Topics

<> speakers (1) <> special imaging (1) <> specialized hardware architectures (1) <> spectral density function (1) <> spectroscopy (1) <> Spin based logic and memory (1) <> spin orbitronics (1) <> Spin-based electronics (1) <> spin-orbit torque (1) <> sputtered anhydrous RuO2 thinfilm electrodes prototypes (1) <> SSI (1) <> stability-aware modeling (1) <> Stabilization (1) <> stabilization techniques (1) <> Stars (1) <> start-up (1) <> state-space models (1) <> Stationary (1) <> Statistical analysis of radio channel (1) <> statistical climatology and statistics for energy sciences (1) <> Statistical learning theory (1) <> Statistical methodology (1) <> Statistical Methods for Imaging Data (1) <> Statistical Modelling (1) <> statistical models (1) <> Statistical Signal Processing and Adaptive Filtering (1) <> stimuli (1) <> STK Capital (1) <> Stochastic Control (1) <> Stochastic fractional differential equations (1) <> Stochastic Geometry and Point Processes (1) <> Stochastic Geometry modeling of wireless networks (1) <> Stochastic Methods (1) <> stochastic models (1) <> stochastic programming (1) <> stochastic smoothing pipeline (1) <> Stochastiic Variability (1) <> strategic research (1) <> streaming applications (1) <> stress-based methods (1) <> stroke authorship recognition (1) <> structural bioinformatics (1) <> Structural equation models (1) <> structure (1) <> Structure-Preserving Algorithms (1) <> Structures (1) <> student research excellence awards (1) <> students (1) <> subsampling (1)

Yan Song

Postdoctoral Research Fellow, Statistics
<> Substrate Integrated Waveguide (1) <> Summer School (1) <> Super-resolution (1) <> superposition coded multicasting (1) <> Supersonic flight (1) <> Supervised Learning Algorithms (1) <> supply and demand balance (1) <> surface electromagnetics (1) <> sustainable desalination (1) <> sustainable environmental management​ (1) <> SUTD (1) <> svd (1) <> swarm robotics (1) <> SWIPT (1) <> switching networks (1) <> symbolic methods (1) <> symmetric eigenvalue problem (1) <> symmetric polynomials (1) <> Symmetries (1) <> symmetry (1) <> Symmetry testing (1) <> Synchronization. (1) <> synchronous condenser (1) <> Synergy (1) <> synthetic inertia (1) <> System (1)

Advancing Visual Intelligence via Neural System Design

-

KAUST

Building intelligent visual systems is essential for the next generation of artificial intelligence systems. It is a fundamental tool for many disciplines and beneficial to various potential applications such as autonomous driving, robotics, surveillance, augmented reality, to name a few. An accurate and efficient intelligent visual system has a deep understanding of the scene, objects, and humans. It can automatically understand the surrounding scenes. In general, 2D images and 3D point clouds are the two most common data representations in our daily life. Designing powerful image understanding and point cloud processing systems are two pillars of visual intelligence, enabling the artificial intelligence systems to understand and interact with the current status of the environment automatically. In this talk, I will first present our efforts in designing modern neural systems for 2D image understanding, including high-accuracy and high-efficiency semantic parsing structures, and unified panoptic parsing architecture. Then, we go one step further to design neural systems for processing complex 3D scenes, including semantic-level and instance-level understanding. Further, we show our latest works for unified 2D-3D reasoning frameworks, which are fully based on self-attention mechanisms. In the end, the challenges, up-to-date progress, and promising future directions for building advanced intelligent visual systems will be discussed.
<> System-on-a-chip (1) <> system-on-chip SoC (1) <> Systems Architecture (1) <> systems medicine (1) <> Systems Neural Network Architectures (1) <> Systems neuroscience (1) <> Talget Detection (1) <> talk (1) <> TAQNIA (1) <> TAR model (1) <> target parameter estimation (1) <> Tashkent University (1) <> Task based Runtime Systems (1) <> TDOA Localization (1) <> Technical challenges (1) <> technologies (1) <> technology advancements. (1) <> Technology Transfer (1) <> TEE replication (1) <> TEEMS (1) <> Temporal Action Detection (1) <> temporal localization (1) <> tensor calculus (1) <> Terahertz antennas (1) <> Terahertz signals (1)