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Yan Jia

4 accepted papers

2025

A Counterfactual Ultrasound Anti-Interference Self-Supervised Network for B-mode Ultrasound Tongue Extraction

ICASSP 2025accepted

B-mode ultrasound tongue imaging is a non-invasive and real-time method for visualizing vocal tract deformation. However, accurately extracting the tongue’s surface contour remains a significant challenge due to the low signal-to-noise ratio (SNR) and prevalent speckle noise in ultrasound images. Tr…

Cited by 0SourceScholar
2024

Temporal Relational Context Learning for Extrapolation Reasoning on Temporal Knowledge Graphs

ICASSP 2024accepted

Extrapolation reasoning on Temporal Knowledge Graphs (TKGs) aims to predict future events from a set of historical Knowledge Graphs (KGs) in a chronological order. The temporally adjacent facts in TKGs naturally form event sequences, implying informative temporal event dependencies. Recently, many e…

Cited by 0SourceScholar
2023

A Multi-Modal Approach For Context-Aware Network Traffic Classification

ICASSP 2023accepted

Network traffic classification is important for network security and management. State-of-the-art classifiers use deep learning techniques to automatically extract feature vectors from the traffic, which however lose important context of the communication sessions and encapsulated text semantics. In…

Cited by 0SourceScholar
2017

From RGB to Spectrum for Natural Scenes via Manifold-Based Mapping

ICCV 2017poster

Spectral analysis of natural scenes can provide much more detailed information about the scene than an ordinary RGB camera. The richer information provided by hyperspectral images has been beneficial to numerous applications, such as understanding natural environmental changes and classifying plants…

Cited by 125PDFScholar