Few-Shot Object Detection in Real Life: Case Study on Auto-Harvest. - Kévin Riou; Jingwen Zhu; Suiyi Ling; Mathis Piquet; Vincent Truffault; Patrick Le Callet (MMSP, 2020)

Seeing By Haptic Glance: Reinforcement Learning Based 3d Object Recognition. - Kévin Riou; Suiyi Ling; Guillaume Gallot; Patrick Le Callet (ICIP, 2021)

Reinforcement Learning Based Point-Cloud Acquisition and Recognition Using Exploration-Classification Reward Combination. - Kévin Riou; Kévin Subrin; Patrick Le Callet (ICME, 2022)

Multi-layer perceptron for network intrusion detection. - Arnaud Rosay; Kévin Riou; Florent Carlier; Pascal Leroux (Ann. des Télécommunications, 2022)

From Temporal-Evolving to Spatial-Fixing: A Keypoints-Based Learning Paradigm for Visual Robotic Manipulation. - Kévin Riou; Kaiwen Dong; Kévin Subrin; Yanjing Sun; Patrick Le Callet (IROS, 2023)

Kinetic particles : from human pose estimation to an immersive and interactive piece of art questionning thought-movement relationships. - Mickael Lafontaine; Julie Cloarec-Michaud; Kévin Riou; Yujie Huang; Kaiwen Dong; Patrick Le Callet (IMX, 2023)

Behavioral Recognition of Skeletal Data Based on Targeted Dual Fusion Strategy. - Xiao Yun; Chenglong Xu; Kévin Riou; Kaiwen Dong; Yanjing Sun; Song Li 001; Kévin Subrin; Patrick Le Callet (AAAI, 2024)

Evaluating 3D Human Pose Estimation in Occluded Multi-Sensor Scenarios: Dataset and Annotation Approach. - Kévin Riou; Kaiwen Dong; Yujie Huang; Kévin Subrin; Patrick Le Callet; Yanjing Sun (ICIP, 2024)

Geometric Consistency-Guaranteed Spatio-Temporal Transformer for Unsupervised Multiview 3-D Pose Estimation. - Kaiwen Dong; Kévin Riou; Jingwen Zhu; Andréas Pastor; Kévin Subrin; Yu Zhou 009; Xiao Yun; Yanjing Sun; Patrick Le Callet (IEEE Trans. Instrum. Meas., 2024)

Reinforcement Learning Based Tactile Sensing for Active Point Cloud Acquisition, Recognition and Localization. - Kévin Riou; Kaiwen Dong; Kévin Subrin; Patrick Le Callet (IEEE J. Sel. Top. Signal Process., 2024)

Spatial-Temporal-Geometric Graph Convolutional Network for 3-D Human Pose Estimation From Multiview Video. - Kaiwen Dong; Yu Zhou 009; Kévin Riou; Xiao Yun; Yanjing Sun; Kévin Subrin; Patrick Le Callet (IEEE Trans. Instrum. Meas., 2025)