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Guanqun Wang

2 accepted papers

2024

Cloud-Device Collaborative Learning for Multimodal Large Language Models

CVPR 2024poster

The burgeoning field of Multimodal Large Language Models (MLLMs) has exhibited remarkable performance in diverse tasks such as captioning commonsense reasoning and visual scene understanding. However the deployment of these large-scale MLLMs on client devices is hindered by their extensive model par…

Cited by 17SourcePDFScholar
2024

Unsupervised Spike Depth Estimation via Cross-modality Cross-domain Knowledge Transfer

ICRA 2024poster

Neuromorphic spike data, an upcoming modality with high temporal resolution, has shown promising potential in autonomous driving by mitigating the challenges posed by high-velocity motion blur. However, training the spike depth estimation network holds significant challenges in two aspects: sparse s…

Cited by 10SourcecodeScholar