| 2026 | ICAART | Quantitatively Audited Multi-View XAI for Medical Image Classification: Application to MGMT Promoter Methylation. | Manel Mili, Abderrahman Ben Abdeljelil, Antoine Manzanera, Asma Ben Abdallah, Jose Javier Otero, Mohamed Hedi Bedoui |
| 2025 | CVPR | Improved Monocular Depth Prediction Using Distance Transform Over Pre-semantic Contours with Self-supervised Neural Networks. | Marwane Hariat, Antoine Manzanera, David Filliat |
| 2024 | AICCSA | A Novel Hybrid Grid Search and Tree Parzen Estimator for Deep Learning Hyperparameters Optimization. | Souhir Khessiba, Ahmed Ghazi Blaiech, Asma Ben Abdallah, Antoine Manzanera, Khaled Ben Khalifa, Mohamed Hdi Bedoui |
| 2024 | ICLR | NECO: NEural Collapse Based Out-of-distribution detection. | Moun Ben Ammar, Nacim Belkhir, Sebastian Popescu, Antoine Manzanera, Gianni Franchi |
| 2024 | WACV | InfraParis: A multi-modal and multi-task autonomous driving dataset. | Gianni Franchi, Marwane Hariat, Xuanlong Yu, Nacim Belkhir, Antoine Manzanera, David Filliat |
| 2023 | MMSP | Improving Knee Osteoarthritis Classification with Markerless Pose Estimation and STGCN Model. | Souhir Khessiba, Ahmed Ghazi Blaiech, Asma Ben Abdallah, Rim Grassa, Antoine Manzanera, Mohamed Hdi Bedoui |
| 2023 | WACV | Rebalancing gradient to improve self-supervised co-training of depth, odometry and optical flow predictions. | Marwane Hariat, Antoine Manzanera, David Filliat |
| 2022 | ICCCI | Hyperparameter Optimization of Deep Learning Models for EEG-Based Vigilance Detection. | Souhir Khessiba, Ahmed Ghazi Blaiech, Antoine Manzanera, Khaled Ben Khalifa, Asma Ben Abdallah, Mohamed Hdi Bedoui |
| 2020 | ICPR | Naturally Constrained Online Expectation Maximization. | Daniela Pamplona, Antoine Manzanera |
| 2019 | CAIP | A Fractal-Based Approach to Network Characterization Applied to Texture Analysis. | Lucas Correia Ribas, Antoine Manzanera, Odemir M. Bruno |
| 2018 | CIARP | Bio-Inspired Perception Sensor (BIPS) Concept Analysis for Embedded Applications. | Louise Sarrabezolles, Antoine Manzanera, Nicolas Hueber |
| 2018 | ECCV | Learning Structure-from-Motion from Motion. | Clment Pinard, Laure Chevalley, Antoine Manzanera, David Filliat |
| 2017 | CAIP | Mixing Hough and Color Histogram Models for Accurate Real-Time Object Tracking. | Antoine Tran, Antoine Manzanera |
| 2017 | WACV | Fast Semi Dense Epipolar Flow Estimation. | Matthieu Garrigues, Antoine Manzanera |
| 2015 | ISVC | A Gaussian Mixture Representation of Gesture Kinematics for On-Line Sign Language Video Annotation. | Fabio Martnez, Antoine Manzanera, Michle Gouiffs, Annelies Braffort |
| 2014 | ACCV | Incorporating Two First Order Moments into LBP-Based Operator for Texture Categorization. | Thanh Phuong Nguyen, Antoine Manzanera |
| 2014 | ECCV | Impact of Topology-Related Attributes from Local Binary Patterns on Texture Classification. | Thanh Phuong Nguyen, Antoine Manzanera, Walter G. Kropatsch |
| 2013 | CAIP | Motion Trend Patterns for Action Modelling and Recognition. | Thanh Phuong Nguyen, Antoine Manzanera, Matthieu Garrigues |
| 2013 | CIARP | Revisiting LBP-Based Texture Models for Human Action Recognition. | Thanh Phuong Nguyen, Antoine Manzanera, Ngoc-Son Vu, Matthieu Garrigues |
| 2013 | ICIP | Action recognition using bag of features extracted from a beam of trajectories. | Thanh Phuong Nguyen, Antoine Manzanera |
| 2010 | ICARCV | Ground-plane classification for robot navigation: Combining multiple cues toward a visual-based learning system. | Tobias Low, Antoine Manzanera |
| 2010 | ICPR | Local Jet Based Similarity for NL-Means Filtering. | Antoine Manzanera |
| 2009 | CIARP | Image Characterization from Statistical Reduction of Local Patterns. | Philippe Guermeur, Antoine Manzanera |
| 2009 | ICIP | Motion detection: Fast and robust algorithms for embedded systems. | Lionel Lacassagne, Antoine Manzanera, Antoine Dupret |
| 2008 | GECCO | Generalization performance of vision based controllers for mobile robots evolved with genetic programming. | Renaud Barate, Antoine Manzanera |
| 2007 | CIARP | Sigma-Delta Background Subtraction and the Zipf Law. | Antoine Manzanera |
| 2004 | ICCVG | A New Hybrid differential filter for Motion Detection. | Julien C. Richefeu, Antoine Manzanera |
| 1999 | ICCV | Medial Faces from a Concise 3D Thinning Algorithm. | Antoine Manzanera, Thierry M. Bernard, Franoise J. Prteux, Bernard Longuet |
| 1999 | ICIAP | Improved Low Complexity Fully Parallel Thinning Algorithm. | Thierry M. Bernard, Antoine Manzanera |