Research
P1 Publications
IEEE Journal of Selected Topics in Signal Processing (2022)
Self-Supervised Speech Representation Learning: A Review
Abdelrahman Mohamed, Hung-yi Lee, Lasse Borgholt, Jakob D. Havtorn, Joakim Edin, Christian Igel, Katrin Kirchhoff, Shang-Wen Li, Karen Livescu, Lars Maaløe, Tara N. Sainath, Shinji Watanabe
Frontiers in Environmental Science (2022)
Interpretation of convolutional neural networks for acid sulfate soil classification
Amelie Beucher, Christoffer B. Rasmussen, Thomas B. Moeslund, Mogens H. Greve
Synthese (2022)
Understanding models understanding language
Anders Søgaard
Radiology (2022)
An Artificial Intelligence–based Mammography Screening Protocol for Breast Cancer: Outcome and Radiologist Workload
Andreas D. Lauritzen, Alejandro Rodríguez-Ruiz, My C. von Euler-Chelpin, Elsebeth Lynge, Ilse Vejborg, Mads Nielsen, Nico Karssemeijer, Martin Lillholm
IET Image Processing (2022)
Real-world super-resolution of face-images from surveillance cameras
Andreas Aakerberg, Kamal Nasrollahi, Thomas B. Moeslund
Journal of Multivariate Analysis (2022)
Graph-valued regression: Prediction of unlabelled networks in a non-Euclidean graph space
Anna Calissano, Aasa Feragen, Simone Vantini
AI and Ethics (2022)
Rawlsian AI fairness loopholes
Anna K. Jørgensen, Anders Søgaard
BMJ Open (2022)
Using machine learning to identify quality-of-care predictors for emergency caesarean sections: a retrospective cohort study
Betina R. Andersen, Ida Ammitzbøll, Jesper Hinrich, Sune Lehmann J., Charlotte V. Ringsted, Ellen C. L. Løkkegaard, Martin G. Tolsgaard
PloS one (2022)
Characterizing polarization in online vaccine discourse—A large-scale study
Bjarke Mønsted, Sune Lehmann J.
The American Journal of Gastroenterology (2022)
High Accuracy in Classifying Endoscopic Severity in Ulcerative Colitis Using Convolutional Neural Network
Bobby Lo, Zhuo Y. Liu, Flemming Bendtsen, Christian Igel, Ida Vind, Johan Burisch
Water (2022)
Data-Driven Drift Detection in Real Process Tanks: Bridging the Gap between Academia and Practice
Bolette D. Hansen, Thomas B. Hansen, Thomas B. Moeslund, David G. Jensen
Association for Computational Linguistics (2022)
Multilingual Multimodal Learning with Machine Translated Text
Chen Qiu, Dan Oneață, Emanuele Bugliarello, Stella Frank, Desmond Elliott
Sensors (2022)
The Challenge of Data Annotation in Deep Learning—A Case Study on Whole Plant Corn Silage
Christoffer B. Rasmussen, Kristian Kirk, Thomas B. Moeslund
Understanding Social Behavior in Dyadic and Small Group Interactions (2022)
ChaLearn LAP Challenges on Self-Reported Personality Recognition and Non-Verbal Behavior Forecasting During Social Dyadic Interactions: Dataset, Design, and Results
Cristina Palmero, German Barquero, Julio C. S. J. Junior, Albert Clapés, Johnny Núñez, David Curto, Sorina Smeureanu, Javier Selva, Zejian Zhang, David Saeteros, David Gallardo-Pujol, Georgina Guilera, David Leiva, Feng Han, Xiaoxue Feng, Jennifer He, Wei-Wei Tu, Thomas B. Moeslund, Isabelle Guyon, Sergio Escalera
Aarhus Universitetsforlag (2022)
Kunstig intelligens bagfra (Book)
Anders Søgaard
Osteoarthritis and Cartilage (2022)
MULTI-INSTITUTIONAL LARGE-SCALE VALIDATION OF 8 METHODS FOR AUTOMATIC KNEE MRI SEGMENTATION FOR USE IN CLINICAL TRIALS
E.B. Dam, A. Desai, C. Deniz, H. Rajamohan, R. Regatte, C. Iriondo, V. Pedoia, S. Majumdar, M. Perslev, C. Igel, A. Pai, S. Gaj, M. Yang, K. Nakamura, X. Li, H. Maqbool, I. Irmakci, S-E. Song, U. Bagci, B. Hargreaves, G. Gold, A. Chaudhari
Sensors (2022)
Anomaly Detection for Agricultural Vehicles Using Autoencoders
Esma Mujkic, Mark P. Philipsen, Thomas B. Moeslund, Martin P. Christiansen, Ole Ravn
Water (2022)
Autoencoders for Semi-Supervised Water Level Modeling in Sewer Pipes with Sparse Labeled Data
Ferran P. Rius, Mark P. Philipsen, Josep M. M. Tur, Thomas B. Moeslund, Cecilio A. Bahón, Marc Casas
IEEE Robotics and Automation Letters (2022)
Navigation-Oriented Scene Understanding for Robotic Autonomy: Learning to Segment Driveability in Egocentric Images
