# LG AI Research — LG AI Research Releases the First Research Results at the Most Prestigious Global AI Society, AAAI

- Company: LG AI Research (lgresearch.ai)
- Announced: 2021-02-25
- Category: research-paper
- Coverage: not counted
- Announcement: yes
- Group: announcements
- Source: https://www.lgresearch.ai/news/view?seq=100
- Record: https://forck.live/items/11100-lg-ai-research-releases-the-first-research-results-at-the-most-prestigious
- Subject: EXAONE

LG AI Research presented two research papers at the Association for the Advancement of Artificial Intelligence (AAAI) conference, developed in collaboration with the University of Toronto. The first paper addresses Explainable AI technology that improves the accuracy and fidelity of AI explanations for image recognition, with applications in healthcare, finance, and law. The second paper presents a continual learning technology that reduces memory usage by 40% while maintaining or improving performance by applying Shapley values to measure data importance, and won the Continuous Learning Technology Contest at the Computer Vision and Pattern Recognition (CVPR) conference.

## Evidence

Verbatim from https://www.lgresearch.ai/news/view?seq=100:

> The publication by the LG AI Research presents a technology that maintains or improves performance while reducing the memory usage by AI when learning. The LG AI Research and the team at the University of Toronto, led by Professor Scott Sanner, developed a technology that improves learning performance by up to 40% compared to the conventional methods; this was achieved for the first time by applying the Shapely value, which measures the importance of data to continuous learning.

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