no code implementations • 27 Mar 2024 • Ting-Kang Yen, Igor Morawski, Shusil Dangi, Kai He, Chung-Yi Lin, Jia-Fong Yeh, Hung-Ting Su, Winston Hsu
However, feature asynchronism and sparsity cause invisible objects due to no relative motion to the camera, posing a significant challenge in the task.
no code implementations • 29 Mar 2023 • Yi-Syuan Liou, Tsung-Han Wu, Jia-Fong Yeh, Wen-Chin Chen, Winston H. Hsu
MuRAL identifies informative regions of various scales to reduce annotation costs for well-learned objects and improve training performance.
1 code implementation • 16 Dec 2022 • Ru-Fen Jheng, Tsung-Han Wu, Jia-Fong Yeh, Winston H. Hsu
Thus, we present a novel task named free-form 3D scene inpainting.
1 code implementation • 8 Oct 2022 • Hsin-Ying Lee, Hung-Ting Su, Bing-Chen Tsai, Tsung-Han Wu, Jia-Fong Yeh, Winston H. Hsu
While recent large-scale video-language pre-training made great progress in video question answering, the design of spatial modeling of video-language models is less fine-grained than that of image-language models; existing practices of temporal modeling also suffer from weak and noisy alignment between modalities.
1 code implementation • 27 Sep 2022 • Chi-Ming Chung, Yang-Che Tseng, Ya-Ching Hsu, Xiang-Qian Shi, Yun-Hung Hua, Jia-Fong Yeh, Wen-Chin Chen, Yi-Ting Chen, Winston H. Hsu
A spatial AI that can perform complex tasks through visual signals and cooperate with humans is highly anticipated.
no code implementations • 4 Dec 2021 • Jia-Fong Yeh, Chi-Ming Chung, Hung-Ting Su, Yi-Ting Chen, Winston H. Hsu
(3) Learning from a different expert.
1 code implementation • 24 Feb 2021 • Tung-I Chen, Yueh-Cheng Liu, Hung-Ting Su, Yu-Cheng Chang, Yu-Hsiang Lin, Jia-Fong Yeh, Wen-Chin Chen, Winston H. Hsu
While recent progress has significantly boosted few-shot classification (FSC) performance, few-shot object detection (FSOD) remains challenging for modern learning systems.
Ranked #9 on Few-Shot Object Detection on MS-COCO (10-shot)
no code implementations • 19 May 2020 • Jia-Fong Yeh, Hsin-Ying Lee, Bing-Chen Tsai, Yi-Rong Chen, Ping-Chia Huang, Winston H. Hsu
In recent years, few-shot learning problems have received a lot of attention.