Galadrielle Humblot-Renaux, Letizia Marchegiani, Thomas B. Moeslund, Rikke Gade
International Journal of Computer Integrated Manufacturing (2022)
Utilization of acoustic signals with generative Gaussian and autoencoder modeling for condition-based maintenance of injection moulds
Georg Ø. Rønsch, Iván López-Espejo, Daniel Michelsanti, Yuying Xie, Petar Popovski, Zheng-Hua Tan
Proceedings of the ACM on Human-Computer Interaction (2022)
PACMHCI V6, ETRA, May 2022 Editorial
Hans Gellersen, Enkelejda Kasneci, Krzysztof Krejtz, Daniel Weiskopf
Sensors (2022)
Imitating Emergencies: Generating Thermal Surveillance Fall Data Using Low-Cost Human-like Dolls
Ivan Nikolov, Jinsong Liu, Thomas B. Moeslund
Remote Sensing (2022)
Above-Ground Biomass Prediction for Croplands at a Sub-Meter Resolution Using UAV–LiDAR and Machine Learning Methods
Jaime C. Revenga, Katerina Trepekli, Stefan Oechmcke, Rasmus Jensen, Lei Li, Christian Igel, Fabian C. Gieseke, Thomas Friborg
Sensors (2022)
Clothing Insulation Rate and Metabolic Rate Estimation for Individual Thermal Comfort Assessment in Real Life
Jinsong Liu, Isak W. Foged, Thomas B. Moeslund
IEEE Transactions on Pattern Analysis and Machine Intelligence (2022)
Advanced Dropout: A Model-free Methodology for Bayesian Dropout Optimization
Jiyang Xie, Zhanyu Ma, Jianjun Lei, Guoqiang Zhang, Jing-Hao Xue, Zheng-Hua Tan, Jun Guo
ISPRS Journal of Photogrammetry and Remote Sensing (2022)
TimeMatch: Unsupervised cross-region adaptation by temporal shift estimation
Joachim Nyborg, Charlotte Pelletier, Sébastien Lefèvre, Ira Assent
Automation in Construction (2022)
Multi-scale hybrid vision transformer and Sinkhorn tokenizer for sewer defect classification
Joakim B. Haurum, Meysam Madadi, Sergio Escalera, Thomas B. Moeslund
Journal of Computational Social Science (2022)
Group-specific behavior change following terror attacks
Jonas L. Juul, Laura M. Alessandretti, Jesper Dammeyer, Ingo Zettler, Sune Lehmann J., Joachim Mathiesen
Nature Scientific reports (2022)
Noise-assisted variational quantum thermalization
Jonathan Foldager, Arthur Pesah, Lars K. Hansen
FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency (2022)
From Demo to Design in Teaching Machine Learning
Karl-Emil K. Bilstrup, Magnus H. Kaspersen, Ira Assent, Simon Enni, Marianne G. Petersen
The journal of Machine Learning for Biomedical Imaging (2022)
Quantifying Topology In Pancreatic Tubular Networks From Live Imaging 3D Microscopy
Kasra Arnavaz, Oswin Krause, Kilian Zepf, Jakob A. Bærentzen, Jelena M. Krivokapic, Silja Heilmann, Pia Nyeng, Aasa Freagen
One earth (2022)
Rising temperatures erode human sleep globally
Kelton Minor, Andreas Bjerre-Nielsen, Sigga S. Jonasdottir, Sune Lehmann J., Nick Obradovich
Frontiers in Neuroscience (2022)
Uncovering Cortical Units of Processing From Multi-Layered Connectomes
Kristoffer J. Albers, Matthew G. Liptrot, Karen S. Ambrosen, Rasmus Røge, Tue Herlau, Kasper W. Andersen, Hartwig R. Siebner, Lars K. Hansen, Tim B. Dyrby, Kristoffer H. Madsen, Mikkel N. Schmidt, Morten Mørup
Frontiers in Handwriting Recognition (2022)
Date Recognition in Historical Parish Records
Laura C. Piqueras, Constanza Fierro, Jonas F. Lotz, Phillip Rust, Joen Rommedahl, Jeppe K. Due, Christian Igel, Desmond Elliott, Carsten B. Pedersen, Israfel Salazar, Anders Søgaard
IEEE Access (2022)
Training Data-Driven Speech Intelligibility Predictors on Heterogeneous Listening Test Data
Mathias B. Pedersen, Asger H. Andersen, Søren H. Jensen, Zheng-Hua Tan, Jesper Jensen
Proceedings of the ACM on Human-Computer Interaction (2022)
Exploring Gaze for Assisting Freehand Selection-based Text Entry in AR
Mathias N. Lystbæk, Ken Pfeuffer, Jens E. S. Grønbæk, Hans Gellersen
Proceedings of the ACM on Human-Computer Interaction (2022)
Gaze-Hand Alignment: Combining Eye Gaze and Mid-Air Pointing for Interacting with Menus in Augmented Reality
Mathias N. Lystbæk, Peter Rosenberg, Ken Pfeuffer, Jens E. Grønbæk, Hans Gellersen
Journal of Sleep Research (2022)
