no code implementations • 8 Apr 2024 • Hou-I Liu, Marco Galindo, HongXia Xie, Lai-Kuan Wong, Hong-Han Shuai, Yung-Hui Li, Wen-Huang Cheng
Over the past decade, the dominance of deep learning has prevailed across various domains of artificial intelligence, including natural language processing, computer vision, and biomedical signal processing.
no code implementations • 7 Apr 2024 • Hou-I Liu, Christine Wu, Jen-Hao Cheng, Wenhao Chai, Shian-Yun Wang, Gaowen Liu, Jenq-Neng Hwang, Hong-Han Shuai, Wen-Huang Cheng
Subsequently, we introduce the cross-modal residual distillation to transfer the 3D spatial cues.
no code implementations • 4 Apr 2024 • Yi-Xin Huang, Hou-I Liu, Hong-Han Shuai, Wen-Huang Cheng
Despite previous DETR-like methods having performed successfully in generic object detection, tiny object detection is still a challenging task for them since the positional information of object queries is not customized for detecting tiny objects, whose scale is extraordinarily smaller than general objects.
no code implementations • ICCV 2023 • HongXia Xie, Ming-Xian Lee, Tzu-Jui Chen, Hung-Jen Chen, Hou-I Liu, Hong-Han Shuai, Wen-Huang Cheng
Then, the Cross-Patch Attention module is proposed to fuse the features of MIP and global context together to complement each other.