Search Results for author: Jia-Fong Yeh

Found 8 papers, 4 papers with code

Tracking-Assisted Object Detection with Event Cameras

no code implementations27 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.

Attribute Object +2

MuRAL: Multi-Scale Region-based Active Learning for Object Detection

no code implementations29 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.

Active Learning Object +2

Free-form 3D Scene Inpainting with Dual-stream GAN

1 code implementation16 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.

Learning Fine-Grained Visual Understanding for Video Question Answering via Decoupling Spatial-Temporal Modeling

1 code implementation8 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.

Language Modelling Question Answering +1

Dual-Awareness Attention for Few-Shot Object Detection

1 code implementation24 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.

Few-Shot Learning Few-Shot Object Detection +2

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