Publikasjoner:

73 treff i publikasjoner

Publikasjon

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Analysis of Deep Convolutional Neural Networks Using Tensor Kernels and Matrix-Based Entropy

Wickstrøm, Kristoffer; Løkse, Sigurd Eivindson; Kampffmeyer, Michael; Yu, Shujian; Príncipe, José C.; Jenssen, Robert

2023

Vitenskapelig artikkel

View it like a radiologist: shifted windows for deep learning augmentation of CT images

Østmo, Eirik Agnalt; Wickstrøm, Kristoffer; Radiya, Keyur; Kampffmeyer, Michael; Jenssen, Robert

2023

Vitenskapelig artikkel

Supercm: Revisiting Clustering for Semi-Supervised Learning

Singh, Durgesh Kumar; Boubekki, Ahcene; Jenssen, Robert; Kampffmeyer, Michael

2023

Vitenskapelig artikkel

On the Effects of Self-supervision and Contrastive Alignment in Deep Multi-view Clustering

Trosten, Daniel Johansen; Løkse, Sigurd Eivindson; Jenssen, Robert; Kampffmeyer, Michael

2023

Vitenskapelig artikkel

Hubs and Hyperspheres: Reducing Hubness and Improving Transductive Few-shot Learning with Hyperspherical Embeddings

Trosten, Daniel Johansen; Chakraborty, Rwiddhi; Løkse, Sigurd Eivindson; Wickstrøm, Kristoffer; Jenssen, Robert; Kampffmeyer, Michael

2023

Vitenskapelig artikkel

A clinically motivated self-supervised approach for content-based image retrieval of CT liver images

Wickstrøm, Kristoffer; Østmo, Eirik Agnalt; Radiya, Keyur; Mikalsen, Karl Øyvind; Kampffmeyer, Michael; Jenssen, Robert

2023

Vitenskapelig artikkel

The Kernelized Taylor Diagram

Johnson, Juan Emmanuel; Løkse, Sigurd Eivindson; Camps-Valls, Gustau; Mikalsen, Karl Øyvind; Kampffmeyer, Michael; Jenssen, Robert

2023

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Deep Semisupervised Semantic Segmentation in Multifrequency Echosounder Data

Choi, Changkyu; Kampffmeyer, Michael; Jenssen, Robert; Handegard, Nils Olav; Salberg, Arnt-Børre

2023

Vitenskapelig artikkel

Deep Clustering with the Cauchy-Schwarz Divergence

Trosten, Daniel Johansen; Wickstrøm, Kristoffer; Yu, Shujian; Løkse, Sigurd Eivindson; Jenssen, Robert; Kampffmeyer, Michael

2022

Vitenskapelig foredrag

rtg

Jenssen, Robert

2022

Vitenskapelig artikkel

RELAX: Representation Learning Explainability

Trosten, Daniel Johansen; Løkse, Sigurd Eivindson; Mikalsen, Karl Øyvind; Kampffmeyer, Michael; Jenssen, Robert

2022

Poster

Generating customer’s credit behavior with deep generative models

Andrade Mancisidor, Rogelio; Kampffmeyer, Michael; Aas, Kjersti; Jenssen, Robert

2022

Vitenskapelig artikkel

Mixing up contrastive learning: Self-supervised representation learning for time series

Wickstrøm, Kristoffer; Kampffmeyer, Michael; Mikalsen, Karl Øyvind; Jenssen, Robert

2022

Vitenskapelig artikkel

A self-guided anomaly detection-inspired few-shot segmentation network

Hansen, Stine; Gautam, Srishti; Kampffmeyer, Michael; Jenssen, Robert

2022

Vitenskapelig artikkel

A self-guided anomaly detection-inspired few-shot segmentation network

Hansen, Stine; Gautam, Srishti; Kampffmeyer, Michael; Jenssen, Robert

2022

Vitenskapelig artikkel

Mixing up contrastive learning: Self-supervised representation learning for time series

Wickstrøm, Kristoffer; Kampffmeyer, Michael; Mikalsen, Karl Øyvind; Jenssen, Robert

2022

Vitenskapelig artikkel

Explaining Marine Acoustic Target Classification in Multi-channel Echosounder Data using Self-attention Mask, Information-Bottleneck, and Mask Prior

Choi, Changkyu; Yu, Shujian; Kampffmeyer, Michael; Salberg, Arnt-Børre; Handegard, Nils Olav; Salahuddin, Suaiba Amina; Jenssen, Robert

2022

Poster

Principle of Relevant Information for Graph Sparsification

Yu, Shujian; Alesiani, Francesco; Yin, Wenzhe; Jenssen, Robert; Principe, Jose C.

