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Publications of year 2023 |
Articles in journal or book chapters |
@article{Cantero2023NASODINN-arxiv, title = {{NA}-{SODINN}: a deep learning algorithm for exoplanet image detection based on residual noise regimes}, author = {Cantero, Carles and Absil, Olivier and Dahlqvist, Carl-Henrik and Van Droogenbroeck, Marc}, journal = {arXiv}, volume = {abs/2302.02854}, month = {February}, year = {2023}, publisher = {arXiv}, eprint = {2302.02854}, keywords = {Exoplanet, Detection, High-contrast imaging, Noise regime, Gaussian, Laplacian}, eprinttype = {arXiv}, doi = {10.48550/arXiv.2302.02854}, url = {https://doi.org/10.48550/arXiv.2302.02854} }
@article{Cioppa2023SoccerNetChallenge-arxiv, title = {{SoccerNet} 2023 Challenges Results}, author = {Cioppa, Anthony and Giancola, Silvio and Somers, Vladimir and Magera, Floriane and Zhou, Xin and Mkhallati, Hassan and Deli{\`e}ge, Adrien and Held, Jan and Hinojosa, Carlos and Mansourian, Amir M. and Miralles, Pierre and Barnich, Olivier and De Vleeschouwer, Christophe and Alahi, Alexandre and Ghanem, Bernard and Van Droogenbroeck, Marc and et al.}, author-full = {Cioppa, Anthony and Giancola, Silvio and Somers, Vladimir and Magera, Floriane and Zhou, Xin and Mkhallati, Hassan and Deli{\`e}ge, Adrien and Held, Jan and Hinojosa, Carlos and Mansourian, Amir M. and Miralles, Pierre and Barnich, Olivier and De Vleeschouwer, Christophe and Alahi, Alexandre and Ghanem, Bernard and Van Droogenbroeck, Marc and Kamal, Abdullah and Maglo, Adrien and Clap{\'e}s, Albert and Abdelaziz, Amr and Xarles, Artur and Orcesi, Astrid and Scott, Atom and Liu, Bin and Lim, Byoungkwon and Chen, Chen and Deuser, Fabian and Yan, Feng and Yu, Fufu and Shitrit, Gal and Wang, Guanshuo and Choi, Gyusik and Kim, Hankyul and Guo, Hao and Fahrudin, Hasby and Koguchi, Hidenari and Ard{\"o}, H\r{a}kan and Salah, Ibrahim and Yerushalmy, Ido and Muhammad, Iftikar and Uchida, Ikuma and Be'ery, Ishay and Rabarisoa, Jaonary and Lee, Jeongae and Fu, Jiajun and Yin, Jianqin and Xu, Jinghang and Nang, Jongho and Denize, Julien and Li, Junjie and Zhang, Junpei and Kim, Juntae and Synowiec, Kamil and Kobayashi, Kenji and Zhang, Kexin and Habel, Konrad and Nakajima, Kota and Jiao, Licheng and Ma, Lin and Wang, Lizhi and Wang, Luping and Li, Menglong and Zhou, Mengying and Nasr, Mohamed and Abdelwahed, Mohamed and Liashuha, Mykola and Falaleev, Nikolay and Oswald, Norbert and Jia, Qiong and Pham, Quoc-Cuong and Song, Ran and H{\'e}rault, Romain and Peng, Rui and Chen, Ruilong and Liu, Ruixuan and Baikulov, Ruslan and Fukushima, Ryuto and Escalera, Sergio and Lee, Seungcheon and Chen, Shimin and Ding, Shouhong and Someya, Taiga and Moeslund, Thomas B. and Li, Tianjiao and Shen, Wei and Zhang, Wei and Li, Wei and Dai, Wei and Luo, Weixin and Zhao, Wending and Zhang, Wenjie and Yang, Xinquan and Ma, Yanbiao and Joo, Yeeun and Zeng, Yingsen and Gan, Yiyang and Zhu, Yongqiang and Zhong, Yujie and Ruan, Zheng and Li, Zhiheng and Huangi, Zhijian and Meng, Ziyu}, journal = {arXiv}, volume = {abs/2309.06006}, year = {2023}, publisher = {arXiv}, eprint = {2309.06006}, keywords = {SoccerNet, Challenge}, eprinttype = {arXiv}, doi = {10.48550/arXiv.2309.06006}, url = {https://doi.org/10.48550/arXiv.2309.06006} }
