PSELDNets: Pre-Trained Neural Networks on a Large-Scale Synthetic Dataset for Sound Event Localization and Detection
Sound event localization and detection (SELD) has seen substantial advancements through learning-based methods. These systems, typically trained from scratch on specific datasets, […]
Phase Noise Resilient Neural Transceivers for High data-Rate sub-THz Links
Phase noise (PN) poses a significant challenge in sub-terahertz (sub-THz) communications, alongside the necessity for low peak-to-average power ratio (PAPR) transmissions. This […]
Revisiting Edge AI: Opportunities and Challenges
Edge artificial intelligence (AI) is an innovative computing paradigm that aims to shift the training and inference of machine learning models to […]
Semantics Alignment Via Split Learning for Resilient Multi-User Semantic Communication
Recent studies on semantic communication commonly rely on neural network (NN) based transceivers such as deep joint source and channel coding (DeepJSCC). […]
Intrinsic-Extrinsic Preserved GANs for Unsupervised 3D Pose Transfer
With the strength of deep generative models, 3D pose transfer regains intensive research interests in recent years. Existing methods mainly rely on […]
Passive RIS vs. Hybrid RIS
The reconfigurable intelligent surface (RIS) plays an important role in maintaining the connectivity in millimeter wave (mmWave) MIMO systems when the direct […]
Learning non-rigid surface reconstruction from spatio-temporal image patches
We present a method to reconstruct a dense spatiotemporal depth map of a non-rigidly deformable object directly from a video sequence. The […]
Automatic detection of artifacts in EEG by combining deep learning and histogram contour processing
This paper introduces a simple approach combining deep learning and histogram contour processing for automatic detection of various types of artifact contaminating […]
Weighted Multiple Instance-Based Deep Correlation Filter for Video Tracking Processing
With the development of internet technology, the video data has been widely used in multimedia devices, such as video surveillance, webcast, and […]