Stefan Duffner

99 papers A* 2A 3B 18C 1Misc 2Journal 42Unranked 28

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Bijective graph learning architecture with multi-level attributes interaction. Data Min. Knowl. Discov. Ikenna Oluigbo, Stefan Duffner, Kajal Eybpoosh, Catherine Pothier
2026	J	`jnl`	Growing Networks with Autonomous Pruning. CoRR Charles De Lambilly, Stefan Duffner
2026	J	`jnl`	RAViT: Resolution-Adaptive Vision Transformer. CoRR Martial Guidez, Stefan Duffner, Christophe Garcia
2025	J	`jnl`	An automatic inspection system for the detection of tire surface defects and their severity classification through a two-stage multimodal deep learning approach. J. Intell. Manuf. Thomas Mignot, François Ponchon, Alexandre Derville, Stefan Duffner, Christophe Garcia
2025	B	`conf`	DML Mask R-CNN: addressing Dependent Multi-Label defect detection with severity estimation in manufacturing. IJCNN Thomas Mignot, François Ponchon, Alexandre Derville, Stefan Duffner, Christophe Garcia
2025	J	`jnl`	ERDE: Entropy-Regularized Distillation for Early-exit. CoRR Martial Guidez, Stefan Duffner, Yannick Alpou, Oscar Röth, Christophe Garcia
2025	J	`jnl`	Towards Sharper Object Boundaries in Self-Supervised Depth Estimation. CoRR Aurélien Cecille, Stefan Duffner, Franck Davoine, Rémi Agier, Thibault Neveu
2024	—	`conf`	Deep Domain Isolation and Sample Clustered Federated Learning for Semantic Segmentation. ECML/PKDD (4) Matthis Manthe, Carole Lartizien, Stefan Duffner
2024	J	`jnl`	Deep Domain Isolation and Sample Clustered Federated Learning for Semantic Segmentation. CoRR Matthis Manthe, Carole Lartizien, Stefan Duffner
2024	J	`jnl`	Federated brain tumor segmentation: An extensive benchmark. Medical Image Anal. Matthis Manthe, Stefan Duffner, Carole Lartizien
2024	J	`jnl`	Federated brain tumor segmentation: an extensive benchmark. CoRR Matthis Manthe, Stefan Duffner, Carole Lartizien
2024	J	`jnl`	GroCo: Ground Constraint for Metric Self-Supervised Monocular Depth. CoRR Aurélien Cecille, Stefan Duffner, Franck Davoine, Thibault Neveu, Rémi Agier
2024	—	`conf`	GroCo: Ground Constraint for Metric Self-supervised Monocular Depth. ECCV (87) Aurélien Cecille, Stefan Duffner, Franck Davoine, Thibault Neveu, Rémi Agier
2024	J	`jnl`	On GNN explainability with activation rules. Data Min. Knowl. Discov. Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Céline Robardet
2024	J	`jnl`	On GNN explanability with activation rules. CoRR Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Céline Robardet
2023	J	`jnl`	Improving Information Extraction on Business Documents with Specific Pre-Training Tasks. CoRR Thibault Douzon, Stefan Duffner, Christophe Garcia, Jérémy Espinas
2023	—	`conf`	Is My Neural Net Driven by the MDL Principle? ECML/PKDD (2) Eduardo Brandao, Stefan Duffner, Rémi Emonet, Amaury Habrard, François Jacquenet, Marc Sebban
2023	—	`conf`	Long-Range Transformer Architectures for Document Understanding. ICDAR Workshops (2) Thibault Douzon, Stefan Duffner, Christophe Garcia, Jérémy Espinas
2023	J	`jnl`	Long-Range Transformer Architectures for Document Understanding. CoRR Thibault Douzon, Stefan Duffner, Christophe Garcia, Jérémy Espinas
2023	—	`conf`	SportsVideo: A Multimedia Dataset for Sports Event and Position Detection in Table Tennis and Swimming. MediaEval Aymeric Erades, Pierre-Etienne Martin, Romain Vuillemot, Boris Mansencal, Renaud Péteri, Julien Morlier, Stefan Duffner, Jenny Benois-Pineau
2023	—	`conf`	Whole brain radiomics for clustered federated personalization in brain tumor segmentation. MIDL Matthis Manthe, Stefan Duffner, Carole Lartizien
2023	J	`jnl`	Whole-brain radiomics for clustered federated personalization in brain tumor segmentation. CoRR Matthis Manthe, Stefan Duffner, Carole Lartizien
2022	B	`conf`	Efficient One-Shot Sports Field Image Registration with Arbitrary Keypoint Segmentation. ICIP Nicolas Jacquelin, Romain Vuillemot, Stefan Duffner
2022	B	`conf`	Improving Information Extraction on Business Documents with Specific Pre-training Tasks. DAS Thibault Douzon, Stefan Duffner, Christophe Garcia, Jérémy Espinas
