IEEE

Time-Series Classification Using a CNN-LSTM Model with Attention, Autoencoder, and K-Fold Cross-Validation

Abstract: Here, we propose a hybrid Deep Learning (DL) framework consisting of a Denoising Autoencoder (DAE), Convolutional Neural Network (CNN), Bidirectional LSTM (BiLSTM), and a custom Attention ...
GitHub

Guided Easy Data Augmentation (GEDA)

Stage 1 - Label-Aware Language Modeling: We utilize Conditional BERT (CBERT) to fine-tune a language model that incorporates class label information, ensuring that synthetic substitutions remain label ...
IEEE

Learning Corruption-Invariant Components and Cross-Modal Correspondence for Unsupervised Visible-Infrared Person Re-Identification

Abstract: Unsupervised Visible-Infrared Person Re-Identification (US-VI-ReID) has great potential prospects because it does not require label information. However, corrupted pedestrian images ...
GitHub

Multi-Task Graph Neural Networks for Comprehensive Surfactant Property Prediction

SurfMT-GNN/ ├── README.md # This file ├── LICENSE # MIT License ├── requirements.txt # Python dependencies ├── environment.yml # Conda environment ├── CITATION.cff # Citation information │ ├── configs ...