2 citations · 4 across the 4 of their papers we have counts for
4 papers
ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion
Shangyu Wu, Ying Xiong, Yufei Cui +4
Retrieval-based augmentations (RA) incorporating knowledge from an external database into language models have greatly succeeded in various knowledge-intensive (KI) tasks. However,…
Moby: Empowering 2D Models for Efficient Point Cloud Analytics on the Edge
Jingzong Li, Yik Hong Cai, Libin Liu +3
3D object detection plays a pivotal role in many applications, most notably autonomous driving and robotics. These applications are commonly deployed on edge devices to promptly in…
NFL: Robust Learned Index via Distribution Transformation
Shangyu Wu, Yufei Cui, Jinghuan Yu +3
Recent works on learned index open a new direction for the indexing field. The key insight of the learned index is to approximate the mapping between keys and positions with piece-…
Variational Nested Dropout
Yufei Cui, Yu Mao, Ziquan Liu +5
Nested dropout is a variant of dropout operation that is able to order network parameters or features based on the pre-defined importance during training. It has been explored for:…