2022

Explainable Robustness for Visual Classification

  Author : Sadaf Gulshad Promotor(s) : Prof.dr.ir. A.W.M. Smeulders University : University of Amsterdam Year of publication : 2022 Link to repository : Link to thesis In this thesis, we explore the explainable robustness of neural networks for visual…

Geometric Modeling for 3D Human Pose Estimation and Motion Transfer

Alternative Representations and Techniques for Accelerated Realistic Image Synthesis

Learning visual similarities robust to bias

Less machine (=) More vision

Interactive Visualization for Interpretable Machine Learning

Data-efficient learning of geometric structures from single-view images

Inductive biases for pixel representation learning

Shifting representations: Adventures in cross-modality domain adaptation for medical image analysis

Learning Continuity for Image and Video Recognition