2022	J	`jnl`	In pursuit of the hidden features of GNN's internal representations. Data Knowl. Eng. Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Céline Robardet
2022	J	`jnl`	Learning PDE to Model Self-Organization of Matter. Entropy Eduardo Brandao, Jean-Philippe Colombier, Stefan Duffner, Rémi Emonet, Florence Garrelie, Amaury Habrard, François Jacquenet, Anthony Nakhoul, Marc Sebban
2022	J	`jnl`	Low-complexity Approximate Convolutional Neural Networks. CoRR Renato J. Cintra, Stefan Duffner, Christophe Garcia, André Leite
2022	J	`jnl`	Periodicity counting in videos with unsupervised learning of cyclic embeddings. Pattern Recognit. Lett. Nicolas Jacquelin, Romain Vuillemot, Stefan Duffner
2022	—	`conf`	Qu'est-ce que mon GNN capture vraiment ? Exploration des représentations internes d'un GNN. EGC Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Céline Robardet
2022	—	`conf`	RESIST: Robust Transformer for Unsupervised Time Series Anomaly Detection. AALTD@ECML/PKDD Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
2022	—	`conf`	Robust Variational Autoencoders and Normalizing Flows for Unsupervised Network Anomaly Detection. AINA (2) Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
2022	—	`conf`	SwimTrack: Swimmers and Stroke Rate Detection in Elite Race Videos. MediaEval Nicolas Jacquelin, Jaunet Théo, Romain Vuillemot, Stefan Duffner
2022	—	`conf`	The Impact of Action in Visual Representation Learning. ICDL Alexandre Devillers, Valentin Chaffraix, Frédéric Armetta, Stefan Duffner, Mathieu Lefort
2022	A*	`conf`	What Does My GNN Really Capture? On Exploring Internal GNN Representations. IJCAI Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Céline Robardet
2021	J	`jnl`	2D Wasserstein loss for robust facial landmark detection. Pattern Recognit. Yongzhe Yan, Stefan Duffner, Priyanka Phutane, Anthony Berthelier, Christophe Blanc, Christophe Garcia, Thierry Chateau
2021	—	`conf`	Data-Efficient Information Extraction from Documents with Pre-trained Language Models. ICDAR Workshops (2) Clément Sage, Thibault Douzon, Alex Aussem, Véronique Eglin, Haytham Elghazel, Stefan Duffner, Christophe Garcia, Jérémy Espinas
2021	J	`jnl`	Deep Model Compression and Architecture Optimization for Embedded Systems: A Survey. J. Signal Process. Syst. Anthony Berthelier, Thierry Chateau, Stefan Duffner, Christophe Garcia, Christophe Blanc
2021	—	`conf`	Detecting Swimmers in Unconstrained Videos with Few Training Data. MLSA@PKDD/ECML Nicolas Jacquelin, Romain Vuillemot, Stefan Duffner
2021	—	`conf`	Exploiting Visual Context to Identify People in TV Programs. CAIP (2) Thomas Petit, Pierre Letessier, Stefan Duffner, Christophe Garcia
2021	J	`jnl`	List-wise learning-to-rank with convolutional neural networks for person re-identification. Mach. Vis. Appl. Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt
2021	B	`conf`	Novelty detection for unsupervised continual learning in image sequences. ICTAI Ruiqi Dai, Mathieu Lefort, Frédéric Armetta, Mathieu Guillermin, Stefan Duffner
2021	C	`conf`	RADON: Robust Autoencoder for Unsupervised Anomaly Detection. SIN Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
2021	—	`conf`	Self-supervised Continual Learning for Object Recognition in Image Sequences. ICONIP (5) Ruiqi Dai, Mathieu Lefort, Frédéric Armetta, Mathieu Guillermin, Stefan Duffner
2021	B	`conf`	Sequence Metric Learning as Synchronization of Recurrent Neural Networks. IJCNN Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
2021	—	`ch.`	Similarity Metric Learning. Multi-faceted Deep Learning Stefan Duffner, Christophe Garcia, Khalid Idrissi, Atilla Baskurt
2020	J	`jnl`	Fine-grained facial landmark detection exploiting intermediate feature representations. Comput. Vis. Image Underst. Yongzhe Yan, Stefan Duffner, Priyanka Phutane, Anthony Berthelier, Xavier Naturel, Christophe Blanc, Christophe Garcia, Thierry Chateau
2020	—	`conf`	Learning Sparse Filters in Deep Convolutional Neural Networks with a l ICPR Workshops (1) Anthony Berthelier, Yongzhe Yan, Thierry Chateau, Christophe Blanc, Stefan Duffner, Christophe Garcia
