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1. • Speech

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   Layer rotation: a surprisingly simple indicator of generalization in deep networks?

   Carbonnelle, Simon[UCL] De Vleeschouwer, Christophe[UCL] (2019) 36th International Conference on Machine Learning, Identifying and Understanding Deep Learning Phenomena workshop — Long Beach
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   End-to-end optimized image compression with competition of prior distributions

   Brummer, Benoit[UCL] De Vleeschouwer, Christophe[UCL] (2021) 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) — Nashville, TN, USA
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   Contour Propagation in CT Scans with Convolutional Neural Networks

   Léger, Jean[UCL] Brion, Eliott[UCL] Javaid, Umair[UCL] Lee, John Aldo[UCL] De Vleeschouwer, Christophe[UCL] Macq, Benoît[UCL] (2018) Advanced Concepts for Intelligent Vision Systems — France
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   Natural image noise dataset

   Brummer, Benoit[UCL] De Vleeschouwer, Christophe[UCL] (2019) IEEE Conference on Computer Vision and Pattern Recognition - NTIRE Workshop — Long Beach
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   Real-time CNN-based segmentation architecture for ball detection in a single view setup

   Van Zandycke, Gabriel[UCL] De Vleeschouwer, Christophe[UCL] (2019) ACM Multimedia 2019, 2nd International Workshop on Multimedia Content Analysis in Sports — Nice
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   Using planning CTs to enhance CNN-based bladder segmentation on Cone Beam CT

   Brion, Eliott[UCL] Léger, Jean[UCL] Javaid, Umair[UCL] Lee, John Aldo[UCL] De Vleeschouwer, Christophe[UCL] Macq, Benoît[UCL] (2019) SPIE Medical Imaging 2019 — San Diego, California, United States
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   I-HAZE: a Dehazing Benchmark with Real Hazy and Haze-free Indoor Images

   Cosmin Ancuti Codruta Ancuti Radu Timofte De Vleeschouwer, Christophe[UCL] (2018) 19th International Conference on Advanced Concepts for Intelligent Vision Systems — Poitiers, France
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   Intraclass clustering: an implicit learning ability that regularizes DNNs

   Carbonnelle, Simon[UCL] De Vleeschouwer, Christophe[UCL] (2021) International Conference on learning representations — Virtual
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   Utilisation conjointe d’information sémantique et géométrique pour la localisation d’objets par caméra temps-de-vol

   Joos de ter Beerst, Victor[UCL] Vanderschueren, Antoine[UCL] De Vleeschouwer, Christophe[UCL] (2020) RFIAP — Vannes, France
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    Adapting JPEG XS gains and priorities to tasks and contents

    Brummer, Benoit[UCL] De Vleeschouwer, Christophe[UCL] (2020) IEEE/CVF Conference on Computer Vision and Pattern Recognition — Seattle
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    Corruption synthétique d’image pour la détection d’anomalies à l’aide d’auto-encodeurs convolutifs

    Collin, Anne-Sophie[UCL] De Vleeschouwer, Christophe[UCL] (2020) RFIAP — Vannes, France
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    Mutual use of semantics and geometry for CNN-based object localization in ToF images

    Vanderschueren, Antoine[UCL] Joos de ter Beerst, Victor[UCL] De Vleeschouwer, Christophe[UCL] (2021) 25th Int. Conference on Pattern Recognition, Workshop on pattern recognition for positive technology and elderly wellbeing — Virtual
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    The influence of graphic complexities of words on the handwriting of children of 2nd grade

    Gosse, Claire[UCL] Carbonnelle, Simon[UCL] De Vleeschouwer, Christophe[UCL] Van Reybroeck, Marie[UCL] (2016) Sig Writing, 16th international conference of the EARLI special interest group on writing — Liverpool
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    Improved anomaly detection by training an autoencoder with skip connections on images corrupted with stain-shaped noise

    Collin, Anne-Sophie[UCL] De Vleeschouwer, Christophe[UCL] (2021) 25th International Conference on Pattern Recognition — Virtual
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    CNN-based morphological decomposition of X-ray images for details and defects contrast enhancement

    Madmad, Tahani[UCL] Delinte, Nicolas[UCL] De Vleeschouwer, Christophe[UCL] (2021) IEEE International Conference on Computer Vision and Pattern Recognition Workshops - WiCV @ CVPR 2021 — Virtual
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    Coarse-to-fine textures retrieval in the JPEG 2000 compressed domain for fast browsing of large image databases

    Descampe, Antonin[UCL] Vandergheynst, Pierre De Vleeschouwer, Christophe[UCL] Macq, Benoît[UCL] (2006) International Workshop on Multimedia Content Representation, Classification and Security (MRCS 2006) — Istanbul(Turkey)
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    Explaining through Transformer Input Sampling

    Englebert, Alexandre[UCL] Sédrick Stassin Géraldin Nanfack Sidi Ahmed Mahmoudi Xavier Siebert Cornu, Olivier[UCL] De Vleeschouwer, Christophe[UCL] (2023) New Ideas in Vision Transformers - ICCV 2023 —
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    FORWARD ERROR CORRECTION APPLIED TO JPEG-XS CODESTREAMS

    Legrand, Antoine[UCL] Macq, Benoît[UCL] De Vleeschouwer, Christophe[UCL] (2022) IEEE International Conference on Image Processing (ICIP) — Bordeaux, France
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    Body Part-Based Representation Learning for Occluded Person Re-Identification

    Somers, Vladimir[UCL] Alexandre Alahi De Vleeschouwer, Christophe[UCL] (2023) Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) — Waikoloa, HI, USA
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    End-to-end Neural Estimation of Spacecraft Pose with Intermediate Detection of Keypoints

    Legrand, Antoine[UCL] Renaud Detry De Vleeschouwer, Christophe[UCL] (2022) European Conference on Computer Vision, Workshop on AI for Space 2022 —
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    Are Straight-Through gradients and Soft-Thresholding all you need for Sparse Training?

    Vanderschueren, Antoine[UCL] De Vleeschouwer, Christophe[UCL] (2023) IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) — Waikoloa, HI, USA
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    3D Ball Localization From A Single Calibrated Image

    Van Zandycke, Gabriel[UCL] De Vleeschouwer, Christophe[UCL] (2022) IEEE/CVF Conference on Computer Vision and Pattern Recognition, Workshop on Computer Vision in Sports —
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    Accelerating the creation of instance segmentation training sets through bounding box annotation

    Sayez, Niels[UCL] De Vleeschouwer, Christophe[UCL] (2022) International Conference on Pattern Recognition (ICPR) — Montréal, Canada
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    Using Pure Pollen Species When Training a CNN to Segment Pollen Mixtures

    Yang, Nana[UCL] Joos de ter Beerst, Victor[UCL] Jacquemart, Anne-Laure[UCL] Buyens, Christel[UCL] De Vleeschouwer, Christophe[UCL] (2022) IEEE Conference on Computer Vision and Pattern Recognition, Workshop on Agriculture-Vision 2022 — New Orleans, Louisiana, US
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    Optimizing the range of a bilateral filter to enhance defects and threads visibility in X-Ray radiographic testing.

    Madmad, Tahani[UCL] Libertiaux, Vincent De Vleeschouwer, Christophe[UCL] (2022) SPIE Smart Structures + Nondestructive Evaluation 2022 — Long Beach, California, US

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