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Computer Vision, point cloud |
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computational imaging, Deep learning, inverse problems, optimization |
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data management, data mining |
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Computer Vision, Deep learning |
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data mining, machine learning |
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Adaptive Optics, Chaos Shift Keying, FSO/RF Systems, intelligent reflecting surfaces |
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Computer Vision, Continual Learning, Deep learning, representation learning |
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bioinformatics, computational methods, data analysis, machine learning |
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computer networks, scientific computing, Scientific Visualization |
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AI4Science, Computer Vision, machine learning |
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reconfigurable computing |
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bioinformatics, Computational biology |
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artificial intelligence, Deep generative models, Neural Networks |
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Cyber Security, cyber threats, IDPS, SOC, UAV Security |
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biomedical sensing, Digital signal processing, Robotics and Control |
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High Performance Computing, parallel numerical algorithms, Performance optimization |
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6g wireless systems, cloud- and fog-radio access networks, Cooperative networks, cross-layer optimization, machine learning, Optical communications |
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Bayesian computational statistics, Item Response Theory, Latent variable models, spatio-temporal statistics, Statistical methodology, Structural equation models |
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bioinformatics, Computational biology |
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Computational modeling, control systems, molecular evolution, Stochastic processes, synthetic biology |
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Scientific Visualization, visual computing |
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data mining |
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heterogeneous integrated optical chip, high-speed electro-optic modulator, optical computing |
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mathematics, modeling, Programming language |
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Embedded systems., Non-Terrestrial Networks |
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cybersecurity, Gaming Security |
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Computer Vision, Human Activity Recognition, machine learning |
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beamforming, haps, interference management, nr-u, prototyping, tochnologies coexistence |
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3D reconstruction, 3D Shape Creation, computer graphics, Deep learning, geometric modeling, Shape blending, Shape Correspondence |
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distributed systems, machine learning |
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data mining, machine learning |
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climate and environmental modeling, data assimilation, global climate dynamics, sustainable environmental management, The Red Sea and Arabian Gulf |
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optical communication, quantum communication |
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machine learning |
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Cyber attacks and defenses, cybersecurity |
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functional prediction, genetic variation, machine learning, variant prioritization |
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cybersecurity, Fault-Tolerant Computing, FPGA, intrusion tolerance, LLM, resilience |
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image processing, Medical imaging, protein structures |
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Cognitive radios, machine learning, Resource allocation |
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Computer Vision, Deep learning, generative models |
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Ivan Viola, Professor, Computer Science
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biology, modeling, multi-scale 3D visualization, nanovisualization, visual computing |
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cybersecurity |
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machine learning |
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geometry processing, GPU Computing, visualization |
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algorithmic information theory, artificial intelligence, brain-inspired computation, Dynamical Systems, genomics, living systems, machine intelligence, machine learning, single cell biology, spatial transcriptomics, systems medicine, Systems neuroscience |
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Photonics and optoelectronics |
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compilation techniques, Computer architecture, software/hardware co-design |
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computer algebra, machine learning |
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computer graphics, geometry processing |
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3D reconstruction, computational imaging, Numerical Optimization |
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Computational Photography, computational simulations, machine learning |
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Computer Vision, Deep learning |
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analysis of contextual information |
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statistics |
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genomics, PDEs, single cell biology |
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applied mathematics, bifurcation theory, bioscience, deep learning, Dynamical Systems |
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Deep learning, LLM, Medical imaging, Security and Privacy |
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computational imaging, Computational Photography, computer graphics, efficient GPGPU programming |
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bioinformatics, Knowledge representation and reasoning, machine learning, neural network |
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Jürgen Schmidhuber, Professor, Computer Science
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artificial intelligence, machine learning |
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computer graphics, data visualisation, numerical simulations |
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Graph Neural Networks |
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Computer Vision, machine learning, optimization |
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LoRAWAN, Reinforcement Learning, Space-Air-Ground-Underground Integrated Networks, Wireless Energy Transfer, Wireless Underground Sensor Networks |
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computer networks, mobile computing, pervasive computing, wireless data networks |
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AI for healthcare, Computer Vision, deep learning, machine learning, Medical imaging |
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cloud computing, graph mining, High Performance Computing |
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calculus of variations, fluid dynamics, free boundary problems, Mathematical Biology, mean curvature flow, Microelectromechanical, Partial Differential Equations |
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artificial intelligence, decision trees, machine learning |
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artificial intelligence, bioinformatics |
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network security |
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machine learning for wireless communication, Massive MIMO, multimodal sensing |
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Computer Vision, Deep learning |
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Federated learning, High Performance Computing, Optimization for Machine Learning, software development |
