Dambre, Joni

Rotation-invariant convolutional neural networks for galaxy morphology prediction

Dieleman, S., Willett, K. W., & Dambre, J. (2015) · Monthly Notices of the Royal Astronomical Society

Galaxies: Formation, Evolution, PhenomenaAdvanced Neural Network Applications

Cited by 781

Fast Face-Swap Using Convolutional Neural Networks

Korshunova, I., Shi, W., Dambre, J., & Theis, L. (2017) · 2017 IEEE International Conference on Computer Vision (ICCV)

Generative Adversarial Networks and Image SynthesisFace recognition and analysis

Cited by 501

Beyond Temporal Pooling: Recurrence and Temporal Convolutions for Gesture Recognition in Video

Pigou, L., van den Oord, A., Dieleman, S., Van Herreweghe, M., & Dambre, J. (2018) · International Journal of Computer Vision

Hand Gesture Recognition SystemsHuman Pose and Action Recognition

Cited by 290

A Differentiable Physics Engine for Deep Learning in Robotics

Degrave, J., Hermans, M., Dambre, J., & wyffels, F. (2019) · Frontiers in Neurorobotics

Reinforcement Learning in RoboticsRobot Manipulation and Learning

Cited by 182

All-Optical Reservoir Computing on a Photonic Chip Using Silicon-Based Ring Resonators

Coarer, F. D.-L., Sciamanna, M., Katumba, A., Freiberger, M., Dambre, J., Bienstman, P., & Rontani, D. (2018) · IEEE Journal of Selected Topics in Quantum Electronics

Neural Networks and Reservoir ComputingPhotonic and Optical Devices

Cited by 119