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Xiashuang Wang

2 accepted papers

2024

Efficient Training of Spiking Neural Networks with Multi-Parallel Implicit Stream Architecture

ECCV 2024poster

"Spiking neural networks (SNNs) are a novel type of bio-plausible neural network with energy efficiency. However, SNNs are non-differentiable and the training memory costs increase with the number of simulation steps. To address these challenges, this work introduces an implicit training method for…

2023

Alleviating Catastrophic Forgetting of Incremental Object Detection via Within-Class and Between-Class Knowledge Distillation

ICCV 2023poster

Incremental object detection (IOD) task requires a model to learn continually from newly added data. However, directly fine-tuning a well-trained detection model on a new task will sharply decrease the performance on old tasks, which is known as catastrophic forgetting. Knowledge distillation, inclu…

Cited by 15PDFScholar