Automatic detection of abnormal sleeping patterns in stroke patients using high-frequency sleep staging
Mathias Perslev, Anders S. West, Sofie A. Simonsen, Laura B. Ponsaing, Helle K. Iversen, Christian Igel, Poul J. Jennum
Nature Scientific Data (2022)
Transition1x – a dataset for building generalizable reactive machine learning potentials
Mathias Schreiner, Arghya Bhowmik, Tejs Vegge, Jonas Busk, Ole Winther
Machine Learning: Science and Technology (2022)
NeuralNEB—neural networks can find reaction paths fast
Mathias Schreiner, Arghya Bhowmik, Tejs Vegge, Peter B. Jørgensen, Ole Winther
Nature Climate Change
Nation-wide mapping of tree-level aboveground carbon stocks in Rwanda
Maurice Mugabowindekwe, Martin Brandt, Jérôme Chave, Florian Reiner, David L. Skole, Ankit Kariryaa, Christian Igel, Pierre Hiernaux, Philippe Ciais, Ole Mertz, Xiaoye Tong, Sizhuo Li, Gaspard Rwanyiziri, Thaulin Dushimiyimana, Alain Ndoli, Valens Uwizeyimana, Jens-Peter B. Lillesø, Fabian Gieseke, Compton J. Tucker, Sassan Saatchi, Rasmus Fensholt
Nature Scientific reports (2022)
Communicate hope to motivate the public during the COVID-19 pandemic
Michael B. Petersen, Lasse E. Christiansen, Alexander Bor, Marie F. Lindholt, Frederik Jørgensen, Rebecca Adler-Nissen, Andreas Roepstorff, Sune Lehmann J.
Nature Scientific reports (2022)
Growing urban bicycle networks
Michael Szell, Sayat Mimar, Tyler Perlman, Gourab Ghoshal, Roberta Sinatra
Sensors (2022)
User Based Development and Test of the EXOTIC Exoskeleton: Empowering Individuals with Tetraplegia Using a Compact, Versatile, 5-DoF Upper Limb Exoskeleton Controlled through Intelligent Semi-Automated Shared Tongue Control
Mikkel B. Thøgersen, Mostafa Mahammadi, Muhammad A. Gull, Stefan H. Bengtson, Frederik V. Kobbelgaard, Bo Bentsen, Benjamin Y. A. Khan, Kåre E. Severinsen, Shaoping Bai, Thomas Bak, Thomas B. Moeslund, Anne M. Kanstrup, Lotte N. S. A. Struijk
Association for Computational Linguistics (2022)
Word Order Does Matter and Shuffled Language Models Know It
Mostafa Abdou, Vinit Ravishankar, Artut Kulmizev, Anders Søgaard
IEEE Transactions on Neural Networks and Learning Systems (2022)
CARRNN: A Continuous Autoregressive Recurrent Neural Network for Deep Representation Learning From Sporadic Temporal Data
Mostafa M. Ghazi, Lauge Sørensen, Sébastien Ourselin, Mads Nielsen
PLOS Computational Biology (2022)
Modulation transfer functions for audiovisual speech
Nicolai F. Pedersen, Torsten Dau, Lars K. Hansen, Jens Hjortkjær
Association for Computational Linguistics (2022)
Do Transformer Models Show Similar Attention Patterns to Task-Specific Human Gaze?
Oliver Eberle, Stephanie Brandl, Jonas Pilot, Anders Søgaard
Frontiers in Neuroscience (2022)
The sense of agency in emerging technologies for human–computer integration: A review
Patricia Cornelio, Patrick Haggard, Kasper Hornbæk, Orestis Georgiou, Joanna Bergström, Sriram Subramanian, Marianna Obrist
IEEE Access (2022)
The Minimum Overlap-Gap Algorithm for Speech Enhancement
Poul Hoang, Zheng-Hua Tan, Jan M. de Haan, Jesper Jensen
ISME Communications (2022)
Machine learning and deep learning applications in microbiome research
Ricardo H. Medina, Svetlana Kutuzova, Knud N. Nielsen, Joachim Johansen, Lars H. Hansen, Mads Nielsen, Simon Rasmussen
Computer Graphics forum (2022)
JOKR: Joint Keypoint Representation for Unsupervised Cross-Doman Motion Retargeting
Ron Mokady, Rotem Tzaban, Sagie Benaim, Amit H. Bermano, Daniel Cohen-Or
Pattern Recognition (2022)
Visual explanation of black-box model: Similarity Difference and Uniqueness (SIDU) method
Satya M. Muddamsetty, Mohammad N.S. Jahromi, Andreea E. Ciontos, Laura M. Fenoy, Thomas B. Moeslund
Computers in Industry (2022)
Different networks for different purposes: A network science perspective on collaboration and communication in an engineering design project
Sebastiano A. Piccolo, Sune Lehmann J., Anja M. Maier
Nature Human Behaviour (2022)
Sleep during travel balances individual sleep needs
Sigga S. Jonasdottir, James Bagrow, Sune Lehmann J.
