Stefan Duffner

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 59

Top Venues

CoRR

IEEE Trans. Circuits Syst. Video Technol.

ACIVS

University of Freiburg (PHD)

Education History

University of Freiburg

PHD

Publications

Matthis Manthe, Stefan Duffner, Carole Lartizien
Federated brain tumor segmentation: An extensive benchmark. Medical Image Anal. 97 (2024)
Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Céline Robardet
On GNN explanability with activation rules. CoRR (2024)
Matthis Manthe, Stefan Duffner, Carole Lartizien
Whole-brain radiomics for clustered federated personalization in brain tumor segmentation. CoRR (2023)
Aymeric Erades, Pierre-Etienne Martin, Romain Vuillemot, Boris Mansencal, Renaud Péteri, Julien Morlier, Stefan Duffner, Jenny Benois-Pineau
SportsVideo: A Multimedia Dataset for Sports Event and Position Detection in Table Tennis and Swimming. MediaEval (2023)
Eduardo Brandao, Stefan Duffner, Rémi Emonet, Amaury Habrard, François Jacquenet, Marc Sebban
Is My Neural Net Driven by the MDL Principle? ECML/PKDD (2) (2023)
Matthis Manthe, Stefan Duffner, Carole Lartizien
Whole brain radiomics for clustered federated personalization in brain tumor segmentation. MIDL (2023)
Thibault Douzon, Stefan Duffner, Christophe Garcia, Jérémy Espinas
Long-Range Transformer Architectures for Document Understanding. ICDAR Workshops (2) (2023)
Thibault Douzon, Stefan Duffner, Christophe Garcia, Jérémy Espinas
Improving Information Extraction on Business Documents with Specific Pre-Training Tasks. CoRR (2023)
Thibault Douzon, Stefan Duffner, Christophe Garcia, Jérémy Espinas
Long-Range Transformer Architectures for Document Understanding. CoRR (2023)
Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Céline Robardet
Qu'est-ce que mon GNN capture vraiment ? Exploration des représentations internes d'un GNN. EGC (2022)
Nicolas Jacquelin, Romain Vuillemot, Stefan Duffner
Periodicity counting in videos with unsupervised learning of cyclic embeddings. Pattern Recognit. Lett. 161 (2022)
Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
Robust Variational Autoencoders and Normalizing Flows for Unsupervised Network Anomaly Detection. AINA (2) (2022)
Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
RESIST: Robust Transformer for Unsupervised Time Series Anomaly Detection. AALTD@ECML/PKDD (2022)
Nicolas Jacquelin, Romain Vuillemot, Stefan Duffner
Efficient One-Shot Sports Field Image Registration with Arbitrary Keypoint Segmentation. ICIP (2022)
Renato J. Cintra, Stefan Duffner, C. Garcia, A. Leite
Low-complexity Approximate Convolutional Neural Networks. CoRR (2022)
Alexandre Devillers, Valentin Chaffraix, Frédéric Armetta, Stefan Duffner, Mathieu Lefort
The Impact of Action in Visual Representation Learning. ICDL (2022)
Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Céline Robardet
In pursuit of the hidden features of GNN's internal representations. Data Knowl. Eng. 142 (2022)
Thibault Douzon, Stefan Duffner, Christophe Garcia, Jérémy Espinas
Improving Information Extraction on Business Documents with Specific Pre-training Tasks. DAS (2022)
Eduardo Brandao, Jean-Philippe Colombier, Stefan Duffner, Rémi Emonet, Florence Garrelie, Amaury Habrard, François Jacquenet, Anthony Nakhoul, Marc Sebban
Learning PDE to Model Self-Organization of Matter. Entropy 24 (8) (2022)
Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Céline Robardet
What Does My GNN Really Capture? On Exploring Internal GNN Representations. IJCAI (2022)
Nicolas Jacquelin, Jaunet Théo, Romain Vuillemot, Stefan Duffner
SwimTrack: Swimmers and Stroke Rate Detection in Elite Race Videos. MediaEval (2022)
Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
