Scientific Research Publishing

Applying Deep Learning Techniques for Automated Analysis and Interpretation of Financial Statements ()

Multimodal Learning, Deep Learning, Financial Statement Analysis, LSTM, FinBERT, Financial Text Mining, Automated ...
IEEE

A Robust Deep Learning Framework for Mitigating Label Noise With Dual Selective Attention

Abstract: The performance of Machine Learning (ML) models is highly sensitive to data quality, still the impact of label accuracy remains underexplored. In this study, a novel architecture, the Dual ...
IEEE

Review of Synthetic Aperture Radar Automatic Target Recognition: A Dual Perspective on Classical and Deep Learning Techniques

Abstract: With advances in both classical and modern methods,synthetic aperture radar (SAR) automatic target recognition (ATR) has made enormous progress. This article reviews a wide range of SAR ATR ...
GitHub

DualTrack: Sensorless 3D Ultrasound Needs Local and Global Context

Motivation. 3D Ultrasound is cost-effective and has many clinical applications. AI models can analyze 2D ultrasound scans to infer the scan trajectory and build a 3D image, eliminating the need for ...
GitHub

Code Repository for Paper "Pretraining Graph State Encoders for microRTS using Graph Self-Supervised Learning"

You will need to use a Python version between 3.9 (inclusive) and 3.13 (exclusive) to run the scripts and notebooks. We use Poetry to set up our Python environment as ...