Search Results for author: Tsung-Ming Tai

Found 8 papers, 2 papers with code

Robust Feature Learning Against Noisy Labels

no code implementations10 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.

Unified Recurrence Modeling for Video Action Anticipation

1 code implementation2 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.

Action Anticipation Decision Making

Speckle Image Restoration without Clean Data

no code implementations18 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.

Image Restoration

Sensor-Based Continuous Hand Gesture Recognition by Long Short-Term Memory

no code implementations22 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).

Hand Gesture Recognition Hand-Gesture Recognition

An Intelligent QoS Algorithm for Home Networks

no code implementations22 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.

Management regression

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