Publications LIRIS pour Stefan Duffner (75)

• 2023 (5)
• Journals (1)
• International journals with peer review (1)
•  Eduardo Brandao, Anthony Nakhoul, Stefan Duffner, R Emonet, Florence Garrelie, Amaury Habrard, François Jacquenet, Florent Pigeon, Marc Sebban & Jean-Philippe Colombier (2023). "Learning Complexity to Guide Light-Induced Self-Organized Nanopatterns". Physical Review Letters, vol. 130, p. 226201. doi : 10.1103/physrevlett.130.226201. HAL : ujm-04157829. .
• Conferences (3)
• International conferences with peer review (3)
•  Thibault Douzon, Stefan Duffner, Christophe Garcia & Jérémy Espinas (2023). "Long-Range Transformer Architectures for Document Understanding". ICDAR 2023: Document Analysis and Recognition – ICDAR 2023 Workshops, 27 août 2023, San José (United States of America), pp. 47-64. doi : 10.1007/978-3-031-41501-2_4. HAL : hal-04191797. .
•  Eduardo Brandao, Stefan Duffner, Rémi Emonet, Amaury Habrard, François Jacquenet & Marc Sebban (2023). "Is My Neural Net Driven by the MDL Principle?". European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 22 septembre 2023, Turin (France), pp. 173-189. doi : 10.1007/978-3-031-43415-0_11. HAL : hal-04231405. .
•  Matthis Manthe, Stefan Duffner & Carole Lartizien (2023). "Whole-brain radiomics for clustered federated personalization in brain tumor segmentation". Medical Imaging with Deep Learning (MIDL) 2023, 12 juillet 2023, Nashville (United States of America). ArXiv : 2310.11480. HAL : hal-04233428. .
• Others (1)
•  Nicolas Jacquelin, Theo Jaunet, Romain Vuillemot & Stefan Duffner (2023). "SwimTrack: Swimmers and Stroke Rate Detection in Elite Race Videos". doi : 10.1145/nnnnnnn.nnnnnnn. HAL : hal-03936053. .
• 2022 (11)
• Journals (4)
• International journals with peer review (4)
•  Nicolas Jacquelin, Romain Vuillemot & Stefan Duffner (2022). "Periodicity Counting in Videos with Unsupervised Learning of Cyclic Embeddings". Pattern Recognition Letters, vol. 161, pp. 59-66. doi : 10.1016/j.patrec.2022.07.013. HAL : hal-03738161. .
•  Eduardo Brandao, Jean-Philippe Colombier, Stefan Duffner, Rémi Emonet, Florence Garrelie, Amaury Habrard, François Jacquenet, Anthony Nakhoul & Marc Sebban (2022). "Learning PDE to Model Self-Organization of Matter". Entropy. doi : 10.3390/e24081096. HAL : ujm-03823722. .
•  Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit & Céline Robardet (2022). "In pursuit of the hidden features of GNN’s internal representations". Data and Knowledge Engineering, vol. 142, p. 102097. doi : 10.1016/j.datak.2022.102097. HAL : hal-03898323.
•  Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit & Céline Robardet (2022). "On GNN explanability with activation rules". Data Mining and Knowledge Discovery. doi : 10.1007/s10618-022-00870-z. HAL : hal-03821784. .
• Conferences (7)
• International conferences with peer review (7)
•  Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit & Céline Robardet (2022). "What Does My GNN Really Capture? On Exploring Internal GNN Representations". International Joint Conference on Artificial Intelligence 2022, 22 juillet 2022, Vienna (Austria). HAL : hal-03700710. .
•  Nicolas Jacquelin, Romain Vuillemot & Stefan Duffner (2022). "Efficient One-Shot Sports Field Image Registration with Arbitrary Keypoint Segmentation". IEEE International Conference on Image Processing, 16 octobre 2022, Bordeaux (France). doi : 10.1109/ICIP46576.2022.9897170. HAL : hal-03738153. .
•  Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner & Christophe Garcia (2022). "Robust Variational Autoencoders and Normalizing Flows for Unsupervised Network Anomaly Detection". The 36th International Conference on Advanced Information Networking and Applications (AINA), 2022, 13 avril 2022, Sydney (Australia). HAL : hal-03542451. .
