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Stefan Duffner
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2020 – today
- 2024
- [j23]Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Céline Robardet
:
On GNN explainability with activation rules. Data Min. Knowl. Discov. 38(5): 3227-3261 (2024) - [j22]Matthis Manthe, Stefan Duffner, Carole Lartizien
Federated brain tumor segmentation: An extensive benchmark. Medical Image Anal. 97: 103270 (2024) - [c52]Matthis Manthe
Deep Domain Isolation and Sample Clustered Federated Learning for Semantic Segmentation. ECML/PKDD (4) 2024: 369-385 - [i11]Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Céline Robardet:
On GNN explanability with activation rules. CoRR abs/2406.11594 (2024) - [i10]Aurélien Cecille, Stefan Duffner, Franck Davoine, Thibault Neveu, Rémi Agier:
GroCo: Ground Constraint for Metric Self-Supervised Monocular Depth. CoRR abs/2409.14850 (2024) - 2023
- [c51]Thibault Douzon, Stefan Duffner, Christophe Garcia, Jérémy Espinas:
Long-Range Transformer Architectures for Document Understanding. ICDAR Workshops (2) 2023: 47-64 - [c50]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 - [c49]Matthis Manthe, Stefan Duffner, Carole Lartizien:
Whole brain radiomics for clustered federated personalization in brain tumor segmentation. MIDL 2023: 957-977 - [c48]Eduardo Brandao
Is My Neural Net Driven by the MDL Principle? ECML/PKDD (2) 2023: 173-189 - [i9]Thibault Douzon, Stefan Duffner, Christophe Garcia, Jérémy Espinas:
Improving Information Extraction on Business Documents with Specific Pre-Training Tasks. CoRR abs/2309.05429 (2023) - [i8]Thibault Douzon, Stefan Duffner, Christophe Garcia, Jérémy Espinas:
Long-Range Transformer Architectures for Document Understanding. CoRR abs/2309.05503 (2023) - [i7]Matthis Manthe, Stefan Duffner, Carole Lartizien:
Whole-brain radiomics for clustered federated personalization in brain tumor segmentation. CoRR abs/2310.11480 (2023) - 2022
- [j21]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: 102097 (2022) - [j20]Eduardo Brandao
Learning PDE to Model Self-Organization of Matter. Entropy 24(8): 1096 (2022) - [j19]Nicolas Jacquelin, Romain Vuillemot, Stefan Duffner:
Periodicity counting in videos with unsupervised learning of cyclic embeddings. Pattern Recognit. Lett. 161: 59-66 (2022) - [c47]Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
RESIST: Robust Transformer for Unsupervised Time Series Anomaly Detection. AALTD@ECML/PKDD 2022: 66-82 - [c46]Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Robust Variational Autoencoders and Normalizing Flows for Unsupervised Network Anomaly Detection. AINA (2) 2022: 281-292 - [c45]Thibault Douzon, Stefan Duffner, Christophe Garcia, Jérémy Espinas:
Improving Information Extraction on Business Documents with Specific Pre-training Tasks. DAS 2022: 111-125 - [c44]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: 159-170 - [c43]Alexandre Devillers, Valentin Chaffraix, Frédéric Armetta, Stefan Duffner, Mathieu Lefort:
The Impact of Action in Visual Representation Learning. ICDL 2022: 30-35 - [c42]Nicolas Jacquelin, Romain Vuillemot, Stefan Duffner:
Efficient One-Shot Sports Field Image Registration with Arbitrary Keypoint Segmentation. ICIP 2022: 1771-1775 - [c41]Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Céline Robardet:
What Does My GNN Really Capture? On Exploring Internal GNN Representations. IJCAI 2022: 747-752 - [c40]Nicolas Jacquelin, Jaunet Théo, Romain Vuillemot, Stefan Duffner:
SwimTrack: Swimmers and Stroke Rate Detection in Elite Race Videos. MediaEval 2022 - [i6]Renato J. Cintra, Stefan Duffner, Christophe Garcia, André Leite:
Low-complexity Approximate Convolutional Neural Networks. CoRR abs/2208.00087 (2022) - 2021
- [j18]Yiqiang Chen, Stefan Duffner
List-wise learning-to-rank with convolutional neural networks for person re-identification. Mach. Vis. Appl. 32(2): 50 (2021) - [j17]Yongzhe Yan
2D Wasserstein loss for robust facial landmark detection. Pattern Recognit. 116: 107945 (2021) - [j16]Anthony Berthelier
Deep Model Compression and Architecture Optimization for Embedded Systems: A Survey. J. Signal Process. Syst. 93(8): 863-878 (2021) - [c39]Thomas Petit, Pierre Letessier, Stefan Duffner, Christophe Garcia:
Exploiting Visual Context to Identify People in TV Programs. CAIP (2) 2021: 220-230 - [c38]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: 455-469 - [c37]Ruiqi Dai, Mathieu Lefort, Frédéric Armetta, Mathieu Guillermin, Stefan Duffner:
Self-supervised Continual Learning for Object Recognition in Image Sequences. ICONIP (5) 2021: 239-247 - [c36]Ruiqi Dai, Mathieu Lefort
Novelty detection for unsupervised continual learning in image sequences. ICTAI 2021: 493-500 - [c35]Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Sequence Metric Learning as Synchronization of Recurrent Neural Networks. IJCNN 2021: 1-8 - [c34]Nicolas Jacquelin, Romain Vuillemot, Stefan Duffner:
Detecting Swimmers in Unconstrained Videos with Few Training Data. MLSA@PKDD/ECML 2021: 145-154 - [c33]Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
RADON: Robust Autoencoder for Unsupervised Anomaly Detection. SIN 2021: 1-8 - [p1]Stefan Duffner, Christophe Garcia, Khalid Idrissi, Atilla Baskurt:
Similarity Metric Learning. Multi-faceted Deep Learning 2021: 103-125 - 2020
- [j15]Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Learning personalized ADL recognition models from few raw data. Artif. Intell. Medicine 107: 101916 (2020) - [j14]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: 103036 (2020) - [j13]Yongzhe Yan
Two-stage human hair segmentation in the wild using deep shape prior. Pattern Recognit. Lett. 136: 293-300 (2020) - [c32]Naji Najari
Network Traffic Modeling For IoT-device Re-identification. COINS 2020: 1-6 - [c31]Anthony Berthelier, Yongzhe Yan
Learning Sparse Filters in Deep Convolutional Neural Networks with a l1/l2 Pseudo-Norm. ICPR Workshops (1) 2020: 662-676 - [c30]Stefan Duffner, Christophe Garcia:
Multiple Instance Learning for Training Neural Networks under Label Noise. IJCNN 2020: 1-7 - [c29]Thomas Petit, Pierre Letessier, Stefan Duffner, Christophe Garcia:
Unsupervised learning of co-occurrences for face images retrieval. MMAsia 2020: 12:1-12:7 - [i5]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 abs/2007.10022 (2020)
2010 – 2019
- 2019
- [b2]Stefan Duffner:
Weakly Supervised and On-line Machine Learning for Object Tracking and Recognition in Images and Videos. INSA de Lyon, France, 2019 - [c28]Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Personalized Posture and Fall Classification with Shallow Gated Recurrent Units. CBMS 2019: 114-119 - [c27]Paul Compagnon
Routine Modeling with Time Series Metric Learning. ICANN (2) 2019: 579-592 - [i4]Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Routine Modeling with Time Series Metric Learning. CoRR abs/1907.04666 (2019) - [i3]Yongzhe Yan, Stefan Duffner, Priyanka Phutane, Anthony Berthelier, Christophe Blanc, Christophe Garcia, Thierry Chateau:
2D Wasserstein Loss for Robust Facial Landmark Detection. CoRR abs/1911.10572 (2019) - [i2]Yongzhe Yan, Stefan Duffner, Priyanka Phutane, Anthony Berthelier, Christophe Blanc, Christophe Garcia, Thierry Chateau:
Facial Landmark Correlation Analysis. CoRR abs/1911.10576 (2019) - 2018
- [j12]Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Class-balanced siamese neural networks. Neurocomputing 273: 47-56 (2018) - [j11]Yiqiang Chen, Stefan Duffner, Andrei Stoian
Deep and low-level feature based attribute learning for person re-identification. Image Vis. Comput. 79: 25-34 (2018) - [j10]Lilei Zheng
Pairwise Identity Verification via Linear Concentrative Metric Learning. IEEE Trans. Cybern. 48(1): 324-335 (2018) - [j9]Renato J. Cintra
Low-Complexity Approximate Convolutional Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 29(12): 5981-5992 (2018) - [c26]Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt:
Person Re-Identification with a Body Orientation-Specific Convolutional Neural Network. ACIVS 2018: 26-37 - [c25]Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt:
Person Re-identification Using Group Context. ACIVS 2018: 392-401 - [c24]Yiqiang Chen, Stefan Duffner, Atilla Baskurt, Andrei Stoian, Jean-Yves Dufour:
Similarity Learning with Listwise Ranking for Person Re-Identification. ICIP 2018: 843-847 - [c23]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: 114-122 - 2017
- [j8]Stefan Duffner
Fast Pixelwise Adaptive Visual Tracking of Non-Rigid Objects. IEEE Trans. Image Process. 26(5): 2368-2380 (2017) - [c22]Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt:
Triplet CNN and pedestrian attribute recognition for improved person re-identification. AVSS 2017: 1-6 - 2016
- [j7]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): 5055-5073 (2016) - [j6]Stefan Duffner, Christophe Garcia:
Using Discriminative Motion Context for Online Visual Object Tracking. IEEE Trans. Circuits Syst. Video Technol. 26(12): 2215-2225 (2016) - [j5]Stefan Duffner
Visual Focus of Attention Estimation With Unsupervised Incremental Learning. IEEE Trans. Circuits Syst. Video Technol. 26(12): 2264-2272 (2016) - [c21]Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Polar Sine Based Siamese Neural Network for Gesture Recognition. ICANN (2) 2016: 406-414 - [i1]Lilei Zheng, Ying Zhang, Stefan Duffner, Khalid Idrissi, Christophe Garcia, Atilla Baskurt:
End-to-End Data Visualization by Metric Learning and Coordinate Transformation. CoRR abs/1612.08499 (2016) - 2015
- [c20]Salma Moujtahid, Stefan Duffner, Atilla Baskurt:
Classifying Global Scene Context for On-line Multiple Tracker Selection. BMVC 2015: 163.1-163.12 - [c19]Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Siamese neural network based similarity metric for inertial gesture classification and rejection. FG 2015: 1-6 - [c18]Jiwen Lu
The FG 2015 Kinship Verification in the Wild Evaluation. FG 2015: 1-7 - [c17]Lilei Zheng, Khalid Idrissi, Christophe Garcia, Stefan Duffner, Atilla Baskurt:
Triangular similarity metric learning for face verification. FG 2015: 1-7 - [c16]Lilei Zheng, Khalid Idrissi, Christophe Garcia, Stefan Duffner, Atilla Baskurt:
Logistic similarity metric learning for face verification. ICASSP 2015: 1951-1955 - [c15]Salma Moujtahid, Stefan Duffner, Atilla Baskurt:
Coherent Selection of Independent Trackers for Real-time Object Tracking. VISAPP (3) 2015: 584-592 - 2014
- [j4]Stefan Duffner
Leveraging colour segmentation for upper-body detection. Pattern Recognit. 47(6): 2222-2230 (2014) - [c14]Matej Kristan, Roman P. Pflugfelder, Ales Leonardis, Jiri Matas
The Visual Object Tracking VOT2014 Challenge Results. ECCV Workshops (2) 2014: 191-217 - [c13]Stefan Duffner, Christophe Garcia:
Exploiting Contextual Motion Cues for Visual Object Tracking. ECCV Workshops (2) 2014: 232-243 - [c12]Stefan Duffner, Samuel Berlemont, Grégoire Lefebvre, Christophe Garcia:
3D gesture classification with convolutional neural networks. ICASSP 2014: 5432-5436 - 2013
- [j3]Petr Motlícek
Real-Time Audio-Visual Analysis for Multiperson Videoconferencing. Adv. Multim. 2013: 175745:1-175745:21 (2013) - [j2]Stefan Duffner, Jean-Marc Odobez
Track Creation and Deletion Framework for Long-Term Online Multiface Tracking. IEEE Trans. Image Process. 22(1): 272-285 (2013) - [c11]Stefan Duffner, Christophe Garcia
Unsupervised online learning of visual focus of attention. AVSS 2013: 25-30 - [c10]Stefan Duffner, Christophe Garcia
PixelTrack: A Fast Adaptive Algorithm for Tracking Non-rigid Objects. ICCV 2013: 2480-2487 - 2012
- [c9]Danil Korchagin, Stefan Duffner, Petr Motlícek
Multimodal Cue Detection Engine for Orchestrated Entertainment. MMM 2012: 662-670 - 2011
- [c8]Stefan Duffner, Jean-Marc Odobez
Exploiting long-term observations for track creation and deletion in online multi-face tracking. FG 2011: 525-530 - [c7]Danil Korchagin, Petr Motlícek
Just-in-time multimodal association and fusion from home entertainment. ICME 2011: 1-5
2000 – 2009
- 2009
- [c6]Stefan Duffner, Jean-Marc Odobez
Dynamic Partitioned Sampling For Tracking With Discriminative Features. BMVC 2009: 1-11 - 2008
- [b1]Stefan Duffner:
Face image analysis with convolutional neural networks. University of Freiburg, 2008 - [c5]Stefan Duffner, Christophe Garcia:
Robust Face Alignment Using Convolutional Neural Networks. VISAPP (2) 2008: 30-37 - 2007
- [c4]Stefan Duffner, Christophe Garcia
Face recognition using non-linear image reconstruction. AVSS 2007: 459-464 - [c3]Stefan Duffner, Christophe Garcia
An Online Backpropagation Algorithm with Validation Error-Based Adaptive Learning Rate. ICANN (1) 2007: 249-258 - 2006
- [j1]Ariane Herbulot, Stéphanie Jehan-Besson
Segmentation of Vectorial Image Features Using Shape Gradients and Information Measures. J. Math. Imaging Vis. 25(3): 365-386 (2006) - [c2]Stefan Duffner, Christophe Garcia
A Neural Scheme for Robust Detection of Transparent Logos in TV Programs. ICANN (2) 2006: 14-23 - 2005
- [c1]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, Tom Griffiths, Frédéric Jurie, Daniel Keysers, Markus Koskela, Jorma Laaksonen
The 2005 PASCAL Visual Object Classes Challenge. MLCW 2005: 117-176
Coauthor Index
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last updated on 2024-11-07 21:37 CET by the dblp team
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