The 2005 PASCAL Visual Object Classes Challenge. - 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; et al. (MLCW, 2005)

A Neural Scheme for Robust Detection of Transparent Logos in TV Programs. - Stefan Duffner; Christophe Garcia (ICANN (2), 2006)

Segmentation of Vectorial Image Features Using Shape Gradients and Information Measures. - Ariane Herbulot; Stéphanie Jehan-Besson; Stefan Duffner; Michel Barlaud; Gilles Aubert (J. Math. Imaging Vis., 2006)

Face recognition using non-linear image reconstruction. - Stefan Duffner; Christophe Garcia (AVSS, 2007)

An Online Backpropagation Algorithm with Validation Error-Based Adaptive Learning Rate. - Stefan Duffner; Christophe Garcia (ICANN (1), 2007)

Robust Face Alignment Using Convolutional Neural Networks. - Stefan Duffner; Christophe Garcia (VISAPP (2), 2008)

Face image analysis with convolutional neural networks. - Stefan Duffner (2008)

Dynamic Partitioned Sampling For Tracking With Discriminative Features. - Stefan Duffner; Jean-Marc Odobez; Elisa Ricci 001 (BMVC, 2009)

Exploiting long-term observations for track creation and deletion in online multi-face tracking. - Stefan Duffner; Jean-Marc Odobez (FG, 2011)

Just-in-time multimodal association and fusion from home entertainment. - Danil Korchagin; Petr Motlícek; Stefan Duffner; Hervé Bourlard (ICME, 2011)

Multimodal Cue Detection Engine for Orchestrated Entertainment. - Danil Korchagin; Stefan Duffner; Petr Motlícek; Carl Scheffler (MMM, 2012)

Unsupervised online learning of visual focus of attention. - Stefan Duffner; Christophe Garcia (AVSS, 2013)

PixelTrack: A Fast Adaptive Algorithm for Tracking Non-rigid Objects. - Stefan Duffner; Christophe Garcia (ICCV, 2013)

Real-Time Audio-Visual Analysis for Multiperson Videoconferencing. - Petr Motlícek; Stefan Duffner; Danil Korchagin; Hervé Bourlard; Carl Scheffler; Jean-Marc Odobez; Giovanni Del Galdo; Markus Kallinger; Oliver Thiergart (Adv. Multim., 2013)

Track Creation and Deletion Framework for Long-Term Online Multiface Tracking. - Stefan Duffner; Jean-Marc Odobez (IEEE Trans. Image Process., 2013)

Exploiting Contextual Motion Cues for Visual Object Tracking. - Stefan Duffner; Christophe Garcia (ECCV Workshops (2), 2014)

The Visual Object Tracking VOT2014 Challenge Results. - 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; et al. (ECCV Workshops (2), 2014)

3D gesture classification with convolutional neural networks. - Stefan Duffner; Samuel Berlemont; Grégoire Lefebvre; Christophe Garcia (ICASSP, 2014)

Leveraging colour segmentation for upper-body detection. - Stefan Duffner; Jean-Marc Odobez (Pattern Recognit., 2014)

Classifying Global Scene Context for On-line Multiple Tracker Selection. - Salma Moujtahid; Stefan Duffner; Atilla Baskurt (BMVC, 2015)

Siamese neural network based similarity metric for inertial gesture classification and rejection. - Samuel Berlemont; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (FG, 2015)

The FG 2015 Kinship Verification in the Wild Evaluation. - Jiwen Lu; Junlin Hu 001; Venice Erin Liong; Xiuzhuang Zhou; Andrea Bottino; Ihtesham Ul Islam; Tiago Figueiredo Vieira; Xiaoqian Qin; Xiaoyang Tan; Songcan Chen; Shahar Mahpod; Yosi Keller; et al. (FG, 2015)

Triangular similarity metric learning for face verification. - Lilei Zheng; Khalid Idrissi; Christophe Garcia; Stefan Duffner; Atilla Baskurt (FG, 2015)

Logistic similarity metric learning for face verification. - Lilei Zheng; Khalid Idrissi; Christophe Garcia; Stefan Duffner; Atilla Baskurt (ICASSP, 2015)