Applied Sciences (2022)
Computer Vision-Based Adaptive Semi-Autonomous Control of an Upper Limb Exoskeleton for Individuals with Tetraplegia
Stefan H. Bengtson, Mikkel B. Thøgersen, Mostafa Mohammadi, Frederik V. Kobbelgaard, Muhammad A. Gull, Lotte N. S. A. Struijk, Thomas Bak, Thomas B. Moeslund
Proceedings of the International AAAI Conference on Web and Social Media (2022)
Evaluating Deep Taylor Decomposition for Reliability Assessment in the Wild
Stephanie Brandl, Daniel Hershcovich, Anders Søgaard
Behavior Research Methods (2022)
Eye tracking: empirical foundations for a minimal reporting guideline
Kenneth Holmqvist, Saga L. Örbom, Ignace T. C. Hooge, Diederick C. Niehorster, Robert G. Alexander, Richard Andersson, Jeroen S. Benjamins, Pieter Blignaut, Anne-Marie Brouwer, Lewis L. Chuang, Kirsten A. Dalrymple, Denis Drieghe, Matt J. Dunn, Ulrich Ettinger, Susann Fiedler, Tom Foulsham, Jos N. van der Geest, Dan W. Hansen, Samuel B. Hutton, Enkelejda Kasneci, Alan Kingstone, Paul C. Knox, Ellen M. Kok, Helena Lee, Joy Y. Lee, Jukka M. Leppänen, Stephen Macknik, Päivi Majaranta, Susana Martinez-Conde, Antje Nuthmann, Marcus Nyström, Jacob L. Orquin, Jorge Otero-Millan, Soon Y. Park, Stanislav Popelka, Frank Proudlock, Frank Renkewitz, Austin Roorda, Michael Schulte-Mecklenbeck, Bonita Sharif, Frederick Shic, Mark Shovman, Mervyn G. Thomas, Ward Venrooij, Raimondas Zemblys, Roy S. Hessels
National Science Review (2022)
Chunyun versus lockdown
Sune Lehmann J.
Nature Scientific reports (2022)
Quantifying daily rhythms with non-negative matrix factorization applied to mobile phone data
Talayeh Aledavood, Ilkka Kivimäki, Sune Lehmann J., Jari Saramäki
Association for Computational Linguistics (2022)
The Sensitivity of Annotator Bias to Task Definitions in Argument Mining
Terne S. T. Jakobsen, Maria Barrett, Anders Søgaard, David Lassen
Virtual Reality (2022)
Step on it: asymmetric gain functions improve starting and stopping in virtual reality walking
Thomas van Gemert, Kasper Hornbæk, Joanna Bergström
International Journal of Human-Computer Studies (2022)
A user-derived mapping for mid-air haptic experiences
Tor-salve Dalsgaard, Joanna Bergström, Marianna Obrist, Kasper Hornbæk
Nucleic Acids Research (2022)
DeepLoc 2.0: multi-label subcellular localization prediction using protein language models
Vineet Thumuluri, José J. A. Armenteros, Alexander R. Johansen, Henrik Nielsen, Ole Winther
Journal of Informetrics (2022)
Extracting the interdisciplinary specialty structures in social media data-based research: A clustering-based network approach
Yangliu Fan, Sune Lehmann J., Anders Blok
Neurocomputing (2022)
A buffered online transfer learning algorithm with multi-layer network
Zhongfeng Kang, Bo Yang, Mads Nielsen, Lihui Deng, Shantian Yang
Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (2022)
Presenting a Novel Pipeline for Performance Comparison of V-PCC and G-PCC Point Cloud Compression Methods on Datasets with Varying Properties
Albert Christensen, Daniel Lehotský, Mathias Poulsen, Thomas B. Moeslund
Association for Computational Linguistics (2022)
Modelling Persuasion through Misuse of Rhetorical Appeals
Amalie Pauli, Leon Derczynski, Ira Assent
Association for Computational Linguistics (2022)
Should We Ban English NLP for a Year?