•  Thibault Douzon, Stefan Duffner, Christophe Garcia & Jérémy Espinas (2022). "Improving Information Extraction on Business Documents with Specific Pre-Training Tasks". Document Analysis Systems 15th IAPR International Workshop, DAS 2022, 23 mai 2022, La Rochelle (France), pp. 111-125. doi : 10.1007/978-3-031-06555-2_8. HAL : hal-03676134. .
•  Alexandre Devillers, Valentin Chaffraix, Frédéric Armetta, Stefan Duffner & Mathieu Lefort (2022). "The Impact of Action in Visual Representation Learning". International Conference on Development and Learning (ICDL 2022), 12 septembre 2022, London (United Kingdom). doi : 10.1109/ICDL53763.2022.9962210. HAL : hal-03815546. .
•  Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner & Christophe Garcia (2022). "RESIST: Robust Transformer for Unsupervised Time Series Anomaly Detection". International Workshop on Advanced Analytics and Learning on Temporal Data (AALTD), ECML-PKDD, 23 septembre 2022, Grenoble (France). doi : 10.1007/978-3-031-24378-3_5. HAL : hal-04346819. .
•  Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit & Céline Robardet (2022). "Qu'est-ce que mon GNN capture vraiment ? Exploration des représentations internes d'un GNN". Extraction et Gestion des Connaissances (EGC 2022), 28 janvier 2022, Blois (France), pp. 159-170. HAL : hal-03921033. .
• 2021 (13)
• Journals (2)
• International journals with peer review (2)
•  Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour & Atilla Baskurt (2021). "List-wise learning-to-rank with convolutional neural networks for person re-identification". Machine Vision and Applications. doi : 10.1007/s00138-021-01170-0. HAL : hal-03157567. .
•  Yongzhe Yan, Stefan Duffner, Priyanka Phutane, Anthony Berthelier, Christophe Blanc, Christophe Garcia & Thierry Chateau (2021). "2D Wasserstein Loss for Robust Facial Landmark Detection". Pattern Recognition. doi : 10.1016/j.patcog.2021.107945. HAL : hal-03162012. .
• Conferences (9)
• International conferences with peer review (9)
•  Clément Sage, Thibault Douzon, Alex Aussem, Véronique Eglin, Haytham Elghazel, Stefan Duffner, Christophe Garcia & Jérémy Espinas (2021). "Data-Efficient Information Extraction from Documents with Pre-Trained Language Models". ICDAR 2021 Workshop on Document Images and Language, 6 septembre 2021, Lausanne (Switzerland). doi : 10.1007/978-3-030-86159-9_33. HAL : hal-03267497. .
•  Thomas Petit, Pierre Letessier, Stefan Duffner & Christophe Garcia (2021). "Unsupervised learning of co-occurrences for face images retrieval". MMAsia '20: ACM Multimedia Asia, 7 mars 2021, Virtual Event Singapore (Singapore), pp. 1-7. doi : 10.1145/3444685.3446265. HAL : hal-03339397. .
•  Paul Compagnon, Grégoire Lefebvre, Stefan Duffner & Christophe Garcia (2021). "Sequence Metric Learning as Synchronization of Recurrent Neural Networks". International Joint Conference on Neural Networks, 18 juillet 2021, Glasgow (virtuelle ) (United Kingdom). doi : 10.1109/IJCNN52387.2021.9533627. HAL : hal-03264242. .
•  Nicolas Jacquelin, Romain Vuillemot & Stefan Duffner (2021). "Detecting Swimmers in Unconstrained Videos with Few Training Data". Machine Learning and Data Mining for Sports Analytics, 17 septembre 2021, Ghand (Belgium). HAL : hal-03358375. .
•  Anthony Berthelier, Yongzhe Yan, Thierry Chateau, Christophe Blanc, Stefan Duffner & Christophe Garcia (2021). "Learning Sparse Filters In Deep Convolutional Neural Networks With A l 1 /l 2 Pseudo-Norm". CADL 2020 : Workshop on Computational Aspects of Deep Learning - ICPR 2020, 10 janvier 2021, Milan (Italy). doi : 10.1007/978-3-030-68763-2_50. HAL : hal-03048750. .
•  Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner & Christophe Garcia (2021). "RADON: Robust Autoencoder for Unsupervised Anomaly Detection". The 14th International Conference on Security of Information and Networks, SINCONF 2021, 15 décembre 2021, Edinburgh (United Kingdom). doi : 10.1109/SIN54109.2021.9699174. HAL : hal-03542185.