Coherent Selection of Independent Trackers for Real-time Object Tracking. - Salma Moujtahid; Stefan Duffner; Atilla Baskurt (VISAPP (3), 2015)

Polar Sine Based Siamese Neural Network for Gesture Recognition. - Samuel Berlemont; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (ICANN (2), 2016)

End-to-End Data Visualization by Metric Learning and Coordinate Transformation. - Lilei Zheng; Ying Zhang 047; Stefan Duffner; Khalid Idrissi; Christophe Garcia; Atilla Baskurt (CoRR, 2016)

Siamese multi-layer perceptrons for dimensionality reduction and face identification. - Lilei Zheng; Stefan Duffner; Khalid Idrissi; Christophe Garcia; Atilla Baskurt (Multim. Tools Appl., 2016)

Using Discriminative Motion Context for Online Visual Object Tracking. - Stefan Duffner; Christophe Garcia (IEEE Trans. Circuits Syst. Video Technol., 2016)

Visual Focus of Attention Estimation With Unsupervised Incremental Learning. - Stefan Duffner; Christophe Garcia (IEEE Trans. Circuits Syst. Video Technol., 2016)

Triplet CNN and pedestrian attribute recognition for improved person re-identification. - Yiqiang Chen 003; Stefan Duffner; Andrei Stoian; Jean-Yves Dufour; Atilla Baskurt (AVSS, 2017)

Fast Pixelwise Adaptive Visual Tracking of Non-Rigid Objects. - Stefan Duffner; Christophe Garcia (IEEE Trans. Image Process., 2017)

Person Re-Identification with a Body Orientation-Specific Convolutional Neural Network. - Yiqiang Chen 003; Stefan Duffner; Andrei Stoian; Jean-Yves Dufour; Atilla Baskurt (ACIVS, 2018)

Person Re-identification Using Group Context. - Yiqiang Chen 003; Stefan Duffner; Andrei Stoian; Jean-Yves Dufour; Atilla Baskurt (ACIVS, 2018)

Similarity Learning with Listwise Ranking for Person Re-Identification. - Yiqiang Chen 003; Stefan Duffner; Atilla Baskurt; Andrei Stoian; Jean-Yves Dufour (ICIP, 2018)

Pedestrian Attribute Recognition with Part-based CNN and Combined Feature Representations. - Yiqiang Chen 003; Stefan Duffner; Andrei Stoian; Jean-Yves Dufour; Atilla Baskurt (VISIGRAPP (5: VISAPP), 2018)

Class-balanced siamese neural networks. - Samuel Berlemont; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (Neurocomputing, 2018)

Deep and low-level feature based attribute learning for person re-identification. - Yiqiang Chen 003; Stefan Duffner; Andrei Stoian; Jean-Yves Dufour; Atilla Baskurt (Image Vis. Comput., 2018)

Pairwise Identity Verification via Linear Concentrative Metric Learning. - Lilei Zheng; Stefan Duffner; Khalid Idrissi; Christophe Garcia; Atilla Baskurt (IEEE Trans. Cybern., 2018)

Low-Complexity Approximate Convolutional Neural Networks. - Renato J. Cintra; Stefan Duffner; Christophe Garcia; André Leite (IEEE Trans. Neural Networks Learn. Syst., 2018)

Weakly Supervised and On-line Machine Learning for Object Tracking and Recognition in Images and Videos. - Stefan Duffner (2019)

Personalized Posture and Fall Classification with Shallow Gated Recurrent Units. - Paul Compagnon; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (CBMS, 2019)

Routine Modeling with Time Series Metric Learning. - Paul Compagnon; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (ICANN (2), 2019)

Facial Landmark Correlation Analysis. - Yongzhe Yan; Stefan Duffner; Priyanka Phutane; Anthony Berthelier; Christophe Blanc; Christophe Garcia; Thierry Chateau (CoRR, 2019)

Network Traffic Modeling For IoT-device Re-identification. - Naji Najari; Samuel Berlemont; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (COINS, 2020)

