UMR CNRS 7253

Franck Davoine
Franck Davoine
Franck Davoine
Franck Davoine
Franck Davoine

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en:publis [2019/09/24 09:36]
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en:publis [2019/11/21 10:00] (current)
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-  * Xuhong Li, Yves Grandvalet, Franck Davoine. **A Baseline Regularization Scheme for Transfer Learning with Convolutional Neural Networks**. <​html><​span style="​color:​red;">​Pattern Recognition</​span></​html>,​ Vol. 98, Elsevier, ​ to appear in **2020**. [[https://​authors.elsevier.com/​c/​1Zk8R77nKWPzS|pdf]] 
  
-  * Maxime Chaveroche, Franck Davoine, ​Véronique Cherfaoui. **Efficient Möbius Transformations and their applications to Dempster-Shafer Theory**. <​html><​span style="​color:​blue;">SUM</​span></​html> ​- 13th international conference on Scalable Uncertainty Management, Springer LNAI series. Compiègne, France, Nov. 16-18, **2019**.+  * Xuhong Li, Yves Grandvalet, Franck Davoine, ​Jingchun Cheng, Yin Cui, Hang Zhang, Serge Belongie, Yi-Hsuan Tsai, Ming-Hsuan Yang. **Transfer Learning in Computer Vision Tasks: Remember Where You Come From**. <​html><​span style="​color:​red;">Image and Vision Computing</​span></​html>, ​to appear in **2020**. {{ :​en:​ivc_li2020.pdf |pdf}}
  
-  * Edouard Capellier, Franck Davoine, Véronique Cherfaoui, You LiTransformation-adversarial network ​for road detection in LIDAR rings11th IEEE <​html><​span style="​color:​blue;">IROS Workshop</​span></​html> ​on PlanningPerception and Navigation for Intelligent Vehicles (PPNIV), MacauChina, November 4th, **2019**.+  * Xuhong Li, Yves Grandvalet, Franck Davoine. ​**A Baseline Regularization Scheme ​for Transfer Learning with Convolutional Neural Networks**. <​html><​span style="​color:​red;">Pattern Recognition</​span></​html>, ​Vol. 98Elsevier to appear in **2020**. {{ :​en:​pr2020.pdf |pdf}}
  
-  * Maxime Chaveroche, ​Franck Davoine, ​Véronique Cherfaoui. **Calcul exact de faible complexité des décompositions conjonctive et disjonctive pour la fusion d'​information**. 17th <​html><​span style="​color:​blue;">GRETSI</​span></​html> ​SymposiumLilleFranceAug. 26-29, **2019**.+  * Franck Davoine, ​Éric Bonjour. **Editorial - Special issue on System of Systems Engineering**. <​html><​span style="​color:​red;">Systems Engineering</​span></​html>, ​Wiley22(6)pages 435-436November ​**2019**. ​{{ :​en:​editorial-sys-sose-22.6-nov2019.pdf |pdf}}
  
-  * Edouard Capellier, Franck Davoine, Véronique Cherfaoui. **Apprentissage profond pour la classification évidentielle d’objets LIDAR arbitraires,​ à destination d’un véhicule autonome**. 17th <​html><​span style="​color:​blue;">​GRETSI</​span></​html> ​SymposiumLille, France, ​Aug26-29, **2019**.+  * Maxime Chaveroche, Franck Davoine, Véronique Cherfaoui. **Efficient Möbius Transformations and their applications to Dempster-Shafer Theory**. <​html><​span style="​color:​blue;">​SUM</​span></​html> ​- 13th international conference on Scalable Uncertainty ManagementSpringer LNAI series. Compiègne, France, ​Nov16-18, **2019**. ​[[https://​hal.archives-ouvertes.fr/​hal-02326438|pdf]]
  