•  Ruiqi Dai, Mathieu Lefort, Frédéric Armetta, Mathieu Guillermin & Stefan Duffner (2021). "Self-supervised continual learning for object recognition in image sequences". International Conference on Neural Information Processing (ICONIP), 8 décembre 2021, Bali (Indonesia). HAL : hal-03465149. .
•  Ruiqi Dai, Mathieu Lefort, Frédéric Armetta, Mathieu Guillermin & Stefan Duffner (2021). "Novelty detection for unsupervised continual learning in image sequences". IEEE International Conference on Tools with Artificial Intelligence (ICTAI), 1 novembre 2021, Washington DC (virtual) (United States of America). doi : 10.1109/ICTAI52525.2021.00080. HAL : hal-03465146. .
•  Thomas Petit, Pierre Letessier, Stefan Duffner & Christophe Garcia (2021). "Exploiting Visual Context to Identify People in TV Programs". 19th International Conference on Computer Analysis of Images and Patterns, 30 septembre 2021, Virtual event (Cyprus), pp. 220-230. doi : 10.1007/978-3-030-89131-2_20. HAL : hal-03426301. .
• Book edition (books, chapters, seminars, congress, special numbers) (1)
•  Stefan Duffner, Christophe Garcia, Khalid Idrissi & Atilla Baskurt (2021). "Similarity Metric Learning". Multi-faceted Deep Learning - Models and Data. HAL : hal-03465119. .
• Others (1)
•  Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit & Céline Robardet (2021). "On GNN explanability with activation patterns". HAL : hal-03367714. .
• 2020 (7)
• Journals (4)
• International journals with peer review (4)
•  Yongzhe Yan, Stefan Duffner, Priyanka Phutane, Anthony Berthelier, Xavier Naturel, Christophe Blanc, Christophe Garcia & Thierry Chateau (2020). "Fine-grained facial landmark detection exploiting intermediate feature representations". Computer Vision and Image Understanding, vol. 200, pp. 1-14. doi : 10.1016/j.cviu.2020.103036. HAL : hal-02890931. .
•  Paul Compagnon, Grégoire Lefebvre, Stefan Duffner & Christophe Garcia (2020). "Learning Personalized ADL Recognition Models from Few Raw Data". Artificial Intelligence in Medicine, p. 101916. doi : 10.1016/j.artmed.2020.101916. HAL : hal-02882684. .
•  Anthony Berthelier, Thierry Chateau, Stefan Duffner, Christophe Garcia & Christophe Blanc (2020). "Deep Model Compression and Architecture Optimization for Embedded Systems: A Survey". Journal of Signal Processing Systems. doi : 10.1007/s11265-020-01596-1. HAL : hal-03048735. .
•  Yongzhe Yan, Stefan Duffner, Xavier Naturel, Anthony Berthelier, Christophe Garcia, Christophe Blanc & Thierry Chateau (2020). "Two-stage human hair segmentation in the wild using deep shape prior". Pattern Recognition Letters, vol. 136, pp. 293-300. doi : 10.1016/j.patrec.2020.06.014. HAL : hal-02890593. .
• Conferences (3)
• International conferences with peer review (2)
•  Stefan Duffner & Christophe Garcia (2020). "Multiple Instance Learning for Training Neural Networks under Label Noise". International Joint Conference on Neural Networks (IJCNN), 19 juillet 2020, Glasgow (United Kingdom). doi : 10.1109/IJCNN48605.2020.9206669. HAL : hal-02902571. .
•  Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner & Christophe Garcia (2020). "Network Traffic Modeling For IoT-device Re-identification". 2020 International Conference on Omni-layer Intelligent Systems (COINS), 2 septembre 2020, Barcelona (France), pp. 1-6. doi : 10.1109/COINS49042.2020.9191376. HAL : hal-03148283.
• National conferences with peer review (1)
•  Anthony Berthelier, Yongzhe Yan, Thierry Chateau, Christophe Blanc, Stefan Duffner & Christophe Garcia (2020). "Compression de réseaux convolutifs par utilisation d’un terme de clarté l1/l2 sur les noyaux.". RFIAP, 23 juin 2020, Vannes (France). HAL : hal-02972510. .
