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Visionary AI Research (VAR) Group
Visionary AI Research (VAR) Group
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Brain-Machine Fusion

From brain-in-the-loop to brain-out-of-the-loop

Multimodal contrastive learning for brain-machine fusion

We proposed a brain-machine fusion approach to achieve the brain-in-the-loop modeling and brain-out-of-the-loop application.

Last updated on Jul 8, 2024
Multimodal contrastive learning for brain-machine fusion
Cognitive training - Exercise your brain like a muscle

Boosting brain-computer interface performance through cognitive training: a brain-centric approach

Last updated on Jun 2, 2025
Cognitive training - Exercise your brain like a muscle

Computer Vision

Scaling Visual Language Models for Remote Sensing with Open Data and LLMs
Introduction Vision-language models (VLMs) show great promise for interpreting remote sensing (RS) imagery in human-like ways. However, training effective VLMs requires massive amounts of paired image-text data - a significant challenge in the RS domain.
Last updated on Jun 3, 2025
Scaling Visual Language Models for Remote Sensing with Open Data and LLMs
Intelligent diagnosis of DCD

We developed digital visual-motor systems and algorithms to autonomously evaluate developmental coordination disorder (DCD) and delve into associated pathologies.

Last updated on Dec 27, 2023
Intelligent diagnosis of DCD
Temporal action detection

We developed deep learning methods to automatically discover action segments from the untrimmed videos.

Last updated on Dec 22, 2023
Temporal action detection

Medical Image Analysis

Quantitative ultrasound muscle atrophy evaluation

We developed deep learning methods for quantitative muscle atrophy evaluation using ultrasound images.

Last updated on Jul 20, 2024
Quantitative ultrasound muscle atrophy evaluation

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