-  * Edouard Capellier, Franck Davoine, Véronique Cherfaoui, You Li. **Evidential deep learning ​for arbitrary Lidar object classification ​in the context of autonomous driving**The 30th <​html><​span style="​color:​blue;">​IEEE IV</​span></​html> ​Intelligent Vehicles ​SymposiumParisFranceJune 9-12, **2019**. ​+  * Edouard Capellier, Franck Davoine, Véronique Cherfaoui, You Li. Transformation-adversarial network ​for road detection ​in LIDAR rings11th IEEE <​html><​span style="​color:​blue;">​IROS Workshop</​span></​html> ​on Planning, Perception and Navigation for Intelligent Vehicles ​(PPNIV)MacauChinaNovember 4th, **2019**. ​[[https://​hal.archives-ouvertes.fr/​hal-02322337|pdf]]
  
-  * Qing Liu, Franck Davoine, Jian Yang, Ying Cui, Zhong Jin, Fei Han. **A Fast and Accurate Matrix Completion Method based on QR Decomposition and L_(2,1) Norm Minimization**. <​html><​span style="​color:​red;">​IEEE Transactions on Neural Networks and Learning Systems</​span></​html>,​ 30(3), Pages 803-817, March **2019**.+  ​* Maxime Chaveroche, Franck Davoine, Véronique Cherfaoui. **Calcul exact de faible complexité des décompositions conjonctive et disjonctive pour la fusion d'​information**. 17th <​html><​span style="​color:​blue;">​GRETSI</​span></​html>​ Symposium, Lille, France, Aug. 26-29, **2019**. [[https://​hal.archives-ouvertes.fr/​hal-02322022|pdf]] 
 + 
 +  * Edouard Capellier, Franck Davoine, Véronique Cherfaoui. **Apprentissage profond pour la classification évidentielle d’objets LIDAR arbitraires,​ à destination d’un véhicule autonome**. 17th <​html><​span style="​color:​blue;">​GRETSI</​span></​html>​ Symposium, Lille, France, Aug. 26-29, **2019**. [[https://​hal.archives-ouvertes.fr/​hal-02321931|pdf]] 
 + 
 +  * Edouard Capellier, Franck Davoine, Véronique Cherfaoui, You Li. **Evidential deep learning for arbitrary Lidar object classification in the context of autonomous driving**. The 30th <​html><​span style="​color:​blue;">​IEEE IV</​span></​html>​ - Intelligent Vehicles Symposium, Paris, France, June 9-12, **2019**. [[https://​hal.archives-ouvertes.fr/​hal-02322434|pdf]]  
 + 
 +  ​* Qing Liu, Franck Davoine, Jian Yang, Ying Cui, Zhong Jin, Fei Han. **A Fast and Accurate Matrix Completion Method based on QR Decomposition and L_(2,1) Norm Minimization**. <​html><​span style="​color:​red;">​IEEE Transactions on Neural Networks and Learning Systems</​span></​html>,​ 30(3), Pages 803-817, March **2019**. ​[[https://​hal.archives-ouvertes.fr/​hal-01927616|pdf]]
  
   * Edouard Capellier, Franck Davoine, Vincent Fremont, Javier Ibanez-Guzman,​ You Li. **Evidential grid mapping, from asynchronous LIDAR scans and RGB images, for autonomous driving**. 21st International Conference on Intelligent Transportation Systems - <​html><​span style="​color:​blue;">​IEEE ITSC</​span></​html>,​ Maui, Hawaii, USA, November 4-7, **2018**. [[https://​hal.archives-ouvertes.fr/​hal-01867699v2|pdf]]   * Edouard Capellier, Franck Davoine, Vincent Fremont, Javier Ibanez-Guzman,​ You Li. **Evidential grid mapping, from asynchronous LIDAR scans and RGB images, for autonomous driving**. 21st International Conference on Intelligent Transportation Systems - <​html><​span style="​color:​blue;">​IEEE ITSC</​span></​html>,​ Maui, Hawaii, USA, November 4-7, **2018**. [[https://​hal.archives-ouvertes.fr/​hal-01867699v2|pdf]]

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