Video Recognition
Author: J. (Jiaojiao) Zhao
Supervisor: C.G.M. Snoek
Co-supervisor: P.S.M. Mettes
Group: Video & Image Sense Lab
16 February 2022
Probabilistic reasoning for uncertainty & compression in deep learning
Author: C. (Christos) Louizos
Supervisor: M. Welling
Co-supervisor: J.M. Mooij
Group: Amsterdam Machine Learning Lab
14 January 2022
Modelling cerebral blood flow and perfusion during acute ischaemic stroke
Author: R.M. (Raymond) Padmos
Supervisor: A.G. Hoekstra
Co-supervisor: G. Závodszky
Group: Computational Science Lab