• 2019 (5)
• Conferences (4)
• International conferences with peer review (4)
•  Paul Compagnon, Grégoire Lefebvre, Stefan Duffner & Christophe Garcia (2019). "Personalized Posture and Fall Classification with Shallow Gated Recurrent Units". 32nd IEEE CBMS International Symposium on Computer-Based Medical Systems, 7 juin 2019, Cordoue (Spain). doi : 10.1109/CBMS.2019.00034. HAL : hal-02095355. .
•  Dario Lucente, Stefan Duffner, Corentin Herbert, Joran Rolland & Freddy Bouchet (2019). "MACHINE LEARNING OF COMMITTOR FUNCTIONS FOR PREDICTING HIGH IMPACT CLIMATE EVENTS". Climate Informatics, 4 octobre 2019, Paris (France). ArXiv : 1910.11736. HAL : hal-02322370. .
•  Yongzhe Yan, Anthony Berthelier, Stefan Duffner, Xavier Naturel, Christophe Garcia & Thierry Chateau (2019). "Human Hair Segmentation In The Wild Using Deep Shape Prior". Conference on Computer Vision and Pattern Recognition Workshop (CVPR Workshop), Long Beach (United States of America). HAL : hal-02891974. .
•  Paul Compagnon, Grégoire Lefebvre, Stefan Duffner & Christophe Garcia (2019). "Routine Modeling with Time Series Metric Learning". 28th International Conference on Artificial Neural Networks, 17 septembre 2019, Munich (Germany). doi : 10.1007/978-3-030-30484-3_47. ArXiv : 1907.04666. HAL : hal-02165265. .
• HDR, thesis (1)
• HDR (1)
•  Stefan Duffner (2019). "Weakly Supervised and On-line Machine Learning for Object Tracking and Recognition in Images and Videos". HAL : tel-02157568. .
• 2018 (8)
• Journals (3)
• International journals with peer review (3)
•  Renato Cintra, Stefan Duffner, Christophe Garcia & André Leite (2018). "Low-complexity Approximate Convolutional Neural Networks". IEEE Transactions on Neural Networks and Learning Systems. doi : 10.1109/TNNLS.2018.2815435. HAL : hal-01727219. .
•  Lilei Zheng, Stefan Duffner, Khalid Idrissi, Christophe Garcia & Atilla Baskurt (2018). "Pairwise Identity Verification via Linear Concentrative Metric Learning". IEEE Transactions on Cybernetics, pp. 1-12. doi : 10.1109/TCYB.2016.2634011. HAL : hal-01435368. .
•  Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour & Atilla Baskurt (2018). "Deep and Low-level Feature based Attribute Learning for Person Re-identification". Image and Vision Computing, vol. 79, pp. 25-34. doi : 10.1016/j.imavis.2018.09.001. HAL : hal-01895367. .
• Conferences (5)
• International conferences with peer review (5)
•  Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour & Atilla Baskurt (2018). "Pedestrian attribute recognition with part-based CNN and combined feature representations". VISAPP2018, 27 janvier 2018, Funchal (Portugal). HAL : hal-01625470. .
•  Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour & Atilla Baskurt (2018). "SIMILARITY LEARNING WITH LISTWISE RANKING FOR PERSON RE-IDENTIFICATION". International conference on image processing, 8 octobre 2018, Athenes (Greece). HAL : hal-01895355. .
•  Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour & Atilla Baskurt (2018). "Person Re-identification with a Body Orientation-Specific Convolutional Neural Network". Advanced Concepts for Intelligent Vision systems, 24 septembre 2018, Poitiers (France). HAL : hal-01895374. .
•  Yongzhe Yan, Xavier Naturel, Thierry Chateau, Stefan Duffner, Christophe Garcia & Christophe Blanc (2018). "A survey of deep facial landmark detection". RFIAP, Paris (France). HAL : hal-02892002. .
•  Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour & Atilla Baskurt (2018). "Person Re-identification using group context". Advanced Concepts for Intelligent Vision systems, 24 septembre 2018, Poitiers (France). HAL : hal-01895373. .
• 2017 (6)
• Journals (2)
• International journals with peer review (2)
•  Stefan Duffner & Christophe Garcia (2017). "Fast Pixelwise Adaptive Visual Tracking of Non-Rigid Objects". IEEE Transactions on Image Processing, vol. 26, #5, pp. 2368-2380. doi : 10.1109/TIP.2017.2676346. HAL : hal-01574513.
•  Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner & Christophe Garcia (2017). "Class-Balanced Siamese Neural Networks". Neurocomputing. HAL : hal-01580527. .