Learning Sparse Filters in Deep Convolutional Neural Networks with a l1/l2 Pseudo-Norm. - Anthony Berthelier; Yongzhe Yan; Thierry Chateau; Christophe Blanc; Stefan Duffner; Christophe Garcia (ICPR Workshops (1), 2020)

Multiple Instance Learning for Training Neural Networks under Label Noise. - Stefan Duffner; Christophe Garcia (IJCNN, 2020)

Unsupervised learning of co-occurrences for face images retrieval. - Thomas Petit; Pierre Letessier; Stefan Duffner; Christophe Garcia (MMAsia, 2020)

Learning personalized ADL recognition models from few raw data. - Paul Compagnon; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (Artif. Intell. Medicine, 2020)

Learning Sparse Filters in Deep Convolutional Neural Networks with a l1/l2 Pseudo-Norm. - Anthony Berthelier; Yongzhe Yan; Thierry Chateau; Christophe Blanc; Stefan Duffner; Christophe Garcia (CoRR, 2020)

Fine-grained facial landmark detection exploiting intermediate feature representations. - Yongzhe Yan; Stefan Duffner; Priyanka Phutane; Anthony Berthelier; Xavier Naturel; Christophe Blanc; Christophe Garcia; Thierry Chateau (Comput. Vis. Image Underst., 2020)

Two-stage human hair segmentation in the wild using deep shape prior. - Yongzhe Yan; Stefan Duffner; Xavier Naturel; Anthony Berthelier; Christophe Garcia; Christophe Blanc; Thierry Chateau (Pattern Recognit. Lett., 2020)

Similarity Metric Learning. - Stefan Duffner; Christophe Garcia; Khalid Idrissi; Atilla Baskurt (Multi-faceted Deep Learning, 2021)

Exploiting Visual Context to Identify People in TV Programs. - Thomas Petit; Pierre Letessier; Stefan Duffner; Christophe Garcia (CAIP (2), 2021)

Data-Efficient Information Extraction from Documents with Pre-trained Language Models. - Clément Sage; Thibault Douzon; Alex Aussem; Véronique Eglin; Haytham Elghazel; Stefan Duffner; Christophe Garcia; Jérémy Espinas (ICDAR Workshops (2), 2021)

Self-supervised Continual Learning for Object Recognition in Image Sequences. - Ruiqi Dai; Mathieu Lefort; Frédéric Armetta; Mathieu Guillermin; Stefan Duffner (ICONIP (5), 2021)

Novelty detection for unsupervised continual learning in image sequences. - Ruiqi Dai; Mathieu Lefort; Frédéric Armetta; Mathieu Guillermin; Stefan Duffner (ICTAI, 2021)

Sequence Metric Learning as Synchronization of Recurrent Neural Networks. - Paul Compagnon; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (IJCNN, 2021)

Detecting Swimmers in Unconstrained Videos with Few Training Data. - Nicolas Jacquelin; Romain Vuillemot; Stefan Duffner (MLSA@PKDD/ECML, 2021)

RADON: Robust Autoencoder for Unsupervised Anomaly Detection. - Naji Najari; Samuel Berlemont; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (SIN, 2021)

List-wise learning-to-rank with convolutional neural networks for person re-identification. - Yiqiang Chen 003; Stefan Duffner; Andrei Stoian; Jean-Yves Dufour; Atilla Baskurt (Mach. Vis. Appl., 2021)

2D Wasserstein loss for robust facial landmark detection. - Yongzhe Yan; Stefan Duffner; Priyanka Phutane; Anthony Berthelier; Christophe Blanc; Christophe Garcia; Thierry Chateau (Pattern Recognit., 2021)

Deep Model Compression and Architecture Optimization for Embedded Systems: A Survey. - Anthony Berthelier; Thierry Chateau; Stefan Duffner; Christophe Garcia; Christophe Blanc (J. Signal Process. Syst., 2021)

RESIST: Robust Transformer for Unsupervised Time Series Anomaly Detection. - Naji Najari; Samuel Berlemont; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (AALTD@ECML/PKDD, 2022)

Robust Variational Autoencoders and Normalizing Flows for Unsupervised Network Anomaly Detection. - Naji Najari; Samuel Berlemont; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (AINA (2), 2022)

