1 code implementation • 30 Aug 2024 • Edgardo Solano-Carrillo, Felix Sattler, Antje Alex, Alexander Klein, Bruno Pereira Costa, Angel Bueno Rodriguez, Jannis Stoppe
The tracking-by-detection paradigm is the mainstream in multi-object tracking, associating tracks to the predictions of an object detector.
1 code implementation • 19 Apr 2023 • Edgardo Solano-Carrillo, Jannis Stoppe
Domain-adaptive trajectory imitation is a skill that some predators learn for survival, by mapping dynamic information from one domain (their speed and steering direction) to a different domain (current position of the moving prey).
1 code implementation • 18 Apr 2023 • Edgardo Solano-Carrillo, Angel Bueno Rodriguez, Borja Carrillo-Perez, Yannik Steiniger, Jannis Stoppe
To restore the information symmetry, the generator is endowed with knowledge of the entropic state of the discriminator, which is leveraged to allow the adversarial game to converge towards equilibrium.