2020	J	`jnl`	Learning Sparse Filters in Deep Convolutional Neural Networks with a l1/l2 Pseudo-Norm. CoRR Anthony Berthelier, Yongzhe Yan, Thierry Chateau, Christophe Blanc, Stefan Duffner, Christophe Garcia
2020	J	`jnl`	Learning personalized ADL recognition models from few raw data. Artif. Intell. Medicine Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
2020	B	`conf`	Multiple Instance Learning for Training Neural Networks under Label Noise. IJCNN Stefan Duffner, Christophe Garcia
2020	—	`conf`	Network Traffic Modeling For IoT-device Re-identification. COINS Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
2020	J	`jnl`	Two-stage human hair segmentation in the wild using deep shape prior. Pattern Recognit. Lett. Yongzhe Yan, Stefan Duffner, Xavier Naturel, Anthony Berthelier, Christophe Garcia, Christophe Blanc, Thierry Chateau
2020	—	`conf`	Unsupervised learning of co-occurrences for face images retrieval. MMAsia Thomas Petit, Pierre Letessier, Stefan Duffner, Christophe Garcia
2019	J	`jnl`	2D Wasserstein Loss for Robust Facial Landmark Detection. CoRR Yongzhe Yan, Stefan Duffner, Priyanka Phutane, Anthony Berthelier, Christophe Blanc, Christophe Garcia, Thierry Chateau
2019	J	`jnl`	Facial Landmark Correlation Analysis. CoRR Yongzhe Yan, Stefan Duffner, Priyanka Phutane, Anthony Berthelier, Christophe Blanc, Christophe Garcia, Thierry Chateau
2019	B	`conf`	Personalized Posture and Fall Classification with Shallow Gated Recurrent Units. CBMS Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
2019	—	`conf`	Routine Modeling with Time Series Metric Learning. ICANN (2) Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
2019	J	`jnl`	Routine Modeling with Time Series Metric Learning. CoRR Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
2019	—	`book`	Weakly Supervised and On-line Machine Learning for Object Tracking and Recognition in Images and Videos. Stefan Duffner
2018	J	`jnl`	Class-balanced siamese neural networks. Neurocomputing Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
2018	J	`jnl`	Deep and low-level feature based attribute learning for person re-identification. Image Vis. Comput. Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt
2018	J	`jnl`	Low-Complexity Approximate Convolutional Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Renato J. Cintra, Stefan Duffner, Christophe Garcia, André Leite
2018	J	`jnl`	Pairwise Identity Verification via Linear Concentrative Metric Learning. IEEE Trans. Cybern. Lilei Zheng, Stefan Duffner, Khalid Idrissi, Christophe Garcia, Atilla Baskurt
2018	—	`conf`	Pedestrian Attribute Recognition with Part-based CNN and Combined Feature Representations. VISIGRAPP (5: VISAPP) Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt
2018	B	`conf`	Person Re-Identification with a Body Orientation-Specific Convolutional Neural Network. ACIVS Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt
2018	B	`conf`	Person Re-identification Using Group Context. ACIVS Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt
2018	B	`conf`	Similarity Learning with Listwise Ranking for Person Re-Identification. ICIP Yiqiang Chen, Stefan Duffner, Atilla Baskurt, Andrei Stoian, Jean-Yves Dufour
2017	J	`jnl`	Fast Pixelwise Adaptive Visual Tracking of Non-Rigid Objects. IEEE Trans. Image Process. Stefan Duffner, Christophe Garcia
2017	B	`conf`	Triplet CNN and pedestrian attribute recognition for improved person re-identification. AVSS Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt
2016	J	`jnl`	End-to-End Data Visualization by Metric Learning and Coordinate Transformation. CoRR Lilei Zheng, Ying Zhang, Stefan Duffner, Khalid Idrissi, Christophe Garcia, Atilla Baskurt
2016	—	`conf`	Polar Sine Based Siamese Neural Network for Gesture Recognition. ICANN (2) Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
2016	J	`jnl`	Siamese multi-layer perceptrons for dimensionality reduction and face identification. Multim. Tools Appl. Lilei Zheng, Stefan Duffner, Khalid Idrissi, Christophe Garcia, Atilla Baskurt