@article{Giancola2023Towards-arxiv, title = {Towards Active Learning for Action Spotting in Association Football Videos}, author = {Giancola, Silvio and Cioppa, Anthony and Georgieva, Julia and Billingham, Johsan and Serner, Andreas and Peek, Kerry and Ghanem, Bernard and Van Droogenbroeck, Marc}, journal = {arXiv}, volume = {abs/2304.04220}, year = {2023}, publisher = {arXiv}, eprint = {2304.04220}, keywords = {Soccer, Action spotting, Active learning}, note = {Accepted for IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports}, eprinttype = {arXiv}, doi = {10.48550/arXiv.2304.04220}, url = {https://doi.org/10.48550/arXiv.2304.04220} }
@article{MoncayoUnda2023ALongitudinal, title = {A longitudinal analysis of the {COVID-19} effects on the variability in Human Activity Spaces in {Q}uito, {E}cuador}, author = {Moncayo-Unda, Giovanny and Van Droogenbroeck, Marc and Saadi, Isma\"el and Cools, Mario}, journal = {Journal of Transport Geography}, volume = {113}, pages = {1-13}, month = {December}, year = {2023}, keywords = {Google location history, Activity point location, Human activity space, Travel, Covid, Timeline tracking, Longitudinal data}, doi = {10.1016/j.jtrangeo.2023.103735}, url = {https://doi.org/10.1016/j.jtrangeo.2023.103735} }
Conference articles |
@inproceedings{Absil2023Machine, title = {Machine learning for direct exoplanet imaging}, author = {Absil, Olivier and Cantero, Carles and Van Droogenbroeck, Marc}, booktitle = {Biomedical and Astronomical Signal Processing (BASP) Frontiers}, month = {February}, year = {2023}, address = {Villars-sur-Ollon, Switzerland}, keywords = {Exoplanet, Machine learning}, url = {https://baspfrontiers.org/} }
@inproceedings{Cioppa2023SoccerNetExploring, title = {{SoccerNet} Exploring the Game with Computer Vision}, author = {Cioppa, Anthony and Giancola, Silvio and Deli{\`e}ge, Adrien and Somers, Vladimir and Magera, Floriane and Mkhallati, Hassan and Kang, Le and Zhou, Xin and Cheng, Zhiyu and Ghanem, Bernard and Van Droogenbroeck, Marc}, booktitle = {Rising Stars in AI Symposium}, note = {Invited talk}, month = {February}, year = {2023}, address = {Thuwal, Saudi Arabia}, keywords = {SoccerNet, Soccer, Football, Deep learning, Machine learning, Artificial intelligence} }
@inproceedings{Fonder2023ATechnique, title = {A technique to jointly estimate depth and depth uncertainty for unmanned aerial vehicles}, author = {Fonder, Micha{\"e}l and Van Droogenbroeck, Marc}, booktitle = {IEEE International Conference on Systems, Signals and Image Processing (IWSSIP)}, pages = {1-5}, month = {June}, year = {2023}, address = {Ohrid, North Macedonia}, keywords = {Depth, Depth estimation, Depth uncertainty, Deep learning, Drone, UAV, Parallax}, doi = {10.1109/iwssip58668.2023.10180268}, url = {https://doi.org/10.1109/IWSSIP58668.2023.10180268} }
@inproceedings{Held2023VARS, title = {{VARS}: Video Assistant Referee System for Automated Soccer Decision Making from Multiple Views}, author = {Held, Jan and Cioppa, Anthony and Giancola, Silvio and Hamdi, Abdullah and Ghanem, Bernard and Van Droogenbroeck, Marc}, booktitle = {IEEE/CVF International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports}, pages = {5086-5097}, month = {June}, year = {2023}, address = {Vancouver, Canada}, keywords = {Soccer, Referee, Multiple views, Decision}, doi = {10.1109/cvprw59228.2023.00537}, url = {https://doi.org/10.1109/CVPRW59228.2023.00537} }