Anders Søgaard
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (2022)
Joint Far- and Near-End Speech Intelligibility Enhancement Based on the Approximated Speech Intelligibility Index
Andreas J. Fuglsig, Jan Østergaard, Jesper Jensen, Lars S. Bertelsen, Peter Mariager, Zheng-Hua Tan
2022 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (2022)
Semantic Segmentation Guided Real-World Super-Resolution
Andreas Aakerberg, Anders S. Johansen, Kamal Nasrollahi, Thomas B. Moeslund
Association for Computational Linguistics (2022)
Sliced at SemEval-2022 Task 11: Bigger, Better? Massively Multilingual LMs for Multilingual Complex NER on an Academic GPU Budget
Barbara Plank
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (2022)
Neural Image Recolorization for Creative Domains
Boyi Li, Serge Belongie, Ser-Nam Lim, Abe Davis
2022 IEEE 95th Vehicular Technology Conference (2022)
AoI and Throughput Optimization for Hybrid Traffic in Cellular Uplink Using Reinforcement Learning
Chien-Cheng Wu, Zheng-Hua Tan, Čedomir Stefanović
Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (2022)
SieveNet: Estimating the Particle Size Distribution of Kernel Fragments in Whole Plant Corn Silage
Christoffer B. Rasmussen, Kristian Kirk, Thomas B. Moeslund
IEEE/2022 30th European Signal Processing Conference (2022)
User Localization using RF Sensing: A Performance comparison between LIS and mmWave Radars
Cristian J. Vaca-Rubio, Dariush Salami, Petar Popovski, Elisabeth De Carvalho, Zheng-Hua Tan, Stephan Sigg
2022 IEEE 32nd International Workshop on Machine Learning for Signal Processing (2022)
Floor Map Reconstruction Through Radio Sensing and Learning by a Large Intelligent Surface
Cristian J. Vaca-Rubio, Roberto Pereira, Xavier Mestre, David Gregoratti, Zheng-Hua Tan, Elisabeth De Carvalho, Petar Popovski
Medical Image Computing and Computer Assisted Intervention (2022)
Feature Robustness and Sex Differences in Medical Imaging: A Case Study in MRI-Based Alzheimer’s Disease Detection
Eike Petersen, Aasa Feragen, Maria L. da C. Zemsch, Anders Henriksen, Oskar E. W. Christensen, Melanie Ganz
Computer Vision – ECCV (2022)
On Label Granularity and Object Localization
Elijah Cole, Kimberly Wilber, Grant van Horn, Xuan Yang, Marco Fornoni, Pietro Perona, Serge Belongie, Andrew Howard, Oisin Mac Aodha
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (2022)
When Does Contrastive Visual Representation Learning Work?
Elijah Cole, Xuan Yang, Kimberly Wilber, Oisin M. Aodha, Serge Belongie
Association for Computational Linguistics (2022)
What Do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification
Elisa Bassignana, Barbara Plank
Association for Computational Linguistics (2022)
CrossRE: A Cross-Domain Dataset for Relation Extraction
Elisa Bassignana, Barbara Plank
Association for Computational Linguistics (2022)
Evidence > Intuition: Transferability Estimation for Encoder Selection
Elisa Bassignana, Max Müller-Eberstein, Mike Zhang, Barbara Plank
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (2022)
Summary on the ICASSP 2022 Multi-Channel Multi-Party Meeting Transcription Grand Challenge
Fan Yu, Shiliang Zhang, Pengcheng Guo, Yihui Fu, Zhihao Du, Siqi Zheng, Weilong Huang, Lei Xie, Zheng-Hua Tan, DeLiang Wang, Yanmin Qian, Kong A. Lee, Zhijie Yan, Bin Ma, Xin Xu, Hui Bu
Computer Vision – ECCV (2022)
Exploring Fine-Grained Audiovisual Categorization with the SSW60 Dataset
Grant van Horn, Rui Qian, Kimberly Wilber, Hartwig Adam, Oisin Mac Aodha, Serge Belongie
NeurIPS (2022)
Polynomial Neural Fields for Subband Decomposition and Manipulation
Guandao Yang, Sagie Benaim, Varun Jampani, Kyle Genova, Jonathan T. Barron, Thomas Funkhouser, Bharath Hariharan, Serge Belongie
Computer Vision – ECCV (2022)
Image-Based CLIP-Guided Essence Transfer
Hila Chefer, Sagie Benaim, Roni Paiss, Lior Wolf
Proc. IberSPEECH (2022)
An Experimental Study on Light Speech Features for Small-Footprint Keyword Spotting
Iván López-Espejo, Zheng-Hua Tan, Jesper Jensen
Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (2022)
Detecting Anomalies Reliably in Long-term Surveillance Systems
Jinsong Liu, Ivan Nikolov, Mark P. Philipsen, Thomas B. Moeslund
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (2022)
Generalized Classification of Satellite Image Time Series with Thermal Positional Encoding
Joachim Nyborg, Charlotte Pelletier, Ira Assent
2022 IEEE/CVF Winter Conference on Applications of Computer Vision (2022)
Multi-Task Classification og Sewer Pipe Defects and Properties using a Cross-Task Graph Neural Network Decoder
Joakim B. Haurum, Meysam Madadi, Sergio Escalera, Thomas B. Moeslund
CHI '22: Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems (2022)
OVRlap: Perceiving Multiple Locations Simultaneously to Improve Interaction in VR
Jonas Schjerlund, Kasper Hornbæk, Joanna Bergström
Proceedings SPIE (2022)
Exploring loss functions for optimising the accuracy of Siamese neural networks in re-identification applications
Jonathan E. Schmidt, Oscar E. Mäkinen, Simon G. F. Nielsen, Anders S. Johansen, Kamal Nasrollahi, Thomas B. Moeslund
Association for Computational Linguistics (2022)
Stop Measuring Calibration When Humans Disagree
Joris Baan, Wilker Aziz, Barbara Plank, Raquel Fernandez
Association for Computational Linguistics (2022)
Fine-tuning vs From Scratch: Do Vision & Language Models Have Similar Capabilities on Out-of-Distribution Visual Question Answering?
