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Zhenyu Qiu

2 accepted papers

2024

Proposal Distillation of Multi-Modal Feature Aggregation Network for Video Object Detection

ICASSP 2024accepted

Video object detection is a challenging task due to deteriorated object appearances. In order to bolster per-frame feature representations, one way is to aggregate features from relevant frames. However, relying exclusively on RGB modal for feature aggregation may limit the detection performance for…

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2024

Submodular-based In-context Example Selection for LLMs-based Machine Translation

COLING 2024main

Large Language Models (LLMs) have demonstrated impressive performances across various NLP tasks with just a few prompts via in-context learning. Previous studies have emphasized the pivotal role of well-chosen examples in in-context learning, as opposed to randomly selected instances that exhibits u…