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Duffner, Stefan
19  Ergebnisse:
Buchkapitel (Online) X
Personensuche X
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1

Is My Neural Net Driven by the MDL Principle?:

, In: Machine Learning and Knowledge Discovery in Databases: Research Track; Lecture Notes in Computer Science,
Brandao, Eduardo ; Duffner, Stefan ; Emonet, Rémi... - p. 173-189 , 2023
Link: https://doi.org/10.1007/..
 
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2

RESIST: Robust Transformer for Unsupervised Time Series Ano..:

, In: Advanced Analytics and Learning on Temporal Data; Lecture Notes in Computer Science,
Najari, Naji ; Berlemont, Samuel ; Lefebvre, Grégoire.. - p. 66-82 , 2023
Link: https://doi.org/10.1007/..
 
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3

Long-Range Transformer Architectures for Document Understan..:

, In: Document Analysis and Recognition – ICDAR 2023 Workshops; Lecture Notes in Computer Science,
Douzon, Thibault ; Duffner, Stefan ; Garcia, Christophe. - p. 47-64 , 2023
Link: https://doi.org/10.1007/..
 
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4

Robust Variational Autoencoders and Normalizing Flows for U..:

, In: Advanced Information Networking and Applications; Lecture Notes in Networks and Systems,
Najari, Naji ; Berlemont, Samuel ; Lefebvre, Grégoire.. - p. 281-292 , 2022
Link: https://doi.org/10.1007/..
 
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5

Improving Information Extraction on Business Documents with..:

, In: Document Analysis Systems; Lecture Notes in Computer Science,
Douzon, Thibault ; Duffner, Stefan ; Garcia, Christophe. - p. 111-125 , 2022
Link: https://doi.org/10.1007/..
 
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6

Efficient One-Shot Sports Field Image Registration with Arb..:

, In: 2022 IEEE International Conference on Image Processing (ICIP),
Jacquelin, Nicolas ; Vuillemot, Romain ; Duffner, Stefan - p. 1771-1775 , 2022
Link: https://doi.org/10.1109/..
 
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7

Detecting Swimmers in Unconstrained Videos with Few Trainin..:

, In: Communications in Computer and Information Science; Machine Learning and Data Mining for Sports Analytics,
Jacquelin, Nicolas ; Vuillemot, Romain ; Duffner, Stefan - p. 145-154 , 2022
Link: https://doi.org/10.1007/..
 
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8

The Impact of Action in Visual Representation Learning:

, In: 2022 IEEE International Conference on Development and Learning (ICDL),
Devillers, Alexandre ; Chaffraix, Valentin ; Armetta, Frederic.. - p. 30-35 , 2022
Link: https://doi.org/10.1109/..
 
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9

Learning Sparse Filters in Deep Convolutional Neural Networ..:

, In: Pattern Recognition. ICPR International Workshops and Challenges; Lecture Notes in Computer Science,
Berthelier, Anthony ; Yan, Yongzhe ; Chateau, Thierry... - p. 662-676 , 2021
Link: https://doi.org/10.1007/..
 
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10

Exploiting Visual Context to Identify People in TV Programs:

, In: Computer Analysis of Images and Patterns; Lecture Notes in Computer Science,
Petit, Thomas ; Letessier, Pierre ; Duffner, Stefan. - p. 220-230 , 2021
Link: https://doi.org/10.1007/..
 
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11

Data-Efficient Information Extraction from Documents with P..:

, In: Document Analysis and Recognition – ICDAR 2021 Workshops; Lecture Notes in Computer Science,
Sage, Clément ; Douzon, Thibault ; Aussem, Alex... - p. 455-469 , 2021
Link: https://doi.org/10.1007/..
 
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12

Unsupervised learning of co-occurrences for face images ret..:

, In: Proceedings of the 2nd ACM International Conference on Multimedia in Asia,
Petit, Thomas ; Letessier, Pierre ; Duffner, Stefan. - p. 1-7 , 2021
Link: https://dl.acm.org/doi/1..
 
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13

Self-supervised Continual Learning for Object Recognition i..:

, In: Communications in Computer and Information Science; Neural Information Processing,
Dai, Ruiqi ; Lefort, Mathieu ; Armetta, Frédéric.. - p. 239-247 , 2021
Link: https://doi.org/10.1007/..
 
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14

Multiple Instance Learning for Training Neural Networks und..:

, In: 2020 International Joint Conference on Neural Networks (IJCNN),
Duffner, Stefan ; Garcia, Christophe - p. 1-7 , 2020
Link: https://doi.org/10.1109/..
 
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15

Network Traffic Modeling For IoT-device Re-identification:

, In: 2020 International Conference on Omni-layer Intelligent Systems (COINS),
Najari, Naji ; Berlemont, Samuel ; Lefebvre, Gregoire.. - p. 1-6 , 2020
Link: https://doi.org/10.1109/..
 
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