Impact

The research conducted by Taiwan AI Labs has consistently maintained a leading position in the global research arena. We have assembled top AI experts, scholars, consultants, and talents from within the country, each possessing extensive experience and expertise in their respective fields.

Our team members regularly contribute to highly influential academic journals, publishing the latest research findings. Additionally, we actively participate in significant domestic and international seminars and academic exchange activities to facilitate scholarly communication and collaboration.

We are committed to continuous innovation in the field of artificial intelligence, driving technological advancement, and making positive contributions to the country’s scientific and technological development.

Blog

The Magic to Disappear Cameraman: Removing Object from 8K 360° Videos

360° video, also known as immersive video, has been increasingly popular and drawn great attention nowadays since it unlocks unlimited possibilities for content creators and encourages viewer engagement. One representative application which…

Healthcare

Azoospermia with Deep Learning Object Detection

Introduce Azoospermia Azoospermia is a medical term implying the condition of no measurable sperm in a man’s semen. It is also the main challenge in male infertility. Azoospermia could be divided into two classes, including obstructive…

Human Interaction

Compound Word Transformer: Generate Pop Piano Music of Full-Song Length

Over the past months, we attempted to let transformer models learn to generate full-song music, and here is our first attempt towards that, the Compound Word Transformer. A paper describing this work is going to be published as a full paper…

Smart City

Label360: An Annotation Interface for Labeling Instance-Aware Semantic Labels on Panoramic Full Images

We developed an annotation tool—Label360 to solve the distortion and instance matching issues across different viewing aspects in spherical image annotations. A post-processing algorithm was introduced to generate distortion-free annotations on equirectangular images.

Healthcare

DockCoV2: a drug database against SARS-CoV-2

The current state of the COVID-19 pandemic is a global health crisis. From December 2019 to September 2020, SARS-CoV-2 has infected over 32 million people, and caused more than one million deaths worldwide. To fight the novel coronavirus, one…

Human Interaction

Guitar Transformer and Jazz Transformer

At the Yating Music Team of the Taiwan AI Labs, we are developing new music composing AI models extending from our previous Pop Music Transformer model (see the previous blog). In October 2020, we are going to present two full papers documenting…

Uncategorized

Ensure High Availability for Services: Endpoint Monitoring with AWS

HA and Monitoring Availability is a quality attribute that, in general, refers to the degree to which a system is in an operable state. High availability then describes the set up of infrastructure that prevents a single point of failure and…

Healthcare

Harmonia: an Open-source Federated Learning Framework

Federated learning is a machine learning method that enables multiple parties (e.g., mobile devices or organization) to collaboratively train a model orchestrated by a trustable central server while keeping data locally. It has gained a lot…

Human Interaction

Missing facts and source classifier of daily news

With the development of the Internet, it is convenient that one can get news from network rapidly. Nonetheless, it is also dangerous since a person might have a preference for a specific news medium over others, and the news medium may have its position to report news while missing some facts that they do not want people to know. For the purpose, we propose a system to detect missing facts from a news report.

Human Interaction

Impact

The research conducted by Taiwan AI Labs has consistently maintained a leading position in the global research arena. We have assembled top AI experts, scholars, consultants, and talents from within the country, each possessing extensive experience and expertise in their respective fields.

Our team members regularly contribute to highly influential academic journals, publishing the latest research findings. Additionally, we actively participate in significant domestic and international seminars and academic exchange activities to facilitate scholarly communication and collaboration.

We are committed to continuous innovation in the field of artificial intelligence, driving technological advancement, and making positive contributions to the country’s scientific and technological development.

Blog

The Magic to Disappear Cameraman: Removing Object from 8K 360° Videos

Azoospermia with Deep Learning Object Detection

Compound Word Transformer: Generate Pop Piano Music of Full-Song Length

Label360: An Annotation Interface for Labeling Instance-Aware Semantic Labels on Panoramic Full Images

DockCoV2: a drug database against SARS-CoV-2

Guitar Transformer and Jazz Transformer

Ensure High Availability for Services: Endpoint Monitoring with AWS

Harmonia: an Open-source Federated Learning Framework

Missing facts and source classifier of daily news

Pop Music Transformer: Beat-based Modeling and Generation of Expressive Pop Piano Compositions

The World's First 360° AI Aerial Transportation Management

Telling Something from Your Face: Age, Beauty, and Anti-Spoofing

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