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18:20Advanced
A 18-minute video from UiT Machine Learning Group: “An Empirical Study on the Robustness of Layerwise Relevance Propagation (Kristine Hein, UiO)”.
15:22Advanced
A 15-minute video from UiT Machine Learning Group: “Code-Aligned AEs for Unsupervised Change Detection in Remote Sensing data (Luigi Luppino, UiT)”.
14:25Advanced
A 14-minute video from UiT Machine Learning Group: “Consistent Estimation of Stellar Params from HARPS-N Spectroscopy using DL (Frederik B. Hüttel, DTU)”.
15:57Advanced
A 16-minute video from UiT Machine Learning Group: “Deep Domain Adaptation Applied to Automatic Fish Age Prediction (Alba Ordonez, NR)”.
32:52Advanced
A 33-minute video from UiT Machine Learning Group: “Deep Learning in NLP (Lilja Øvrelid and Jeremy Barnes, University of Oslo) from the NLDL 2021.”.
17:54Advanced
A 18-minute video from UiT Machine Learning Group: “Extract. PDFA from RNN on traffic-data (Halvor Helland Barndon & Hans Martin Theigler Johansen, UiB)”.
36:47Advanced
A 37-minute video from UiT Machine Learning Group: “Graph Signal Processing and Graph Machine Learning: Benjamin Ricaud (UiT)”.
27:51Advanced
A 28-minute video from UiT Machine Learning Group: “Introduction to GANs (Håkon Hukkelås, NTNU) from the NLDL 2021.”.
42:44Advanced
A 43-minute video from UiT Machine Learning Group: “Lifelong Generative Modelling Using Dynamic Expansion Mechnism: Fei Ye (University of York, UK)”.
20:36Advanced
A 21-minute video from UiT Machine Learning Group: “Reconsidering Representation Alignment for Multi-view Clustering:Daniel J. Trosten (UiT, CVPR 2021)”.
15:04Advanced
A 15-minute video from UiT Machine Learning Group: “Reducing Objective Function Mismatch in Deep Clustering w/ Companion Objective (Daniel Trosten, UiT)”.
16:40Advanced
A 17-minute video from UiT Machine Learning Group: “Robust Deep Interpretable Features for Binary Image Classification (Robert Hu, University of Oxford)”.
14:32Advanced
A 15-minute video from UiT Machine Learning Group: “SCG-Net: Self-Constructing Graph Neural Networks for Semantic Segmentation (Qinghui Liu, NR, UiT)”.
9:59Advanced
A 10-minute video from UiT Machine Learning Group: “SEN: A Novel Dissimilarity Measure for Prototypical Few Shot Learning Networks”.
13:53Advanced
A 14-minute video from UiT Machine Learning Group: “Seafloor Pipeline Detection With Deep Learning (Vemund S. Schøyen and Narada Dilp Warakagoda, UiO)”.
12:53Advanced
A 13-minute video from UiT Machine Learning Group: “Semi-supervised Semantic Segmentation in Multi-frequency Echosounder Data (Changkyu Choi, UiT)”.
13:39Advanced
A 14-minute video from UiT Machine Learning Group: “Tomographic Reconstruction using Coordinate-based NN with Spatial Regularization (Jakeoung Koo, DTU)”.
32:52Advanced
A 33-minute video from UiT Machine Learning Group: “Uncertainty Quantification in DNNs (Fabian Brickwedde, Goethe Univ. Frankfurt) from the NLDL 2021.”.
36:43Advanced
A 37-minute video from UiT Machine Learning Group: “Uncertainty and interpretability in deep learning-based support systems for medical data”.
13:28Advanced
A 13-minute video from UiT Machine Learning Group: “Uncertainty-Aware Deep Ensembles for Explainable Time Series Prediction (Kristoffer Wickstrøm, UiT)”.