Kristian N. Jensen, Barbara Plank
2022 IEEE International Conference on Image Processing (2022)
FewGAN: Generating from the Joint Distribution of a Few Images
Lior Ben-Moshe, Sagie Benaim, Lior Wolf
Computer Vision – ECCV (2022)
MOTCOM: The Multi-Object Tracking Dataset Complexity Metric
Malte Pedersen, Joakim B. Haurum, Patrick Dendorfer, Thomas B. Moeslund
Proceedings of the Northern Lights Deep Learning Workshop (2022)
Re-Identification of Giant Sunfish using Keypoint Matching
Malte Pedersen, Joakim B. Haurum, Thomas B. Moeslund, Marianne Nyegaard
Computer Vision – ECCV (2022)
DiffConv: Analyzing Irregular Point Clouds with an Irregular View
Manxi Lin, Aasa Feragen
Proceedings SPIE (2022)
Autonomous monitoring of finishing pigs using side-view cameras and deep learning
Mathias S. Lynge, Kasper S. Henriksen, Thomas B. Moeslund
Patterns (2023)
The path toward equal performance in medical machine learning
Eike Petersen, Sune Holm, Melanie Ganz, Aasa Feragen
Association for Computational Linguistics (2022)
Probing for Labeled Dependency Trees
Max Müller-Eberstein, Rob van der Goot, Barbara Plank
Association for Computational Linguistics (2022)
Sort by Structure: Language Model Ranking as Dependency Probing
Max Müller-Eberstein, Rob van der Goot, Barbara Plank
Association for Computational Linguistics (2022)
Spectral Probing
Max Müller-Eberstein, Rob van der Goot, Barbara Plank
Workshop on Interpretable ML in Healthcare at International Conference on Machine Learning (2022)
Assessing Bias in Medical AI
Melanie Ganz, Sune H. Holm, Aasa Feragen
Computer Vision – ECCV (2022)
Visual Prompt Tuning
Menglin Jia, Luming Tang, Bor-Chun Chen, Claire Cardie, Serge Belongie, Bharath Hariharan, Ser-Nam Lim
Association for Computational Linguistics (2022)
SkillSpan: Hard and Soft Skill Extraction from English Job Postings
Mike Zhang, Kristian Jensen, Sif Sonniks, Barbara Plank
Association for Computational Linguistics (2022)
Kompetencer: Fine-grained Skill Classification in Danish Job Postings via Distant Supervision and Transfer Learning
Mike Zhang, Kristian N. Jensen, Barbara Plank
Advances in Visual Computing (2022)
Real-World Thermal Image Super-Resolution
Moaaz M. J. Allahham, Andreas Aakerberg, Kamal Nasrollahi, Thomas B. Moeslund
Intelligent Systems and Applications (2022)
Attention-Enabled Object Detection to Improve One-Stage Tracker
Neelu Madan, Kamal Nasrollahi, Thomas B. Moeslund
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (2022)
Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection
Nicolae-Cătălin Ristea, Neelu Madan, Radu T. Ionescu, Kamal Nasrollahi, Fahad S. Khan, Thomas B. Moeslund, Mubarak Shah
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (2022)
Text2Mesh: Text-Driven Neural Stylization for Meshes
Oscar Michel, Roi Bar-On, Richard Liu, Sagie Beniam, Rana Hanocka
Medical Image Computing and Computer Assisted Intervention (2022)
Histogram-Based Unsupervised Domain Adaptation for Medical Image Classification
Pengfei Diao, Akshay Pai, Christian Igel, Christian H. Krag
The European Acoustics Association (2022)
A parameter-conditional neural network framework for modelling parameterized auditory models
Peter A. L. Bysted, Jesper Jensen, Zheng-Hua Tan, Jan Østergaard, Lars Bramsløw
Association for Computational Linguistics (2022)
Are Multilingual Sentiment Models Equally Right for the Right Reasons?