Improving Information Extraction on Business Documents with Specific Pre-training Tasks. - Thibault Douzon; Stefan Duffner; Christophe Garcia; Jérémy Espinas (DAS, 2022)

Qu'est-ce que mon GNN capture vraiment ? Exploration des représentations internes d'un GNN. - Luca Veyrin-Forrer; Ataollah Kamal; Stefan Duffner; Marc Plantevit; Céline Robardet (EGC, 2022)

The Impact of Action in Visual Representation Learning. - Alexandre Devillers; Valentin Chaffraix; Frédéric Armetta; Stefan Duffner; Mathieu Lefort (ICDL, 2022)

Efficient One-Shot Sports Field Image Registration with Arbitrary Keypoint Segmentation. - Nicolas Jacquelin; Romain Vuillemot; Stefan Duffner (ICIP, 2022)

What Does My GNN Really Capture? On Exploring Internal GNN Representations. - Luca Veyrin-Forrer; Ataollah Kamal; Stefan Duffner; Marc Plantevit; Céline Robardet (IJCAI, 2022)

SwimTrack: Swimmers and Stroke Rate Detection in Elite Race Videos. - Nicolas Jacquelin; Jaunet Théo; Romain Vuillemot; Stefan Duffner (MediaEval, 2022)

In pursuit of the hidden features of GNN's internal representations. - Luca Veyrin-Forrer; Ataollah Kamal; Stefan Duffner; Marc Plantevit; Céline Robardet (Data Knowl. Eng., 2022)

Learning PDE to Model Self-Organization of Matter. - Eduardo Brandao; Jean-Philippe Colombier; Stefan Duffner; Rémi Emonet; Florence Garrelie; Amaury Habrard; François Jacquenet; Anthony Nakhoul; Marc Sebban (Entropy, 2022)

Periodicity counting in videos with unsupervised learning of cyclic embeddings. - Nicolas Jacquelin; Romain Vuillemot; Stefan Duffner (Pattern Recognit. Lett., 2022)

Long-Range Transformer Architectures for Document Understanding. - Thibault Douzon; Stefan Duffner; Christophe Garcia; Jérémy Espinas (ICDAR Workshops (2), 2023)

SportsVideo: A Multimedia Dataset for Sports Event and Position Detection in Table Tennis and Swimming. - Aymeric Erades; Pierre-Etienne Martin; Romain Vuillemot; Boris Mansencal; Renaud Péteri; Julien Morlier; Stefan Duffner; Jenny Benois-Pineau (MediaEval, 2023)

Whole brain radiomics for clustered federated personalization in brain tumor segmentation. - Matthis Manthe; Stefan Duffner; Carole Lartizien (MIDL, 2023)

Is My Neural Net Driven by the MDL Principle? - Eduardo Brandao; Stefan Duffner; Rémi Emonet; Amaury Habrard; François Jacquenet; Marc Sebban (ECML/PKDD (2), 2023)

GroCo: Ground Constraint for Metric Self-supervised Monocular Depth. - Aurélien Cecille; Stefan Duffner; Franck Davoine; Thibault Neveu; Rémi Agier (ECCV (87), 2024)

Deep Domain Isolation and Sample Clustered Federated Learning for Semantic Segmentation. - Matthis Manthe; Carole Lartizien; Stefan Duffner (ECML/PKDD (4), 2024)

On GNN explanability with activation rules. - Luca Veyrin-Forrer; Ataollah Kamal; Stefan Duffner; Marc Plantevit; Céline Robardet (CoRR, 2024)

Federated brain tumor segmentation: An extensive benchmark. - Matthis Manthe; Stefan Duffner; Carole Lartizien (Medical Image Anal., 2024)

On GNN explainability with activation rules. - Luca Veyrin-Forrer; Ataollah Kamal; Stefan Duffner; Marc Plantevit; Céline Robardet (Data Min. Knowl. Discov., 2024)

An automatic inspection system for the detection of tire surface defects and their severity classification through a two-stage multimodal deep learning approach. - Thomas Mignot; François Ponchon; Alexandre Derville; Stefan Duffner; Christophe Garcia (J. Intell. Manuf., 2025)