Research

P1 Publications

  • The European Acoustics Association

    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

    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

    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

    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

    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 (GLOBECOM)

    Direct Analytics of Generalized Deduplication Compressed IoT Data

    Aaron Hurst, Qi Zhang, Daniel E. Lucani, Ira Assent

  • Journal of Politics

    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

    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

    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

    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

    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

    Identifiability of Sparse Causal Effects using Instrumental Variables

    Niklas Pfister, Jonas Peters

  • IEEE Transactions on Pattern Analysis and Machine Intelligence

    A causal framework for distribution generalization

    Rune Christiansen, Niklas Pfister, Martin E. Jakobsen, Nicola Gnecco, Jonas Peters

  • The Econometrics Journal

    Distributional robustness of K-class estimators and the PULSE

    Martin E. Jakobsen, Jonas Peters

  • Proceedings of the 39th International Conference on Machine Learning

    Exploiting Independent Instruments: Identification and Distribution Generalization

    Sorawit Saengkyongam, Leonard Henckel, Niklas Pfister, Jonas Peters

  • Proceedings of the 39th International Conference on Machine Learning

    Invariant Ancestry Search

    Phillip B. Mogensen, Nikolaj Thams, Jonas Peters

  • Journal of Machine Learning Research

    Structure Learning for Directed Trees

    Martin E. Jakobsen, Rajen D. Shah, Peter Bühlmann, Jonas Peters

  • IEEE/ACM Transactions on Audio, Speech, and Language Processing

    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

    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 Belongie, Fabián A. Michelangeli, Barbara A. Ambrose, Damon P. Little

  • IEEE Access

    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 (Big Data)

    Weakly-Supervised Cloud Detection with Fixed-Point GANs

    Joachim Nyborg, Ira Assent

  • Association for Computational Linguistics

    A Multilingual Benchmark for Probing Negation-Awareness with Minimal Pairs

    Mareike Hartmann, Miryam de Lhoneux, Daniel Hershcovich, Yova Kementchedjhieva, Lukas Nielsen, Chen Qiu, Anders Søgaard

  • Association for Computational Linguistics

    Can Language Models Encode Perceptual Structure Without Grounding? A Case Study in Color

    Mostafa Abdou, Artur Kulmizev, Daniel Hershcovich, Stella Frank, Ellie Pavlick, Anders Søgaard

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