@inproceedings{Houyon2023Online, title = {Online Distillation with Continual Learning for Cyclic Domain Shifts}, author = {Houyon, Joachim and Cioppa, Anthony and Ghunaim, Yasir and Alfarra, Motasem and Halin, Ana{\"\i}s and Henry, Maxim and Ghanem, Bernard and Van Droogenbroeck, Marc}, booktitle = {IEEE/CVF International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Workshop on Continual Learning in Computer Vision}, pages = {2437-2446}, month = Jun, year = {2023}, address = {Vancouver, Canada}, keywords = {Online distillation, Continual learning, Autonomous cars} doi = {10.1109/cvprw59228.2023.00242}, url = {https://doi.org/10.1109/CVPRW59228.2023.00242} }
@inproceedings{Mkhallati2023SoccerNetCaption, title = {{SoccerNet}-Caption: Dense Video Captioning for Soccer Broadcasts Commentaries}, author = {Mkhallati, Hassan and Cioppa, Anthony and Giancola, Silvio and Ghanem, Bernard and Van Droogenbroeck, Marc}, booktitle = {IEEE/CVF International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports}, pages = {5074-5085}, month = {June}, year = {2023}, address = {Vancouver, Canada}, keywords = {Soccer, Video captioning}, doi = {10.1109/cvprw59228.2023.00536}, url = {https://doi.org/10.1109/CVPRW59228.2023.00536} }
@inproceedings{Pierard2023Mixture, title = {Mixture Domain Adaptation to Improve Semantic Segmentation in Real-World Surveillance}, author = {Pi{\'e}rard, S{\'e}bastien and Cioppa, Anthony and Halin, Ana{\"{\i}}s and Vandeghen, Renaud and Zanella, Maxime and Macq, Beno{\^{\i}}t and Mahmoudi, Sa{\"{\i}}d and Van Droogenbroeck, Marc}, booktitle = {IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW)}, pages = {22-31}, month = {January}, year = {2023}, address = {Waikoloa, Hawaii, USA}, keywords = {Domain adaptation, Articial intelligence, Semantic segmentation, Autonomous cars, ARIAC}, doi = {10.1109/wacvw58289.2023.00007}, url = {https://doi.org/10.1109/WACVW58289.2023.00007} }
@inproceedings{Vandeghen2023Adaptive, title = {Adaptive Self-Training for Object Detection}, author = {Vandeghen, Renaud and Louppe, Gilles and Van Droogenbroeck, Marc}, booktitle = {IEEE/CVF International Conference on Computer Vision Workshops (ICCV Workshops)}, month = {October}, year = {2023}, address = {Paris, France}, keywords = {Deep learning, Machine learning, Self-training, Object detection, Semi-supervision, Supervision, Refinement, ASTOD, COCO dataset, DIOR dataset}, note = {Accepted for publication} }
Miscellaneous |
@misc{Pierard2023PushingAIOutOfTheLab, title = {Pushing {AI} out of the lab with on-the-fly mixture domain adaptation}, author = {Pi{\'e}rard, S{\'e}bastien and Cioppa, Anthony and Halin, Ana{\"{\i}}s and Vandeghen, Renaud and Zanella, Maxime and Macq, Beno{\^{\i}}t and Mahmoudi, Sa{\"{\i}}d and Van Droogenbroeck, Marc}, howpublished = {The European AI week}, month = {March}, year = {2023}, keywords = {Domain adaptation, Articial intelligence, Semantic segmentation, Autonomous cars, ARIAC}, url = {https://hdl.handle.net/2268/301385} }
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