Sequence Metric Learning as Synchronization of Recurrent Neural Networks. IJCNN (2021)
Ruiqi Dai, Mathieu Lefort, Frédéric Armetta, Mathieu Guillermin, Stefan Duffner
Self-supervised Continual Learning for Object Recognition in Image Sequences. ICONIP (5) (2021)
Ruiqi Dai, Mathieu Lefort, Frédéric Armetta, Mathieu Guillermin, Stefan Duffner
Novelty detection for unsupervised continual learning in image sequences. ICTAI (2021)
Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
RADON: Robust Autoencoder for Unsupervised Anomaly Detection. SIN (2021)
Nicolas Jacquelin, Romain Vuillemot, Stefan Duffner
Detecting Swimmers in Unconstrained Videos with Few Training Data. MLSA@PKDD/ECML (2021)
Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt
List-wise learning-to-rank with convolutional neural networks for person re-identification. Mach. Vis. Appl. 32 (2) (2021)
Anthony Berthelier, Thierry Chateau, Stefan Duffner, Christophe Garcia, Christophe Blanc
Deep Model Compression and Architecture Optimization for Embedded Systems: A Survey. J. Signal Process. Syst. 93 (8) (2021)
Yongzhe Yan, Stefan Duffner, Priyanka Phutane, Anthony Berthelier, Christophe Blanc, Christophe Garcia, Thierry Chateau
2D Wasserstein loss for robust facial landmark detection. Pattern Recognit. 116 (2021)
Clément Sage, Thibault Douzon, Alex Aussem, Véronique Eglin, Haytham Elghazel, Stefan Duffner, Christophe Garcia, Jérémy Espinas
Data-Efficient Information Extraction from Documents with Pre-trained Language Models. ICDAR Workshops (2) (2021)
Thomas Petit, Pierre Letessier, Stefan Duffner, Christophe Garcia
Exploiting Visual Context to Identify People in TV Programs. CAIP (2) (2021)
Anthony Berthelier, Yongzhe Yan, Thierry Chateau, Christophe Blanc, Stefan Duffner, Christophe Garcia
Pseudo-Norm. ICPR Workshops (1) (2020)
Thomas Petit, Pierre Letessier, Stefan Duffner, Christophe Garcia
Unsupervised learning of co-occurrences for face images retrieval. MMAsia (2020)
Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
Learning personalized ADL recognition models from few raw data. Artif. Intell. Medicine 107 (2020)
Yongzhe Yan, Stefan Duffner, Xavier Naturel, Anthony Berthelier, Christophe Garcia, Christophe Blanc, Thierry Chateau
Two-stage human hair segmentation in the wild using deep shape prior. Pattern Recognit. Lett. 136 (2020)
Anthony Berthelier, Yongzhe Yan, Thierry Chateau, Christophe Blanc, Stefan Duffner, Christophe Garcia
Learning Sparse Filters in Deep Convolutional Neural Networks with a l1/l2 Pseudo-Norm. CoRR (2020)
Yongzhe Yan, Stefan Duffner, Priyanka Phutane, Anthony Berthelier, Xavier Naturel, Christophe Blanc, Christophe Garcia, Thierry Chateau
Fine-grained facial landmark detection exploiting intermediate feature representations. Comput. Vis. Image Underst. 200 (2020)
Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
Network Traffic Modeling For IoT-device Re-identification. COINS (2020)
Stefan Duffner, Christophe Garcia
Multiple Instance Learning for Training Neural Networks under Label Noise. IJCNN (2020)
Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
Personalized Posture and Fall Classification with Shallow Gated Recurrent Units. CBMS (2019)
Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
Routine Modeling with Time Series Metric Learning. CoRR (2019)
Yongzhe Yan, Stefan Duffner, Priyanka Phutane, Anthony Berthelier, Christophe Blanc, Christophe Garcia, Thierry Chateau
Facial Landmark Correlation Analysis. CoRR (2019)
Yongzhe Yan, Stefan Duffner, Priyanka Phutane, Anthony Berthelier, Christophe Blanc, Christophe Garcia, Thierry Chateau
2D Wasserstein Loss for Robust Facial Landmark Detection. CoRR (2019)
Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