2022

Vitenskapelig artikkel

A self-guided anomaly detection-inspired few-shot segmentation network

Salahuddin, Suaiba Amina; Hansen, Stine; Gautam, Srishti; Kampffmeyer, Michael; Jenssen, Robert

2022

Vitenskapelig artikkel

The Kernelized Taylor Diagram

Wickstrøm, Kristoffer; Johnson, Juan Emmanuel; Løkse, Sigurd Eivindson; Camps-Valls, Gusatu; Mikalsen, Karl Øyvind; Kampffmeyer, Michael; Jenssen, Robert

2022

Vitenskapelig artikkel

Multi-modal land cover mapping of remote sensing images using pyramid attention and gated fusion networks

Liu, Qinghui; Kampffmeyer, Michael; Jenssen, Robert; Salberg, Arnt Børre

2022

Vitenskapelig artikkel

Liu, Qinghui; Kampffmeyer, Michael; Jenssen, Robert; Salberg, Arnt Børre

2021

Vitenskapelig artikkel

Reducing Objective Function Mismatch in Deep Clustering with the Unsupervised Companion Objective

Trosten, Daniel Johansen; Jenssen, Robert; Kampffmeyer, Michael

2021

Vitenskapelig artikkel

PAGNet Models for The 2nd Agriculture-Vision Challenges CVPR 2021

Liu, Qinghui; Kampffmeyer, Michael; Jenssen, Robert; Salberg, Arnt Børre

2021

Vitenskapelig foredrag

Deep Image Translation With an Affinity-Based Change Prior for Unsupervised Multimodal Change Detection

Luppino, Luigi Tommaso; Kampffmeyer, Michael; Bianchi, Filippo Maria; Moser, Gabriele; Serpico, Sebastiano Bruno; Jenssen, Robert; Anfinsen, Stian Normann

2021

Vitenskapelig artikkel

Semi-supervised target classification in multi-frequency echosounder data

Choi, Changkyu; Kampffmeyer, Michael; Handegard, Nils Olav; Salberg, Arnt Børre; Brautaset, Olav; Eikvil, Line; Jenssen, Robert

2021

Vitenskapelig artikkel

Machine Learning + Marine Science: Critical Role of Partnerships in Norway

Handegard, Nils Olav; Eikvil, Line; Jenssen, Robert; Kampffmeyer, Michael; Salberg, Arnt Børre; Malde, Ketil

2021

Fagartikkel

Uncertainty-Aware Deep Ensembles for Reliable and Explainable Predictions of Clinical Time Series

Wickstrøm, Kristoffer Knutsen; Mikalsen, Karl Oyvind; Kampffmeyer, Michael; Revhaug, Arthur; Jenssen, Robert

2021

Vitenskapelig artikkel

Semi-supervised Semantic Segmentation in Multi-frequency Echosounder Data

Choi, Changkyu; Kampffmeyer, Michael; Handegard, Nils Olav; Salberg, Arnt Børre; Eikvil, Line; Jenssen, Robert

2021

Poster

Towards Explainable Representation Learning

Kampffmeyer, Michael; Jenssen, Robert; Mikalsen, Karl Øyvind; Løkse, Sigurd Eivindson

2021

Faglig foredrag

Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision

Hansen, Stine; Gautam, Srishti; Jenssen, Robert; Kampffmeyer, Michael

2021

Vitenskapelig foredrag

Clinically relevant features for predicting the severity of surgical site infections

