Unihead: unifying multi-perception for detection heads

H Zhou, R Yang, Y Zhang, H Duan… - … on Neural Networks …, 2024 - ieeexplore.ieee.org
The detection head constitutes a pivotal component within object detectors, tasked with
executing both classification and localization functions. Regrettably, the commonly used …

Gamma: Toward Generic Image Assessment with Mixture of Assessment Experts

H Zhou, R Yang, L Tang, G Qin, Y Zhang, R Hu, X Li - openreview.net
Image assessment aims to evaluate the quality and aesthetics of images and has been
applied across various scenarios, such as natural and AIGC scenes. Existing methods …

LoRA-Gen: Specializing Language Model via Online LoRA Generation

Y **ao, L Song, R Yang, C Cheng, Y Ge, X Li, Y Shan - openreview.net
Recent advances have highlighted the benefits of scaling language models to enhance
performance across a wide range of NLP tasks. However, these approaches still face …