Sep 23, 2021 · Abstract:In this paper, we propose the first self-distillation framework for general object detection, termed LGD (Label-Guided ...

Abstract. In this paper, we propose the first self-distillation framework for general object detection, termed LGD (Label-Guided self-Distillation). Previous ...

Jun 28, 2022 · In this paper, we propose the first self-distillation framework for general object detection, termed LGD (Label-Guided self-Distillation).

Jun 28, 2022 · In this paper, we propose the first self-distillation framework for general object detection, termed LGD (Label-Guided self-Distillation).

Abstract: In this paper, we propose the first self-distillation framework for general object detection, termed LGD (Label-Guided self-Distillation).

In this paper, we propose the first self-distillation framework for general object detection, termed LGD (Label-Guided self-Distillation).

In this paper, we propose the first self-distillation framework for general object detection, termed LGD (Label-Guided self-Distillation).

Building on LabelEnc, label-guided self-distillation (LGD) leverages both label- and feature map-encodings as knowledge and improved the benchmark set by ...

Sep 23, 2021 · This work proposes Smooth and Stepwise Self-Distillation (SSSD) for object detection, and demonstrates that SSSD achieves higher average ...

A curated list of awesome distillation techniques designed for object detectors. Parameters compression and accuracy boosting are core problems for object ...