Boubekki, Ahcene; Myhre, Jonas Nordhaug; Luppino, Luigi Tommaso; Mikalsen, Karl Øyvind; Revhaug, Arthur; Jenssen, Robert

2021

Fagartikkel

2021

Faglig foredrag

Towards Explainable Representation Learning

Løkse, Sigurd Eivindson; Kampffmeyer, Michael; Jenssen, Robert; Mikalsen, Karl Øyvind

2021

Faglig foredrag

Towards Explainable Representation Learning

Løkse, Sigurd Eivindson; Mikalsen, Karl Øyvind; Kampffmeyer, Michael; Jenssen, Robert

2021

Faglig foredrag

Uncertainty-Aware Deep Ensembles for Explainable Time Series Prediction

Kampffmeyer, Michael; Jenssen, Robert; Mikalsen, Karl Øyvind; Revhaug, Arthur

2020

Faglig foredrag

Self-Constructing Graph Convolutional Networks for Semantic Labeling

Liu, Qinghui; Kampffmeyer, Michael; Jenssen, Robert; Salberg, Arnt-Børre

2020

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

MSCG-Net Models for The 1st Agriculture-Vision Challenge CVPR 2020

Liu, Qinghui; Kampffmeyer, Michael; Jenssen, Robert; Salberg, Arnt Børre

2020

Vitenskapelig foredrag

Dense dilated convolutions merging network for land cover classification

Liu, Qinghui; Kampffmeyer, Michael; Jenssen, Robert; Salberg, Arnt Børre

2020

Vitenskapelig artikkel

MSCG-Net with Adaptive Class Weighting Loss for Semantic Segmentation

Liu, Qinghui; Kampffmeyer, Michael; Jenssen, Robert; Salberg, Arnt Børre

2020

Vitenskapelig foredrag

Deep generative models for reject inference in credit scoring

Andrade Mancisidor, Rogelio; Kampffmeyer, Michael; Aas, Kjersti; Jenssen, Robert

2020

Vitenskapelig artikkel

2020

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Learning latent representations of bank customers with the Variational Autoencoder

Andrade Mancisidor, Rogelio; Kampffmeyer, Michael; Aas, Kjersti; Jenssen, Robert

2020

Vitenskapelig artikkel

SCG-Net for Semantic Labeling

Liu, Qinghui; Kampffmeyer, Michael; Jenssen, Robert; Salberg, Arnt Børre

2020

Vitenskapelig foredrag

The 1st Agriculture-Vision Challenge: Methods and Results

Chiu, Mang Tik; Xingqiang, Xu; Wang, Kai; Hobbs, Jennifer; Hovakimyan, Naira; Huang, Thomas S.; Shi, Honghui; Wei, Yunchao; Huang, Zilong; Schwing, Alexander; Brunner, Robert; Dozier, Ivan; Dozier, Wyatt; Ghandilyan, Karen; Wilson, David; Park, Hyunseong; Kim, Junhee; Kim, Sungho; Liu, Qinghui; Kampffmeyer, Michael; Jenssen, Robert; Salberg, Arnt Børre; Barbosa, Alexandre; Trevisan, Rodrigo; Zhao, Bingchen; Yu, Shaozuo; Yang, Siwei; Wang, Yin; Sheng, Hao; Chen, Xiao; Su, Jingyi; Rajagopal, Ram; Ng, Andrew; Huynh, Van Thong; Kim, Soo-Hyung; Na, In-Seop; Baid, Ujjwal; Innani, Shubham; Dutande, Prasad; Baheti, Bhakti; Talbar, Sanjay; Tang, Jianyu

2020

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Short-Term Load Forecasting with Missing Data using Dilated Recurrent Attention Networks

Choi, Changkyu; Bianchi, Filippo Maria; Kampffmeyer, Michael; Jenssen, Robert

2020

Vitenskapelig artikkel

Understanding Convolutional Neural Networks With Information Theory: An Initial Exploration

Yu, Shujian; Wickstrøm, Kristoffer Knutsen; Jenssen, Robert; Principe, Jose

2020

Vitenskapelig artikkel

A Kernel to Exploit Informative Missingness in Multivariate Time Series from EHRs