• Conferences (4)
• International conferences with peer review (3)
•  Smrity Bhattarai, Arjuna Madanayake, Renato J. Cintra, Stefan Duffner & Christophe Garcia (2017). "Digital architecture for real-time CNN-based face detection for video processing". IEEE Cognitive Communications for Aerospace Applications Workshop (CCAA), 28 juin 2017, Cleveland (United States of America). doi : 10.1109/CCAAW.2017.8001608. HAL : hal-01574551.
•  Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour & Atilla Baskurt (2017). "Triplet CNN and pedestrian attribute recognition for improved person re-identification". 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS 2017), 1 septembre 2017, Lecce (Italy). doi : 10.1109/AVSS.2017.8078542. HAL : hal-01625479. .
•  Nawel Medjkoune, Frédéric Armetta, Mathieu Lefort & Stefan Duffner (2017). "Autonomous object recognition in videos using Siamese Neural Networks". EUCognition Meeting (European Society for Cognitive Systems) on "Learning: Beyond Deep Neural Networks", 22 novembre 2017, Zurich (Switzerland), p. 4. HAL : hal-01630163. .
• National conferences with peer review (1)
•  Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour & Atilla Baskurt (2017). "Ré-identification de personne avec perte min-triplet". 16èmes Journées francophones des jeunes chercheurs en vision par ordinateur (ORASIS 2017), 16 juin 2017, Colleville-sur-Mer (France). HAL : hal-01625496. .
• 2016 (1)
• Conferences (1)
• International conferences with peer review (1)
•  Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner & Christophe Garcia (2016). "Polar Sine Based Siamese Neural Network for Gesture Recognition". International Conference on Artificial Neural Networks, 9 septembre 2016, Barcelona (Spain). doi : 10.1007/978-3-319-44781-0_48. HAL : hal-01369302. .
• 2015 (10)
• Journals (3)
• International journals with peer review (3)
•  Stefan Duffner & Christophe Garcia (2015). "Using discriminative motion context for on-line visual object tracking". IEEE Transactions on Circuits and Systems for Video Technology. doi : 10.1109/TCSVT.2015.2504739. HAL : hal-01340308. .
•  Stefan Duffner & Christophe Garcia (2015). "Visual Focus of Attention estimation with unsupervised incremental learning". IEEE Transactions on Circuits and Systems for Video Technology. doi : 10.1109/TCSVT.2015.2501920. HAL : hal-01153969. .
•  Lilei Zheng, Stefan Duffner, Khalid Idrissi, Christophe Garcia & Atilla Baskurt (2015). "Siamese Multi-layer Perceptrons for Dimensionality Reduction and Face Identification". Multimedia Tools and Applications,,. doi : 10.1007/s11042-015-2847-3. HAL : hal-01182273. .
• Conferences (7)
• International conferences with peer review (7)
•  Salma Moujtahid, Stefan Duffner & Atilla Baskurt (2015). "Coherent Selection of Independent Trackers for Real-time Object Tracking". International Conference on Computer Vision Theory and Applications (VISAPP), Berlin (Germany), pp. 584-592. HAL : hal-01161859. .
•  Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner & Christophe Garcia (2015). "Siamese Neural Network based Similarity Metric for Inertial Gesture Classification and Rejection". International Conference on Automatic Face and Gesture Recognition, 8 mai 2015, Ljubljana (Slovenia), pp. 1-6. doi : 10.1109/FG.2015.7163112. HAL : hal-01179993. .
•  Lilei Zheng, Khalid Idrissi, Christophe Garcia, Stefan Duffner & Atilla Baskurt (2015). "Logistic Similarity Metric Learning for Face Verification". 40th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2015, 24 avril 2015, Brisbane (Australia). HAL : hal-01158949. .
•  Jiwen Lu, Junlin Hu, Venice Erin Liong, Xiuzhuang Zhou, Andrea Bottino, Ihtesham Ul Islam, Tiago Figueiredo Vieira, Xiaoqian Qin, Xiaoyang Tan et al. (2015). "The FG 2015 Kinship Verification in the Wild Evaluation". 11th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2015), 8 mai 2015, Ljubljana (Slovenia). HAL : hal-01158942. .
•  Lilei Zheng, Khalid Idrissi, Christophe Garcia, Stefan Duffner & Atilla Baskurt (2015). "Triangular Similarity Metric Learning for Face Verification". 11th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2015), 8 mai 2015, Ljubljana (Slovenia). HAL : hal-01158908. .
