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Browsing by Author "De Neve, Wesley"

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    AFRESh: an adaptive framework for compression of reads and assembled sequences with random access functionality

    Paridaens, Tom
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    Van Wallendael, Glenn  
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    De Neve, Wesley
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    Lambert, Peter  
    Journal article
    2017-05, Bioinformatics, (33) 10, p.1464-1472
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    AQUa: an adaptive framework for compression of sequencing quality scores with random access functionality

    Paridaens, Tom
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    Van Wallendael, Glenn  
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    De Neve, Wesley
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    Lambert, Peter  
    Journal article
    2018-02, Bioinformatics, (34) 3, p.425-433
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    Dual Rectified Linear Units (DReLUs): A replacement for tanh activation functions in Quasi-Recurrent Neural Networks

    Godin, F.
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    Degrave, Jonas
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    Dambre, Joni  
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    De Neve, Wesley
    Journal article
    2018-12, Pattern Recognition Letters, 116, p.8-14
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    Explaining character-aware neural networks for word-level prediction: Do they discover linguistic rules?

    Godin, Frederic
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    Demuynck, Kris  
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    Dambre, Joni  
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    De Neve, Wesley
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    Demeester, Thomas  
    Proceedings paper
    2018-10, Conference on Empirical Methods in Natural Language Processing - EMNLP, 31/10/2018, p.3275-3284
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    Hybrid e-textBooks as comprehensive interactive learning environments

    Sigarchian, Hajar Ghaem
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    Logghe, Sara
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    Verborgh, Ruben  
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    De Neve, Wesley
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    Salliau, Frank
    Journal article
    2018, Interactive Learning Environments, 26, p.486-505
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    Improving language modeling using densely connected recurrent neural networks

    Godin, Frederic
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    Dambre, Joni  
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    De Neve, Wesley
    Proceedings paper
    2017-08, 2nd Workshop on Representation Learning for NLP, 3/08/2017, p.186-190
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    Indoor human activity recognition using high-dimensional sensors and deep neural networks

    Vandersmissen, Baptist
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    Knudde, Nicolas  
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    Jalalvand, Azarakhsh  
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    Couckuyt, Ivo  
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    Dhaene, Tom  
    Journal article
    2020-08, Neural Computing and Applications, (32) 16, p.12295-12309
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    Indoor person identification using a low-power FMCW radar

    Vandersmissen, Baptist
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    Knudde, Nicolas  
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    Jalalvand, Azarakhsh  
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    Couckuyt, Ivo  
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    Bourdoux, André
    Journal article
    2018-07, IEEE Transactions on Geoscience and Remote Sensing, (56) 7, p.3941-3952
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    Indoor tracking of multiple persons with a 77 GHz MIMO FMCW radar

    Knudde, Nicolas  
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    Vandersmissen, Baptist
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    Parashar, Karthick
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    Couckuyt, Ivo  
    Proceedings paper
    2017, 14th European Radar Conference - EURAD, 11/10/2017, p.61-64
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    Investigating the significance of adversarial attacks and their relation to interpretability for radar-based human activity recognition systems

    Ozbulak, Utku
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    Vandersmissen, Baptist
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    Jalalvand, Azarakhsh
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    Couckuyt, Ivo  
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    Van Messem, Arnout
    Journal article
    2021, COMPUTER VISION AND IMAGE UNDERSTANDING, 202, p.103111
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    On the application of reservoir computing networks for noisy image recognition

    Jalalvand, Azarakhsh  
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    Demuynck, Kris  
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    De Neve, Wesley
    ;
    Martens, Jean-Pierre
    Journal article
    2018-02, Neurocomputing, 277, p.237-248
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    Radar signal processing for human identification by means of reservoir computing networks

    Jalalvand, Azarakhsh  
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    Vandersmissen, Baptist
    ;
    De Neve, Wesley
    ;
    Mannens, Erik  
    Proceedings paper
    2019, IEEE Radar Conference (RadarConf19), 22/04/2019, p.1-6
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    Regional image perturbation reduces Lp norms of adversarial examples while maintaining model-to-model transferability

    Özbulak, Utku
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    Peck, Jonathan
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    De Neve, Wesley
    ;
    Goossens, Bart  
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    Saeys, Yvan
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    Van Messem, Arnout
    Proceedings paper
    2020, The 37th International Conference on Machine Learning (ICML 2020), 12/07/2020, p.1-9
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    Tryp: a dataset of microscopy images of unstained thick blood smears for trypanosome detection

    Anzaku, Esla Timothy
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    Mohammed, Mohammed Aliy
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    Ozbulak, Utku
    ;
    Won, Jongbum
    ;
    Hong, Hyesoo
    Journal article
    2023, SCIENTIFIC DATA, (10) 1, p.Art. 716

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