Code repository for the MLHC 2022 paper "Learning Optimal Summaries of Clinical Time-series with Concept Bottleneck Models"

Code for "Exploiting Semantic Scene Reconstruction for Estimating Building Envelope Characteristics" (Building and Environment 2024)

Advances in Multimodal Adaptation and Generalization: From Traditional Approaches to Foundation Models

Code for "Interpretable Prognostics with Concept Bottleneck Models"

Code for "Calibrated Adaptive Teacher for Domain Adaptive Intelligent Fault Diagnosis" (Sensors 2024)

A Python Library for Self Organizing Map (SOM)

[TMLR 2024] Code for our paper IM-Context: In-Context Learning for Imbalanced Regression Tasks

[CVPR 2023] Code for our paper DARE-GRAM : Unsupervised Domain Adaptation Regression by Aligning Inversed Gram Matrices

[NeurIPS 2024, spotlight] Scaling Out-of-Distribution Detection for Multiple Modalities

ECCV2024

Code and Data for "Physics-Enhanced Graph Neural Networks For Soft Sensing in Industrial Internet of Things" (IEEE IoTJ)

Implementation of Graph Neural Networks for Virtual Sensing in Complex Systems: Addressing Heterogeneous Temporal Dynamics

Code for "Simplifying Source-Free Domain Adaptation for Object Detection: Effective Self-Training Strategies and Performance Insights" (ECCV 2024)

[ECCV 2024] Towards Multimodal Open-Set Domain Generalization and Adaptation through Self-supervision

Feature-rich wifi hotspot creator for Linux which provides both GUI and command-line interface. It is also able to create a hotspot using the same wifi card which is connected to an AP already ( Si…

Code for "From classification to segmentation with explainable AI: A study on crack detection and growth monitoring" (Automation in Construction 2024)

A browser based Pokémon fangame heavily inspired by the roguelite genre.

ThermoNeRF (Thermographic NeRF)

DyEdgeGAT: Dynamic Edge via Graph Attention for Early Fault Detection in IIoT Systems

Code tu use learnable wavelet transforms like L-WPT and DeSPaWN methods in pytorch

Collection of works in my PhD at Virginia Tech, mostly focused on computer vision and machine learning applications in structural inspection and structural health monitoring.

Easily get basic insights about your ML dataset

This project is about detecting defects on steel surface using Unet. The dataset used for this project is the NEU-DET database.

Semantic segmentation from multi-source optical data (baseline for the FLAIR#2 challenge)

TabSRA: An Attention based Self-Explainable Model for Tabular Learning

Transformer-based Conditional Generative Adversarial Network for Multivariate Time Series Generation (IWTA - PAKDD2023)

Transformer-based Conditional Generative Adversarial Network for Multivariate Time Series Generation (IWTA - PAKDD2023)