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yasamanhbn/README.md

๐Ÿ‘‹ Hi, I'm Yasaman Haghbin

Research Assistant at Columbia university
M.Sc. in Artificial Intelligence & Robotics @ University of Tehran
Passionate about Machine learning, Generative AI, and Healthcare ML
Researching Parkinson Screening, Alzheimerโ€™s detection and synthetic data generation


๐Ÿ”ฌ Research Interests

  • Machine Learning and Deep Learning
  • Machine Learning for Healthcare & Medical Imaging
  • Deep Generative Models & Syntetic Data Generation
  • Natural Language Processing & Large Language Models

๐Ÿ† Honors & Awards

๐Ÿ… Achieved the Special Recognition Prize and the Explainability Prize in the NIA Challenge Competition: Model Arena (Acoustic Track) as a member of the "speechCARE" team
๐Ÿ“ข Oral presentation, 13th Basic and Clinical Neuroscience Congress, Tehran, 2024
๐ŸŽค Speaker at 4th Symposium on AI in Health & Medicine (Parkinsonโ€™s Disease, 2024)
๐Ÿฅ‡ 1st place in Teen Programming Competitions, Tehran


๐Ÿ› ๏ธ Skills

Languages: Python, R, C++, C, Java
AI/ML: PyTorch, TensorFlow, Scikit-learn, Hugging Face
Robotics: ROS, Webots
Web Dev: Vue.js, Nuxt.js, Fastify.js
Tools: Git, Docker, LaTeX


๐Ÿ“š Selected Publications

๐Ÿ“„ Feature-to-Image Data Augmentation: Improving Model Feature Extraction with Cluster-Guided Synthetic Samples โžก๏ธ arXiv preprint (2024)
๐Ÿ“„Resilient Federated Adversarial Learning With Auxiliary-Classifier GANs and Probabilistic Synthesis for Heterogeneous Environments โžก๏ธ IEEE Transactions on Network and Service Management (2025)

Pinned Loading

  1. Diffusion-Model-Cifar10 Diffusion-Model-Cifar10 Public

    Implementation of Diffusion Model for Cifar10

    Jupyter Notebook 14

  2. Persian-speech-synthesis- Persian-speech-synthesis- Public

    Fine-tuning SpeechT5 for Persian text to speech

    Jupyter Notebook 4

  3. CPG-controller-with-GA-optimization CPG-controller-with-GA-optimization Public

    The implementation of a Central Pattern Generator (CPG) model optimized using a Genetic Algorithm (GA) for controlling a Mantis robot

    Python 2

  4. Model-compressing Model-compressing Public

    Compression of CNN model with Sepration Index

    Jupyter Notebook 1

  5. Normalizing-flow Normalizing-flow Public

    Implementation of RealNVP normalizing flow for MNIST

    Jupyter Notebook 1

  6. Triplet-and-contrastive-loss Triplet-and-contrastive-loss Public

    Implementation of Triplet loss and Contrastive loss

    Jupyter Notebook 1

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