description [ICLR 2026][Optimization][Event Camera] Addressing the issue of biased gradients when learning directly from raw events due to the discontinuity of binning functions used for aggregating ...

Abstract: Deep convolutional neural networks have achieved remarkable progress in recent years. However, the large volume of intermediate results generated during inference poses a significant ...

Abstract: Feature pyramid has been an efficient method to extract features at different scales. Development over this method mainly focuses on aggregating contextual information at different levels ...