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An, Cheolhong
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- Real-time Physical based rendering for medical images
- Deep neural network for Neurodegeneration Syndrome
- Real-time cell classification
- Optical Coherence Tomography Simulation
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| Antipa, Nick |
- Data-driven microscope design
- Next generation tools for optical function neuroimaging
- Backscatter holography for oceanographic imaging
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| Atanasov, Nikolay |
- Python Robotics
- Inverse Reinforcement Learning
- Hardware Design for Autonomous Quadrotor Robots
- Multi-agent Simultaneous Localization and Mapping
- Semantic Segmentation and Terrain Mapping
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| Bandaru, Prab |
- Thermal modeling of nanoscale materials and devices
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| Bharadia, Dinesh |
- Smartphone Enabled Ubiquitous Indoor Navigation and Mapping
- Robust SLAM for Autonomous System by combining light-based sensing (Lidar, Camera) and RF-based sensing
- Automotive radar perception in bad weather
- Intelligent Nonlinear communications
- In-Body Localization
- Sensing Driven Communication
- SweepSense 2.0
- Securing your communication with IoT devices using device Identification
- Bespoke FPGA Based Communication Testbed
- Wireless Virtual Reality Over 5G Testbed
- Smart Radio: Simultaneous Communication and Sensing
- Smart Surfaces enabling both communication and sensing
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Cosman, Pamela C
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- Eye-tracking for Reading Informational Text
- Mobile app for assisting in physical therapy
- VR training for conversational engagement
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| Dey, Sujit |
- Virtual Physical Therapy
- Behavioral Coaching and Guidance for People with ASD
- Driver’s State of Mind and Intent Detection using Multiple Sensors and Machine Learning
- Creating a Digital Twin of UCSD’s CV2X Testbed
- Using Wearables and Machine Learning to Enable Personalized Lifestyle Recommendations to Improve Blood Pressure
- Explaining Wireless Protocols Learned via Reinforcement Learning
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| Gerstoft, Peter |
- Acoustic room characterization and speaker tracking with Google voice
- Machine Learning for radio frequencies
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Gessner, Rick
|
- Utilizing Machine Learning to Enhance a Social Learning Platform
|
| Gudem, Prasad |
- Analog/RF Integrated Circuit Design
- Study of aerodynamics of boomerangs and drones using wireless position location
|
| Hall, Drew |
- IC Block Level Design
- Padring Synthesis Script
- Machine-Learning for Biomarker Identification
|
| Kang, Mingu |
- Deep neural network accelerator with analog switched-capacitors
- Natural language processing under resource constraints
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Khoshabeh, Ramsin & Mark Liu
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- MPC Racer
- Enhanced Access Control System
- Intelligent Low-cost Consumer-Grade Drone
|
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Kuzum, Duygu
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- Nonvolatile memory devices for neuromorphic computing
- Novel electrooptical sensors for detecting brain signals
|
| Le, Hanh-Phuc |
- Integrated power supply for soft robotics
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| Lerman, Imanuel |
- Neural Engineering Device Development
- Neuromodulation for Sleep
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| Lin, Bill |
- Explainable machine learning
- Multi-core processor architecture
|
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Liu, Zhaowei
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- Super resolution sound/ultrasound imaging
- Computational spectrometry
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| Lo, Yuhwa |
- Semiconductor photodetectors for LiDAR and AR/VR
- Biophotonic machine learning system for biomedicine
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| Mercier, Patrick |
- Wearable physiochemical sensor technologies
- Ultra-low-power wireless communication circuits
|
| Mi, Chris |
- Research on second life EV battery for energy storage applications in business building
|
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Mirarab, Siavash
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- Deconvolving DNA mixtures
- New species sampling algorithms for faster statistical inference
- Machine learning methods for reconstructing evolutionary past
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| Mookherjea, Shayan |
- Implementing Quantum Networking Using Light