Rasmus Jørgensen, Fiammetta Caccavale, Christian Igel, Anders Søgaard
ETRA '22: 2022 Symposium on Eye Tracking Research and Applications (2022)
Real-time head-based deep-learning model for gaze probability regions in collaborative VR
Riccardo Bovo, Daniele Giunchi, Ludwig Sidenmark, Hans Gellersen, Enrico Costanza, Thomas Heinis
Association for Computational Linguistics (2022)
Frustratingly Easy Performance Improvements for Low-resource Setups: A Tale on BERT and Segment Embeddings
Rob van der Goot, Max Müller-Eberstein, Barbara Plank
MMSports '22: Proceedings of the 5th International ACM Workshop on Multimedia Content Analysis in Sports (2022)
SoccerNet 2022 Challenges Results
Silvio Giancola, Anthony Cioppa, Adrien Deliège, Floriane Magera, Vladimir Somers, Le Kang, Xin Zhou, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, Abdulrahman Darwish, Adrien Maglo, Albert Clapés, Andreas Luyts, Andrei Boiarov, Artur Xarles, Astrid Orcesi, Avijit Shah, Baoyu Fan, Bharath Comandur, Chen Chen, Chen Zhang, Chen Zhao, Chengzhi Lin, Cheuk-Yiu Chan, Chun C. Hui, Dengjie Li, Fan Yang, Fan Liang, Fang Da, Feng Yan, Fufu Yu, Guanshuo Wang, H. A. Chan, He Zhu, Hongwei Kan, Jiaming Chu, Jianming Hu, Jianyang Gu, Jin Chen, João V. B. Soares, Jonas Theiner, Jorge De Corte, José H. Brito, Jun Zhang, Junjie Li, Junwei Liang, Leqi Shen, Lin Ma, Lingchi Chen, Miguel S. Marques, Mike Azatov, Nikita Kasatkin, Ning Wang, Qiong Jia, Quoc C. Pham, Ralph Ewerth, Ran Song, Rengang Li, Rikke Gade, Ruben Debien, Runze Zhang, Sangrok Lee, Sergio Escalera, Shan Jiang, Shigeyuki Odashima, Shimin Chen, Shoichi Masui, Shouhong Ding, Sin-wai Chan, Siyu Chen, Tallal El-Shabrawy, Tao He, Thomas B. Moeslund, Wan-Chi Siu, Wei Zhang, Wei Li, Xiangwei Wang, Xiao Tan, Xiaochuan Li, Xiaolin Wei, Xiaoqing Ye, Xing Liu, Xinying Wang, Yandong Guo, Yaqian Zhao, Yi Yu, Yingying Li, Yue He, Yujie Zhong, Zhenhua Guo, Zhiheng Li
Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (2022)
Deep Learning-based Anomaly Detection on X-ray Images of Fuel Cell Electrodes
Simon B. Jensen, Thomas B. Moeslund, Søren J. Andreasen
2021 IEEE Global Communications Conference (2022)
Direct Analytics of Generalized Deduplication Compressed IoT Data
Aaron Hurst, Qi Zhang, Daniel E. Lucani, Ira Assent
The Journal of Politics (2021)
Diffusing Political Concerns: How Unemployment Information Passed between Social Ties Influences Danish Voters
James E. Alt, Amalie Jensen, Horacio Larreguy, David D. Lassen, John Marshall
KI - Künstliche Intelligenz (2023)
Remember to correct the bias when using deep learning for regression!
