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Welcome to AI System Lab

Our laboratory focuses on cutting-edge research in Artificial Intelligence and Intelligent Computing, encompassing six major areas: 3D human modeling, computer vision, dynamic vision sensing, time-series data analysis, middleware for model compression, and AI-oriented hardware architectures. We emphasize end-to-end system development, spanning from algorithm design to hardware implementation, and are dedicated to hardware–software co-design to create hardware-friendly and energy-efficient AI solutions.

Our research team actively promotes the deep integration of AI models and accelerators to achieve low-power, high-efficiency intelligent applications. By translating innovative technologies into real-world applications, we aim to advance the industrialization and widespread adoption of AI technologies.

Research

  • 3D Human Modeling

    • Space Attention
    • Un-calibrated Camera
    • Real-world Mesh Reconstruction
    • 體智能系統開發
    • Model Compression

  • Computer Vision (CV) Applications

    • Multi-Task Learning
    • Gaze Estimation
    • Object Tracking
    • Monocular Depth Estimation
    • Object Detection
    • Adversarial Attack for Object Detection
    • Defect Detection

  • Dynamic Vision Sensor (DVS) Applications

    • Depth Estimation
    • Segmentation
    • Event-based Human Modeling

  • Time Series Applications

    • Audio Classification
    • Keyword Spotting
    • Gravitation Wave

  • Model Compression and Middleware

    • CNN Pruning
    • CNN Quantization
    • Transformer Pruning
    • Transformer Quantization
    • Transformer Compression
    • AI Compiler
    • Simulator and Emulator
    • Virtual Platform and Tools

  • AI Hardware Architecture and Acceleration

    • CNN Processor
    • RISC-V CPU
    • Transformer Processor
    • Multi-modal Processor