|
| Morris, Karcher |
- Design & Development of Wearable Device to Measure a Surgeon’s Ergonomic Performance
- Mixing Circuits and Python for Education
- Bringing ECE 5 Curriculum to High School
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| Ng, Tina |
- Developing High-Energy Supercapacitors
- Recording Motor Disorders
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| Nguyen, Truong |
- RGB-based Face Anti-Spoofing with Spoof Hint Detection
- Lightweight Human Digitization System
- Analysis of Corticobasal Degeneration using Machine Learning
- Detection of Defects in Tire
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| Nomura, Kenji |
- Development of energy and cost-effective thin-film transistor
- Development of low-dimensional oxide semiconductor devices
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| Pal, Piya |
- Machine Learning for Inverse Problems
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| Schurgers, Curt |
- Engineers for Exploration
- Building a new student response system
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| Shi, Yuanyuan |
- Individual Carbon Footprint Profiling and Data Analytics
- Data-driven Electric Vehicle Fleet Charging Simulation and Applications
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Taswell, Carl
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- Rendering, Region-Segmenting and Path-Following Algorithms for BrainWatch VR Software
- Effect of Neurodegenerative Disease Status on Co-Registration Accuracy of PET and MRI Brain Scans
- Automated Meta-Analyses of Dementia Literature with the SOLOMON Ontology and Nexus- PORTAL-DOORS-Scribe
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| Turakhia, Yatish |
- Hardware acceleration of computational genomics
- Large-scale COVID-19 Phylogenetics
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| Vasconcelos, Nuno |
- Visual grounding for robotics
- An iterative framework for dataset collection
- Larger vocabulary few-shot classification for machine teaching
- Generalized bird’s-eye view (BEV) perception with monocular images
- Continual taxonomic learning
- Action induced 3D detection
- Tire defect detection
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| Vasconcelos, Nuno & Antipa, Nick |
- Privacy Preserving Vision Cameras
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| Wang, Xiaolong |
- Imitation learning for dexterous manipulation
- Self-Supervised Learning of 3D from Videos
- Self-Supervised Representation Learning from Videos
- Vision-Guided Locomotion Control
- Learning to generate grasps
- Content Generation with Implicit Functions
- Robot Arm Manipulation with Reinforcement Learning
- Trifinger Manipulation
- 3D Articulation Modeling
|
| Xie, Pengtao |
- Leveraging Side Information for Text-to-Image Generation
- Prevent Performance Collapse of Differentiable Neural Architecture Search by Encouraging Transferability
- Performance-Aware Mutual Knowledge Distillation
- Automatic Annotation of Objects Based on Image Captions
- Curriculum Self-Supervised Learning
- Reweight Source Data via Tri-Level Optimization
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| Yip, Michael |
- Learning Key-points For Deformable Robotic Manipulation
- Combing Model-based and Learning-based Control for Automation in Surgical Robotics
- Simulation of Advanced Multibody Physical Environment for Real-to-Sim Robotics Control and Planning
- Sim-to-Real Instrument Tracking For Surgical Robot
- Fast Collision Detection with Point Cloud via Machine Learning for Robotic Manipulators
- Interactive Perception and Planning in Dense and Deformable Environments
- Bimanual Planning for Deformable Object Manipulation
- Benchmarking Learning-Based Motion Planners for Robot Manipulators
- ViP-SuPer: A Vision and Physics-Based Surgical Perception Framework for Robotic Tissue Manipulation
- Tissue Deformation Prediction and Future Video Frame Synthesis for Robotic Tissue Manipulation
- Handheld Robotic Catheter Development and Deployment with School of Medicine and San Diego Zoo
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Zhang, Xinyu
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- A Programmable Millimeter-Wave Massive MIMO Radio for 5G Communications and Sensing
- Intelligent reflectors for 5G range expansion.
- Sensing Everyday Activities Using WiFi: A Machine Learning Based Framework
- An Interactive Video Platform to Augment Remote Learning
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Zheng, Yang
|
- Autonomous Vehicles in mixed traffic systems: analysis, control, and numerical experiments
- Inner and outer approximations for semidefinite optimization
- Convex Relaxations for Global Optimization over Neural Networks
- Optimization landscape analysis of some control problems
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