no code implementations • 10 Jul 2023 • Tsung-Ming Tai, Yun-Jie Jhang, Wen-Jyi Hwang
Supervised learning of deep neural networks heavily relies on large-scale datasets annotated by high-quality labels.
no code implementations • 17 Dec 2022 • Tsung-Ming Tai, Giuseppe Fiameni, Cheng-Kuang Lee, Simon See, Oswald Lanz
Consequently, existing solutions based on the action recognition models are only suboptimal.
no code implementations • 22 Jun 2022 • Tsung-Ming Tai, Oswald Lanz, Giuseppe Fiameni, Yi-Kwan Wong, Sze-Sen Poon, Cheng-Kuang Lee, Ka-Chun Cheung, Simon See
In this report, we describe the technical details of our submission for the EPIC-Kitchen-100 action anticipation challenge.
1 code implementation • 2 Jun 2022 • Tsung-Ming Tai, Giuseppe Fiameni, Cheng-Kuang Lee, Simon See, Oswald Lanz
To this end, we propose a unified recurrence modeling for video action anticipation via message passing framework.
no code implementations • 18 May 2022 • Tsung-Ming Tai, Yun-Jie Jhang, Wen-Jyi Hwang, Chau-Jern Cheng
We propose a novel image restoration algorithm that can perform speckle noise removal without clean data and does not require multiple noisy observations in the same view angle.
1 code implementation • 17 Apr 2021 • Tsung-Ming Tai, Giuseppe Fiameni, Cheng-Kuang Lee, Oswald Lanz
Endowing visual agents with predictive capability is a key step towards video intelligence at scale.
no code implementations • 22 Jul 2020 • Wen-Jyi Hwang, Tsung-Ming Tai, Bo-Ting Pan, Tun-Yao Lou, Yun-Jie Jhang
A novel quality of service (QoS) management algorithm for home networks is presented in this letter.
no code implementations • 22 Jul 2020 • Tsung-Ming Tai, Yun-Jie Jhang, Zhen-Wei Liao, Kai-Chung Teng, Wen-Jyi Hwang
This article aims to present a novel sensor-based continuous hand gesture recognition algorithm by long short-term memory (LSTM).