Nanyang Technological University

4 Posts

Graph Transformer with positional encoding
Nanyang Technological University

A Transformer for Graphs: New Method for Processing Graph Data with Transformers

Transformers can learn a lot from sequential data like words in a book, but they’ve shown limited ability to learn from data in the form of a graph. A new transformer variant gives graphs due attention.
Diagram with automated decision systems
Nanyang Technological University

Roadblocks to Regulation: Why laws to regulate AI usually fail.

Most U.S. state agencies use AI without limits or oversight. An investigative report probed reasons why efforts to rein them in have made little headway. Since 2018, nearly every proposed bill aimed at studying or controlling how state agencies use automated decision systems.
Graphs showing how DeepRhythm detects deepfakes
Nanyang Technological University

Deepfakes Are Heartless: AI detects deepfaked videos by their lack of heartbeat.

The incessant rhythm of a heartbeat could be the key to distinguishing real videos from deepfakes. DeepRhythm detects deepfakes using an approach inspired by the science of measuring minute changes on the skin’s surface due to blood circulation.
Method overview of model that makes a person on video appear to speak words from a separate audio recording
Nanyang Technological University

Guest Speaker: Deepfake method syncs up mouth movements with words.

Deepfake videos in which one person appears to speak another’s words have appeared in entertainment, advertising, and politics. New research ups the ante for an application that enables new forms of both creative expression and

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