Routine Modeling with Time Series Metric Learning. ICANN (2) (2019)
Yiqiang Chen, Stefan Duffner, Atilla Baskurt, Andrei Stoian, Jean-Yves Dufour
Similarity Learning with Listwise Ranking for Person Re-Identification. ICIP (2018)
Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt
Person Re-identification Using Group Context. ACIVS (2018)
Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt
Deep and low-level feature based attribute learning for person re-identification. Image Vis. Comput. 79 (2018)
Lilei Zheng, Stefan Duffner, Khalid Idrissi, Christophe Garcia, Atilla Baskurt
Pairwise Identity Verification via Linear Concentrative Metric Learning. IEEE Trans. Cybern. 48 (1) (2018)
Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt
Person Re-Identification with a Body Orientation-Specific Convolutional Neural Network. ACIVS (2018)
Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
Class-balanced siamese neural networks. Neurocomputing 273 (2018)
Renato J. Cintra, Stefan Duffner, Christophe Garcia, André Leite
Low-Complexity Approximate Convolutional Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 29 (12) (2018)
Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt
Pedestrian Attribute Recognition with Part-based CNN and Combined Feature Representations. VISIGRAPP (5: VISAPP) (2018)
Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt
Triplet CNN and pedestrian attribute recognition for improved person re-identification. AVSS (2017)
Stefan Duffner, Christophe Garcia
Fast Pixelwise Adaptive Visual Tracking of Non-Rigid Objects. IEEE Trans. Image Process. 26 (5) (2017)
Stefan Duffner, Christophe Garcia
Visual Focus of Attention Estimation With Unsupervised Incremental Learning. IEEE Trans. Circuits Syst. Video Technol. 26 (12) (2016)
Lilei Zheng, Stefan Duffner, Khalid Idrissi, Christophe Garcia, Atilla Baskurt
Siamese multi-layer perceptrons for dimensionality reduction and face identification. Multim. Tools Appl. 75 (9) (2016)
Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
Polar Sine Based Siamese Neural Network for Gesture Recognition. ICANN (2) (2016)
Lilei Zheng, Ying Zhang, Stefan Duffner, Khalid Idrissi, Christophe Garcia, Atilla Baskurt
End-to-End Data Visualization by Metric Learning and Coordinate Transformation. CoRR (2016)
Stefan Duffner, Christophe Garcia
Using Discriminative Motion Context for Online Visual Object Tracking. IEEE Trans. Circuits Syst. Video Technol. 26 (12) (2016)
Lilei Zheng, Khalid Idrissi, Christophe Garcia, Stefan Duffner, Atilla Baskurt
Triangular similarity metric learning for face verification. FG (2015)
Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
Siamese neural network based similarity metric for inertial gesture classification and rejection. FG (2015)
Lilei Zheng, Khalid Idrissi, Christophe Garcia, Stefan Duffner, Atilla Baskurt
Logistic similarity metric learning for face verification. ICASSP (2015)
Jiwen Lu, Junlin Hu, Venice Erin Liong, Xiuzhuang Zhou, Andrea Bottino, Ihtesham Ul Islam, Tiago Figueiredo Vieira, Xiaoqian Qin, Xiaoyang Tan, Songcan Chen, Shahar Mahpod, Yosi Keller, Lilei Zheng, Khalid Idrissi, Christophe Garcia, Stefan Duffner, Atilla Baskurt, Modesto Castrillón Santana, Javier Lorenzo-Navarro
The FG 2015 Kinship Verification in the Wild Evaluation. FG (2015)
Salma Moujtahid, Stefan Duffner, Atilla Baskurt
Coherent Selection of Independent Trackers for Real-time Object Tracking. VISAPP (3) (2015)
Salma Moujtahid, Stefan Duffner, Atilla Baskurt
Classifying Global Scene Context for On-line Multiple Tracker Selection. BMVC (2015)
Stefan Duffner, Christophe Garcia
Exploiting Contextual Motion Cues for Visual Object Tracking. ECCV Workshops (2) (2014)
