Theses Gallery 2021 Informatics Insitute
6 December 2021
A data-centric approach towards identification and prediction of anomalies in industrial cyber-physical systems
Author: U. (Uraz) Odyurt
Supervisor: A.D. Pimentel
Co-supervisor: C.T.A.M. de Laat
Group: Parallel Computing Systems
1 December 2021
Face analysis and deepfake detection
Author: J. (Jian) Han
Supervisor: T. Gevers
Co-supervisor: S. Karaoglu
Group: Computer Vision research group
27 October 2021
Learning image decomposition for face analysis and synthesis
Author: L.M. (Minh) Ngo
Supervisor: T. Gevers
Co-supervisor: S. Karaoglu
Group: Computer Vision research group
29 September 2021
Pairwise alignment of archaeological fragments through morphological characterization of fracture surfaces
Author: H. (Hanan) ElNaghy
Supervisor: T. Gevers
Co-supervisor: L. Dorst
Group: Computer Vision research group
23 September 2021
Causality and independence in systems of equations
Author: T. (Tineke) Blom
Supervisor: J.M. Mooij
Co-supervisor: M. Welling
Group: Amsterdam Machine Learning Lab
Link: Read or download this thesis
22 September 2021
Deep learning with 3D and label geometry
Author: S. (Shuai) Liao
Supervisor: C.G.M. Snoek
Co-supervisor: E. Gavves
Group: Video & Image Sense Lab
9 September 2021
Deep representations of structures in the 3D-world
Author: B. (Berkay) Kıcanaoğlu
Supervisor: A.W.M. Smeulders
Co-supervisor: C.G.M. Snoek
Group: Video & Image Sense Lab
8 September 2021
Physics aware learning of intrinsic images
Author: A.S. (Anil) Baslamisli
Supervisor: T. Gevers
Co-supervisor: S. Karaoglu
Group: Computer Vision research group
6 September 2021
Improving search and recommendation by asking clarifying questions
Author: J. (Jie) Zou
Supervisor: E. Kanoulas
Co-supervisor: M. de Rijke
Group: Information Retrieval Lab
9 June 2021
Equivariant convolutional networks
Author: T.S. (Taco) Cohen
Supervisor: M. Welling
Group: Amsterdam Machine Learning Lab
2 June 2021
3D scene understanding from a single image
Author: W. (Wei) Zeng
Supervisor: T. Gevers
Co-supervisor: S. Karaoglu
Group: Computer Vision research group
18 May 2021
Outdoor image understanding from multiple vision modalities
Author: H-Â. (Hoàng-Ân ) Lê
Supervisor: T. Gevers
Co-supervisor: T.E.J. Mensink
Group: Computer Vision research group
12 May 2021
Computational models of human response to urban heat
Author: V. (Valentin) Melnikov
Supervisor: P.M.A. Sloot
Co-supervisors: M.H. Lees, V. Krzizhanovskaya
Group: Computational Science Lab
19 April 2021
Development and evaluation of a blended home-based exercise intervention for older adults
Author: S. (Sumit) Mehra
Supervisors: B.J.A. Kröse, P.J.M. Weijs
Co-supervisor: B. Visser
Group: Amsterdam Machine Learning Lab
9 April 2021
Recurrent motion in vision
Author: T.F.H. (Tom) Runia
Supervisor: C.G.M. Snoek, A.W.M. Smeulders
Group: Video Image Sense Lab
9 April 2021
Aspects of time for recognizing human activities
Author: N.M.E. (Noureldien) Hussein
Supervisor: A.W.M. Smeulders
Co-supervisor: E. Gavves
Group: Video Image Sense Lab
8 April 2021
Memory system design for application-specific hardware
Author: G. (Giulio) Stramondo
Supervisor: C.T.A.M. de Laat
Co-supervisor: A.L. Varbanescu
Group: Complex Cyber Infrastructure group
4 March 2021
Optimizing ranking systems online as bandits
Author: C. (Chang) Li
Supervisor: M. de Rijke
Co-supervisor: M. Zoghi
Group: Information Retrieval Lab
5 February 2021
Supporting search engines with knowledge and context
Author: N. (Nikos) Voskarides
Supervisor: M. de Rijke
Co-supervisor: E.J. Meij
Group: Information Retrieval Lab
2 February 2021
Learning from user interactions for recommending queries and items
Author: W. (Wanyu) Chen
Supervisor: M. de Rijke
Co-supervisor: F. Cai
Group: Information Retrieval Lab
26 January 2021
Maximum caliber approach to reweight dynamics of non-equilibrium steady states
Author: M. (Marius) Bause
Supervisor: T. Bereau
Co-supervisor: E.J. Meijer
Group: Computational Science Lab
20 January 2021
Computational trust models for collaborative network orchestration
Author: A. (Ameneh) Deljoo
Supervisors: C.T.A.M. de Laat, T.M. van Engers
Co-supervisor: L. Gommans
Group: Complex Cyber Infrastructure group
15 January 2021
Crafting deep learning models for reinforcement learning and computer vision applications
Author: W. (Wenling) Shang
Supervisor: M. Welling
Co-supervisor: H.C. van Hoof
Group: Amsterdam Machine Learning Lab