Deep Learning: Uncharted Territory in Sensors and Neural Networks
Explore deep learning's future through sensor optimization and neural network architectures, examining nature-inspired approaches and cross-modal processing principles in signal processing.
Classical Verification of Quantum Learning
Explore the verification framework enabling classical clients to reliably delegate learning tasks to quantum servers, focusing on parity learning and Fourier-sparse functions with mixture-of-superpositions examples.
Parity vs. AC0 with Simple Quantum Preprocessing
Delve into quantum computation theory exploring the limitations of QNC0 and AC0 circuits in computing parity functions, with insights into decision tree complexity and nonlocal channels.
Risk-Sensitive Bandits - Arm Mixtures Optimality and Regret-Efficient Algorithms
Delve into risk-aware sequential decision-making through distortion riskmetrics, exploring optimal arm mixture strategies and new algorithms for tracking these mixtures in multi-armed bandit problems.
Reliable Object Detection and Identification in Adverse Conditions
Explore radar-based perception systems for autonomous vehicles, focusing on reliable object detection in adverse weather conditions and multi-sensor fusion techniques for enhanced safety.
Coding Schemes for Input-Constrained Channels in Information Theory and Communication
Explore coding schemes for binary input-constrained channels, focusing on RLL constraints, Reed-Muller codes, and error resilience in both stochastic and adversarial channel models.
Feasibility of Wireless Energy Transfer Using Intelligent Reflecting Surface in Next Generation IoT Networks
Explore wireless energy transfer technology in IoT networks, focusing on intelligent reflecting surface implementation, challenges, and solutions for efficient power transmission and harvesting.
Developing a Low-Cost Raspberry Pi Device for ADS-B Spoofing Detection
Discover how to build Fly Catcher, a Raspberry Pi-based device using neural networks to detect spoofed aircraft signals through ADS-B monitoring and analysis in real-time.
Cognitive Electronic Warfare: Using AI to Solve EW Problems
Explore AI applications in electronic warfare, including real-time learning and evaluation techniques for enhancing battlefield responsiveness and effectiveness against complex emitters.
Generative AI for Text to Audio Generation
Explore cutting-edge AI for text-to-audio generation. Learn about AudioLDM, AudioLDM2, and more. Discover applications in sound design for movies, games, and VR. Includes live demos and open-source tools.
Measure DC Voltage and Current with Arduino
Learn to measure DC voltage and current with Arduino, covering basic principles, voltage dividers, external references, and current sensors like Hall Effect and INA219.
Resolution-Robust Large Mask Inpainting with Fourier Convolutions - With Author Interview
Explore LaMa, an advanced image inpainting system using Fourier convolutions for large mask removal. Learn about its architecture, loss function, and impressive results in reconstructing complex structures.
FNet - Mixing Tokens with Fourier Transforms
Explores FNet, a Transformer variant replacing attention with Fourier transforms. Discusses architecture, token mixing, and performance comparisons, highlighting efficiency gains and accuracy trade-offs in natural language processing tasks.
Methods for L_p-L_q Minimization in Image Restoration and Regression - SIAM-IS Seminar
Explore methods for image restoration and regression using $\ell_p$-$\ell_q$ minimization, covering problem formulation, solution techniques, and applications in this advanced mathematical seminar.
Denoising as a Building Block: Theory and Applications in Image Processing
Explore image denoising theory, its properties, and applications as building blocks for broader image processing tasks and inverse problem regularization.
Vectorization, Decomposition, and PDE Identification in Imaging and Inverse Problems
Explore image vectorization, decomposition, and PDE identification techniques. Learn about silhouette extraction, image separation, and differential equation recovery from discrete data.
Quantum Computing with Rydberg-Interacting Qubits by Ajay Wasan
Explore quantum computing using Rydberg-interacting qubits, delving into advanced concepts and applications in this cutting-edge field of quantum technology and information processing.
Wearable Biometrics - Novel Paradigms for Automatic People Recognition
Explore novel wearable biometric technologies for automatic human recognition, focusing on cutting-edge approaches and their applications in information forensics and security.
IEEE International Conference on Image Processing 2022 - Poster Session
Explore cutting-edge research in image processing through poster presentations from the IEEE International Conference on Image Processing (ICIP) 2022.
An Introduction to Humanities Analytics in Three Examples
Explore humanities analytics through three examples, learning text analysis methods to extract meaning from digital sources and enable new scholarship in the humanities.
Listening at the Cocktail Party - Deep Neural Networks for Speech Separation
Explore deep neural networks for speech separation, focusing on data preparation, network architectures, and real-time implementation on embedded devices for smart audio applications.