Mikalsen, Karl Øyvind; Soguero-Ruiz, Cristina; Jenssen, Robert

2020

Vitenskapelig antologi/Konferanseserie

Learning latent representations of bank customers with the Variational Autoencoder

Andrade Mancisidor, Rogelio; Kampffmeyer, Michael; Aas, Kjersti; Jenssen, Robert

2020

Vitenskapelig artikkel

Road Mapping in Lidar Images Using a Joint-Task Dense Dilated Convolutions Merging Network

Liu, Qinghui; Kampffmeyer, Michael C.; Jenssen, Robert; Salberg, Arnt Børre

2019

Vitenskapelig foredrag

DDCM Network for Semantic Mapping of Remote Sensing Images

Liu, Qinghui; Kampffmeyer, Michael C.; Jenssen, Robert; Salberg, Arnt Børre

2019

Vitenskapelig foredrag

DDCM-Net for Semantic Mapping of Remote Sensing Images

Liu, Qinghui; Kampffmeyer, Michael C.; Jenssen, Robert; Salberg, Arnt Børre

2019

Poster

Road Mapping in Lidar Images Using a Joint-Task Dense Dilated Convolutions Merging Network

Liu, Qinghui; Kampffmeyer, Michael; Jenssen, Robert; Salberg, Arnt Børre

2019

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Dense Dilated Convolutions Merging Network for Semantic Mapping of Remote Sensing Images

Liu, Qinghui; Kampffmeyer, Michael C.; Jenssen, Robert; Salberg, Arnt Børre

2019

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Deep divergence-based approach to clustering

Kampffmeyer, Michael C.; Løkse, Sigurd; Bianchi, Filippo Maria; Livi, Lorenzo; Salberg, Arnt Børre; Jenssen, Robert

2019

Vitenskapelig artikkel

Learning representations of multivariate time series with missing data

Bianchi, Filippo Maria; Livi, Lorenzo; Mikalsen, Karl Øyvind; Kampffmeyer, Michael C.; Jenssen, Robert

2019

Vitenskapelig artikkel

2018

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

2018

Poster

2018

Vitenskapelig artikkel

The deep kernelized autoencoder

Kampffmeyer, Michael C.; Løkse, Sigurd; Bianchi, Filippo Maria; Jenssen, Robert; Livi, Lorenzo

2018

Vitenskapelig artikkel

Urban land cover classification with missing data using deep convolutional neural networks

Kampffmeyer, Michael C.; Salberg, Arnt Børre; Jenssen, Robert

2017

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Deep divergence-based clustering

Kampffmeyer, Michael C.; Løkse, Sigurd; Bianchi, Filippo Maria; Livi, Lorenzo; Salberg, Arnt Børre; Jenssen, Robert

2017

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Spectral clustering using PCKID ? A probabilistic cluster kernel for incomplete data

Løkse, Sigurd; Bianchi, Filippo Maria; Salberg, Arnt Børre; Jenssen, Robert

2017

Vitenskapelig artikkel

Urban land cover classification with missing data using deep convolutional neural networks

Kampffmeyer, Michael C.; Salberg, Arnt Børre; Jenssen, Robert

2017

Vitenskapelig foredrag

2016

Vitenskapelig artikkel

2016

Vitenskapelig foredrag

Semantic Segmentation of Small Objects and Uncertainty in Urban Remote Sensing Images Using CNNs

Kampffmeyer, Michael C.; Salberg, Arnt Børre; Jenssen, Robert

2016

Poster

Classification of ocean surface slicks in hybrid-polarimetric SAR data

Salberg, Arnt Børre; Larsen, Siri Øyen; Jenssen, Robert

2014

Vitenskapelig artikkel

2012

Vitenskapelig artikkel

Image Analysis. 16th Scandinavian Conference, SCIA 2009 Oslo Norway, June 2009. Proceedings

Salberg, Arnt Børre (ed.); Hardeberg, Jon Yngve (ed.); Jenssen, Robert (ed.)

2009

Vitenskapelig antologi/Konferanseserie