•  Salma Moujtahid, Stefan Duffner & Atilla Baskurt (2015). "Classifying Global Scene Context for On-line Multiple Tracker Selection". British Machine Vision Conference (BMVC), 10 septembre 2015, Swansea (United Kingdom). HAL : hal-01208200. .
•  Matej Kristan, Jiri Matas, Aleš Leonardis, Michael Felsberg, Luka Cehovin, Gustavo Fernández, Tomas Vojir, Gustav Häger, Georg Nebehay et al. (2015). "The Visual Object Tracking VOT2015 Challenge Results". Visual Object Tracking Workshop 2015 at ICCV2015, 12 décembre 2015, Santiago (Chile). doi : 10.1109/ICCVW.2015.79. HAL : hal-01336773. .
• 2014 (6)
• Journals (2)
• International journals with peer review (2)
•  Stefan Duffner & Jean-Marc Odobez (2014). "Leveraging Colour Segmentation for Upper-Body Detection". Pattern Recognition, vol. 47, pp. 2222-2230. doi : 10.1016/j.patcog.2013.12.014. HAL : hal-01270720.
•  Toru Nakashika, Toshiya Yoshioka, Tetsuya Takiguchi, Yasuo Ariki, Stefan Duffner & Christophe Garcia (2014). "Convolutive Bottleneck Network with Dropout for Dysarthric Speech Recognition". Transactions on Machine Learning and Artificial Intelligence, vol. 2, pp. 1-15. doi : 10.14738/tmlai.22.150. HAL : hal-01301040. .
• Conferences (4)
• International conferences with peer review (4)
•  Toru Nakashika, Toshiya Yoshioka, Tetsuya Takiguchi, Yasuo Ariki, Stefan Duffner & Christophe Garcia (2014). "Dysarthric Speech Recognition Using a Convolutive Bottleneck Network". IEEE International Conference on Signal Processing (ICSP), 19 octobre 2014, HangZhou (China), pp. 505-509. HAL : hal-01301122.
•  Matej Kristan, Roman Pflugfelder, Ales Leonardis, Jiri Matas, Luka Cehovin, Georg Nebehay, Tomas Vojir, Gustavo Fernández, Alan Lukezic et al. (2014). "The Visual Object Tracking VOT2014 challenge results". Computer Vision - ECCV 2014 -Workshop on Visual Object Tracking Challenge (VOT2014), 6 septembre 2014, Zurich (Switzerland), pp. 1-27. doi : 10.1007/978-3-319-16181-5_14. HAL : hal-01301090. .
•  Stefan Duffner & Christophe Garcia (2014). "Exploiting contextual motion cues for visual object tracking". Workshop on Visual Object Tracking Challenge (VOT2014) - ECCV, 6 septembre 2014, Zurich (Switzerland), pp. 1-12. HAL : hal-01301089.
•  Stefan Duffner, Samuel Berlemont, Grégoire Lefebvre & Christophe Garcia (2014). "3D gesture classification with convolutional neural networks". International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 9 mai 2014, Florence (Italy), pp. 5432-5436. doi : 10.1109/ICASSP.2014.6854641. HAL : hal-01180542. .
• 2013 (3)
• Journals (1)
• International journals with peer review (1)
•  Petr Motlicek, Stefan Duffner, Danil Korchagin, Hervé Bourlard, Carl Scheffler, Jean-Marc Odobez, Giovanni Del Galdo, Markus Kallinger & Oliver Thiergart (2013). "Real-Time Audio-Visual Analysis for Multiperson Videoconferencing". Advances in Multimedia, vol. 2013, 175745:1-175745:21. doi : 10.1155/2013/175745. HAL : hal-01339256. .
• Conferences (2)
• International conferences with peer review (2)
•  Stefan Duffner & Christophe Garcia (2013). "Unsupervised Online Learning of Visual Focus of Attention". 10-th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS 2013), 27 août 2013, Krakow (Poland), pp. 25-30. HAL : hal-00976391. .
•  Stefan Duffner & Christophe Garcia (2013). "PixelTrack: a fast adaptive algorithm for tracking non-rigid objects". International Conference on Computer Vision (ICCV 2013), 1 décembre 2013, Sydney (Australia), pp. 2480-2487. HAL : hal-00976387. .