Matej Kristan, Roman P. Pflugfelder, Ales Leonardis, Jiri Matas, Luka Cehovin, Georg Nebehay, Tomás Vojír, Gustavo Fernández, Alan Lukezic, Aleksandar Dimitriev, Alfredo Petrosino, Amir Saffari, Bo Li, Bohyung Han, Cherkeng Heng, Christophe Garcia, Dominik Pangersic, Gustav Häger, Fahad Shahbaz Khan, Franci Oven, Horst Possegger, Horst Bischof, Hyeonseob Nam, Jianke Zhu, Jijia Li, Jin Young Choi, Jin-Woo Choi, João F. Henriques, Joost van de Weijer, Jorge Batista, Karel Lebeda, Kristoffer Öfjäll, Kwang Moo Yi, Lei Qin, Longyin Wen, Mario Edoardo Maresca, Martin Danelljan, Michael Felsberg, Ming-Ming Cheng, Philip H. S. Torr, Qingming Huang, Richard Bowden, Sam Hare, Samantha YueYing Lim, Seunghoon Hong, Shengcai Liao, Simon Hadfield, Stan Z. Li, Stefan Duffner, Stuart Golodetz, Thomas Mauthner, Vibhav Vineet, Weiyao Lin, Yang Li, Yuankai Qi, Zhen Lei, Zhi Heng Niu
The Visual Object Tracking VOT2014 Challenge Results. ECCV Workshops (2) (2014)
Stefan Duffner, Samuel Berlemont, Grégoire Lefebvre, Christophe Garcia
3D gesture classification with convolutional neural networks. ICASSP (2014)
Stefan Duffner, Jean-Marc Odobez
Leveraging colour segmentation for upper-body detection. Pattern Recognit. 47 (6) (2014)
Stefan Duffner, Christophe Garcia
PixelTrack: A Fast Adaptive Algorithm for Tracking Non-rigid Objects. ICCV (2013)
Petr Motlícek, Stefan Duffner, Danil Korchagin, Hervé Bourlard, Carl Scheffler, Jean-Marc Odobez, Giovanni Del Galdo, Markus Kallinger, Oliver Thiergart
Real-Time Audio-Visual Analysis for Multiperson Videoconferencing. Adv. Multim. 2013 (2013)
Stefan Duffner, Jean-Marc Odobez
Track Creation and Deletion Framework for Long-Term Online Multiface Tracking. IEEE Trans. Image Process. 22 (1) (2013)
Stefan Duffner, Christophe Garcia
Unsupervised online learning of visual focus of attention. AVSS (2013)
Danil Korchagin, Stefan Duffner, Petr Motlícek, Carl Scheffler
Multimodal Cue Detection Engine for Orchestrated Entertainment. MMM (2012)
Stefan Duffner, Jean-Marc Odobez
Exploiting long-term observations for track creation and deletion in online multi-face tracking. FG (2011)
Danil Korchagin, Petr Motlícek, Stefan Duffner, Hervé Bourlard
Just-in-time multimodal association and fusion from home entertainment. ICME (2011)
Stefan Duffner, Jean-Marc Odobez, Elisa Ricci
Dynamic Partitioned Sampling For Tracking With Discriminative Features. BMVC (2009)
Stefan Duffner, Christophe Garcia
Robust Face Alignment Using Convolutional Neural Networks. VISAPP (2) (2008)
Stefan Duffner, Christophe Garcia
Face recognition using non-linear image reconstruction. AVSS (2007)
Stefan Duffner, Christophe Garcia
An Online Backpropagation Algorithm with Validation Error-Based Adaptive Learning Rate. ICANN (1) (2007)
Stefan Duffner, Christophe Garcia
A Neural Scheme for Robust Detection of Transparent Logos in TV Programs. ICANN (2) (2006)
Ariane Herbulot, Stéphanie Jehan-Besson, Stefan Duffner, Michel Barlaud, Gilles Aubert
Segmentation of Vectorial Image Features Using Shape Gradients and Information Measures. J. Math. Imaging Vis. 25 (3) (2006)
Mark Everingham, Andrew Zisserman, Christopher K. I. Williams, Luc Van Gool, Moray Allan, Christopher M. Bishop, Olivier Chapelle, Navneet Dalal, Thomas Deselaers, Gyuri Dorkó, Stefan Duffner, Jan Eichhorn, Jason D. R. Farquhar, Mario Fritz, Christophe Garcia, Thomas L. Griffiths, Frédéric Jurie, Daniel Keysers, Markus Koskela, Jorma Laaksonen, Diane Larlus, Bastian Leibe, Hongying Meng, Hermann Ney, Bernt Schiele, Cordelia Schmid, Edgar Seemann, John Shawe-Taylor, Amos J. Storkey, Sándor Szedmák, Bill Triggs, Ilkay Ulusoy, Ville Viitaniemi, Jianguo Zhang
The 2005 PASCAL Visual Object Classes Challenge. MLCW (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Stefan Duffner