Name: Efficient and Dependable Deep Learning Systems
Start: 2022-12-07T13:00:00-05:00
End: 2022-12-07T15:00:00-05:00
Location: Remote/Virtual

May 17

12:30 pm - 2:30 pm

Coherent Spatial and Temporal Combining of Femtosecond Fiber Lasers at the Storage Energy Limit Enabling High-Power Drivers of Laser Plasma Accelerators and Other Secondary Radiation Sources

GM Conference Room (4231 LEC) 1221 Beal Avenue, Ann Arbor

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Events

Language Supervision for Computer Vision

Learning Visual Representations from Cross-Modal Correspondence

Design Techniques for Scalable Fully Integrated CMOS Digital Beamforming Receivers

Towards Query Processing in Video Database Management Systems

Artificial Intelligence Algorithms for Large Economic and Computer Games

High-Performance Process-in-Memory Architectures Design and Security Analysis

Multifunctional Ferroelectrics based Devices for Next Generation RF Front-ends

On the Importance of Inherent Structural Properties for Learning in Markov Decision Processes

Arrayed Integrated Photoionization Detectors for Highly Integrated Microscale Gas Chromatography Systems

Systems and Debugging Supports for Hardware Designs

Advances in Myelin Water Imaging and Stack-of-Spirals MRI: Image Reconstruction and Parameter Estimation

Exploring In-Context Reinforcement Learning

Optical Resonators for Photoacoustic Applications

Geometric Effects in Radiative Heat Transfer

Neural Network Implementations on Titled In-Memory-Computing Systems

Advances in Image Reconstruction for Digital Breast Tomosynthesis

Solving Poisson Inverse Problems in Phase Retrieval and Single Photon Emission Computerized Tomography

Electromagnetic modeling for the active and passive remote sensing of polar ice sheet and for Signal of Opportunity (SoOp) land observation

Data-driven Solutions for Blood Glucose Management

Optimization of Direct Laser Acceleration and the Characterization of Scintillators for Proton Imaging

Human-Centered Natural Language Processing for Countering Misinformation

Monolithic integration and advancement of micro-gas chromatography – from components to systems and from 1D to 2D

Design and Implementation of Domain-Specific Programmable Spatial Accelerators

Exploiting Structure in Safety Control

Aligning Objectives of Machine Learning with Clinical Care

Improving Web Automation Tools through UI Context and Demonstration

On Improving Robustness of Deep Neural Networks for Computer Vision

Overcoming Barriers to Information Exchange on the Web

Investigating the VPN Ecosystem through the lens of Security, Privacy, and Usability

Theory of lightwave-driven quantum electronics in solids

Models and Inference for Complex Data with Applications in Nuclear Non-Proliferation and Microbial Systems

Analysis of Situated Interactive Non-Expert Instruction of A Hierarchical Task to a Learning Robot

Final Defense: Device Physics and Applications of Ternary Organic Photovoltaics

Multiagent Learning by Iterative Refinement of Game Models

Neural Language Generation for Content Adaptation: Explainable, Efficient Low-Resource Text Simplification and Evaluation

Mitigating Microarchitectural Vulnerabilities to Improve Cloud Security and Reliability

Efficient mm-Wave and THz Circuits and Systems

Resource-constrained Coding for Communication and Computation Applications

Simulation-based Approaches for Evaluating Information Elicitation and Information Aggregation Mechanisms

Final Defense: Methods for roll-to-roll vapor deposition of organic semiconductors

Efficient Game Solving through Transfer Learning

Next Generation Sub-THz Circuits and Systems on Silicon

Efficient Data Movement for Accelerating Data-Intensive Applications

Social Reference Processing with Collaborative Human-AI Systems

RRAM-Based In-Memory Computing Architecture Designs

Applying Software-Based Side-Channels to Hardware Vulnerabilities

Advancing Environmental Applications through Machine Learning and Computer Vision: Modeling, Algorithms, and Real-World Implementations

Discovering Structured Representations for Reinforcement Learning

Understanding, Modeling and Leveraging Temporal Change in Mental Health

Provable and Efficient Algorithms for Safe Reinforcement Learning

Minimalist Systems for Pervasive Machine Learning

Next Generation Terahertz Systems using Nonlinear Phenomena

Circuits and Techniques for Digital Frequency Synthesizers and Design Automation.

Towards an Algorithmic Account of Phonological Rules and Representations

Achieving Security and Privacy via Encrypted Architectures

Compute- and Process-in-Memory Modules for Machine Learning and Neuromorphic Computing

Cognitive Modeling of Aggregate and Individual Performance on the Remote Associates Test

Circuits & Techniques for Cell-based Analog Design Automation of Low Dropout Regulators

Automating the Detection and Correction of Failures in Modern Persistent Memory Systems

Rescuing Data Center Processors

Where are the Humans in Human-AI Interaction: The Missing Human-Centered Perspective on Interpretability Tools for Machine Learning

Coherent Spatial and Temporal Combining of Femtosecond Fiber Lasers at the Storage Energy Limit Enabling High-Power Drivers of Laser Plasma Accelerators and Other Secondary Radiation Sources

Electronic, optical, and excitonic properties of atomically thin semiconductors

A Statistical Approach to Stochastic Computing Design and Analysis

Implicit Design Choices and Their Impact on Emotion Recognition Model Development and Evaluation

Brushless Self-Excited Synchronous Field-Winding Machine With Five- and Higher Phase Design Using Independently Controlled Spatial Harmonics

Power Processing Architectures for Sustainable Power and Energy

Overcoming the Performance and Security Challenges of Building Highly-Distributed Fault-Tolerant Embedded Systems

Accelerated Systems for Portable DNA Sequencing

Characterizing Laser Signal Injection and its Impact on the Security of Cyber-Physical Systems

Solution-Based Chemical Deposition of Wide and Ultra-Wide Bandgap Oxide Semiconductors

Advances in p-type and Ambipolar Oxide Semiconductor Materials and Devices for Thin Film Electronics

N-polar GaN HEMT with HfO2 as gate dielectric for mm-wave applications

Strategic Interactions and Incentive Mechanisms on Multi-scale Networks

Crafting Machine Learning Defenses against Adversaries

On-Chip UV/VIS Optical Spectrometer

Practical Memory Disaggregation

Ultrafast Charge Separation and Relaxation in Novel Nanostructures

Exploiting App Differences for Security Analysis of Multi-Geo Mobile Ecosystems