Christian Igel, Stefan Oehmcke
PNAS Nexus (2023)
Deep learning enables image-based tree counting, crown segmentation and height prediction at national scale
Sizhuo Li, Martin Brandt, Rasmus Fensholt, Ankit Kariryaa, Christian Igel, Fabian Gieseke, Thomas Nord-Larsen, Stefan Oehmcke, Ask Holm Carlsen, Samuli Junttila, Xiaoye Tong, Alexandre d’Aspremont, Philippe Ciais
Nature Communications (2023)
More than one quarter of Africa’s tree cover is found outside areas previously classified as forest
Florian Reiner, Martin Brandt, Xiaoye Tong, David Skole, Ankit Kariryaa, Philippe Ciais, Andrew Davies, Pierre Hiernaux, Jérôme Chave, Maurice Mugabowindekwe, Christian Igel, Stefan Oehmcke, Fabian Gieseke, Sizhuo Li, Siyu Liu, Sassan Saatchi, Peter Boucher, Jenia Singh, Simon Taugourdeau, Morgane Dendoncker, Xiao-Peng Song, Ole Mertz, Compton J. Tucker, Rasmus Fensholt
Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track (2022)
Learning by Doing: Controlling a Dynamical System using Causality, Control, and Reinforcement Learning
Sebastian Weichwald, Søren W. Mogensen, Tabitha E. Lee, Dominik Baumann, Oliver Kroemer, Isabelle Guyon, Sebastian Trimpe, Jonas Peters, Niklas Pfister
Journal of the American Statistical Association (2022)
Toward Causal Inference for Spatio-Temporal Data: Conflict and Forest Loss in Colombia
Rune Christiansen, Matthias Baumann, Tobias Kuemmerle, Miguel D. Mahecha, Jonas Peters
Proceedings of the Thirty-Eighth Conference on Uncertainty in Artificial Intelligence (2022)
Identifiability of Sparse Causal Effects using Instrumental Variables
Niklas Pfister, Jonas Peters
IEEE Transactions on Pattern Analysis and Machine Intelligence (2022)
A causal framework for distribution generalization
Rune Christiansen, Niklas Pfister, Martin E. Jakobsen, Nicola Gnecco, Jonas Peters
The Econometrics Journal (2022)
Distributional robustness of K-class estimators and the PULSE
Martin E. Jakobsen, Jonas Peters
Proceedings of the 39th International Conference on Machine Learning (2022)
Exploiting Independent Instruments: Identification and Distribution Generalization
Sorawit Saengkyongam, Leonard Henckel, Niklas Pfister, Jonas Peters
Proceedings of the 39th International Conference on Machine Learning (2022)
Invariant Ancestry Search
Phillip B. Mogensen, Nikolaj Thams, Jonas Peters
Journal of Machine Learning Research (2022)
Structure Learning for Directed Trees
Martin E. Jakobsen, Rajen D. Shah, Peter Bühlmann, Jonas Peters
IEEE/ACM Transactions on Audio, Speech, and Language Processing (2022)
Multichannel Speech Enhancement With Own Voice-Based Interfering Speech Suppression for Hearing Assistive Devices
Poul Hoang, Jan M. de Haan, Zheng-Hua Tan, Jesper Jensen
Frontiers in Plant Science (2022)
The Herbarium 2021 Half–Earth Challenge Dataset and Machine Learning Competition
Riccardo de Lutio, John Y. Park, Kimberly A. Watson, Stefano D'Aronco, Jan D. Wegner, Jan J. Wieringa, Melissa Tulig, Richard L. Pyle, Timothy J. Gallaher, Gillian Brown, Gordon Guymer, Andrew Franks, Dhahara Ranatunga, Yumiko Baba, Serge J. Belongie, Fabián A. Michelangeli, Barbara A. Ambrose, Damon P. Little
IEEE Access (2022)
iVAE-GAN: Identifiable VAE-GAN Models for Latent Representation Learning
Bjørn U. Dideriksen, Kristoffer Derosche, Zheng-Hua Tan
2021 IEEE International Conference on Big Data (2021)
Weakly-Supervised Cloud Detection with Fixed-Point GANs
J. Nyborg, I. Assent
Association for Computational Linguistics (2021)
A Multilingual Benchmark for Probing Negation-Awareness with Minimal Pairs
M. Hartmann, M. de Lhoneux, D. Hershcovich, Y. Kementchedjhieva, L. Nielsen, C. Qiu, A. Søgaard
Association for Computational Linguistics (2021)
Can Language Models Encode Perceptual Structure Without Grounding? A Case Study in Color
M. Abdou, A. Kulmizev, D. Hershcovich, S. Frank, E. Pavlick, A. Søgaard
Association for Computational Linguistics (2021)
On Language Models for Creoles
H. Lent, E. Bugliarello, M. de Lhoneux, C. Qiu, A. Søgaard
Association for Computational Linguistics (2021)
How Universal is Genre in Universal Dependencies?
M. Müller-Eberstein, R. van der Goot, B. Plank
Iproceedings (2021)
Explainability of Convolutional Neural Networks for Dermatological Diagnosis
R. Jalaboi, M. O. Arteaga, D. R. Jørgensen, I. Manole, O. I. Bozdog, A. Chiriac, O. Winther, A. Galimzianova
Journal of Magnetic Resonance Imaging (2021)
Cross-Cohort Automatic Knee MRI Segmentation With Multi-Plana U-Nets
M. Perslev, A. Pai, J. Runhaar, C. Igel, E. B. Dam
IEEE Transactions on Pattern Analysis and Machine Intelligence (2021)
Fine-Grained Image Analysis with Deep Learning: A Survey
X. -S. Wei, Y. -Z. Song, O. M. Aodha, J. Wu, Y. Peng, J. Tang, J. Yang, S. Belongie
Journal of Artificial Intelligence Research (2021)
Learning from Disagreement: A Survey
A. N. Uma, T. Fornaciari, D. Hovy, S. Paun, B. Plank, M. Poesio
IEEE Access (2021)
Deep Spoken Keyword Spotting: An Overview
I. López-Espejo, Z. -H. Tan, J. H. L. Hansen, J. Jensen