Fotios Lygerakis
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Research output
- 2024
- Published
M2CURL: Sample-Efficient Multimodal Reinforcement Learning via Self-Supervised Representation Learning for Robotic Manipulation
Lygerakis, F., Dave, V. & Rückert, E., 1 Mar 2024, In: IEEE International Conference on Ubiquitous Robots.Research output: Contribution to journal › Conference article › peer-review
- Published
Multimodal Visual-Tactile Representation Learning through Self-Supervised Contrastive Pre-Training
Dave, V., Lygerakis, F. & Rückert, E., 28 Jan 2024, In: Proceedings / IEEE International Conference on Robotics and Automation.Research output: Contribution to journal › Conference article › peer-review
- 2023
- Published
CR-VAE: Contrastive Regularization on Variational Autoencoders for Preventing Posterior Collapse
Lygerakis, F. & Rückert, E., 16 Aug 2023, ACM/IEEE International Conference on Human-Robot Interaction. (Asian Conference of Artificial Intelligence Technology (ACAIT)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