2016	J	`jnl`	Using Discriminative Motion Context for Online Visual Object Tracking. IEEE Trans. Circuits Syst. Video Technol. Stefan Duffner, Christophe Garcia
2016	J	`jnl`	Visual Focus of Attention Estimation With Unsupervised Incremental Learning. IEEE Trans. Circuits Syst. Video Technol. Stefan Duffner, Christophe Garcia
2015	A	`conf`	Classifying Global Scene Context for On-line Multiple Tracker Selection. BMVC Salma Moujtahid, Stefan Duffner, Atilla Baskurt
2015	—	`conf`	Coherent Selection of Independent Trackers for Real-time Object Tracking. VISAPP (3) Salma Moujtahid, Stefan Duffner, Atilla Baskurt
2015	Misc	`conf`	Logistic similarity metric learning for face verification. ICASSP Lilei Zheng, Khalid Idrissi, Christophe Garcia, Stefan Duffner, Atilla Baskurt
2015	B	`conf`	Siamese neural network based similarity metric for inertial gesture classification and rejection. FG Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
2015	B	`conf`	The FG 2015 Kinship Verification in the Wild Evaluation. FG 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
2015	B	`conf`	Triangular similarity metric learning for face verification. FG Lilei Zheng, Khalid Idrissi, Christophe Garcia, Stefan Duffner, Atilla Baskurt
2014	Misc	`conf`	3D gesture classification with convolutional neural networks. ICASSP Stefan Duffner, Samuel Berlemont, Grégoire Lefebvre, Christophe Garcia
2014	—	`conf`	Exploiting Contextual Motion Cues for Visual Object Tracking. ECCV Workshops (2) Stefan Duffner, Christophe Garcia
2014	J	`jnl`	Leveraging colour segmentation for upper-body detection. Pattern Recognit. Stefan Duffner, Jean-Marc Odobez
2014	—	`conf`	The Visual Object Tracking VOT2014 Challenge Results. ECCV Workshops (2) 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, Jinwoo 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
2013	A*	`conf`	PixelTrack: A Fast Adaptive Algorithm for Tracking Non-rigid Objects. ICCV Stefan Duffner, Christophe Garcia
2013	J	`jnl`	Real-Time Audio-Visual Analysis for Multiperson Videoconferencing. Adv. Multim. Petr Motlícek, Stefan Duffner, Danil Korchagin, Hervé Bourlard, Carl Scheffler, Jean-Marc Odobez, Giovanni Del Galdo, Markus Kallinger, Oliver Thiergart
2013	J	`jnl`	Track Creation and Deletion Framework for Long-Term Online Multiface Tracking. IEEE Trans. Image Process. Stefan Duffner, Jean-Marc Odobez
2013	B	`conf`	Unsupervised online learning of visual focus of attention. AVSS Stefan Duffner, Christophe Garcia
2012	B	`conf`	Multimodal Cue Detection Engine for Orchestrated Entertainment. MMM Danil Korchagin, Stefan Duffner, Petr Motlícek, Carl Scheffler
2011	B	`conf`	Exploiting long-term observations for track creation and deletion in online multi-face tracking. FG Stefan Duffner, Jean-Marc Odobez
2011	A	`conf`	Just-in-time multimodal association and fusion from home entertainment. ICME Danil Korchagin, Petr Motlícek, Stefan Duffner, Hervé Bourlard
2009	A	`conf`	Dynamic Partitioned Sampling For Tracking With Discriminative Features. BMVC Stefan Duffner, Jean-Marc Odobez, Elisa Ricci
2008	—	`—`	Face image analysis with convolutional neural networks. Stefan Duffner
2008	—	`conf`	Robust Face Alignment Using Convolutional Neural Networks. VISAPP (2) Stefan Duffner, Christophe Garcia
2007	—	`conf`	An Online Backpropagation Algorithm with Validation Error-Based Adaptive Learning Rate. ICANN (1) Stefan Duffner, Christophe Garcia
2007	B	`conf`	Face recognition using non-linear image reconstruction. AVSS Stefan Duffner, Christophe Garcia
2006	—	`conf`	A Neural Scheme for Robust Detection of Transparent Logos in TV Programs. ICANN (2) Stefan Duffner, Christophe Garcia
2006	J	`jnl`	Segmentation of Vectorial Image Features Using Shape Gradients and Information Measures. J. Math. Imaging Vis. Ariane Herbulot, Stéphanie Jehan-Besson, Stefan Duffner, Michel Barlaud, Gilles Aubert
2005	—	`conf`	The 2005 PASCAL Visual Object Classes Challenge. MLCW 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, 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