Label-Free Event-based Object Recognition via Joint Learning with Image Reconstruction from Events

Recognizing objects from sparse and noisy events becomes extremely difficult when paired images and category labels do not exist. This paper proposes a joint formulation of object recognition and image reconstruction in a complementary manner.