8000 MohammadrezaTavasoli (Mohammadreza Tavasoli) · GitHub
[go: up one dir, main page]
More Web Proxy on the site http://driver.im/
Skip to content
View MohammadrezaTavasoli's full-sized avatar
  • 04:32 (UTC -12:00)

Block or report MohammadrezaTavasoli

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse

Hi there, I'm Mohammadreza Tavasoli Naeini 👋


🔬 Current focus

  • Generative Models  ·  Diffusion / GANs  
  • Bayes-Optimal Learning - theory, bounds, & applications
  • Computer Vision - 3D scene understanding, high-fidelity synthesis
  • Optimization for Deep Networks - MPS-friendly PyTorch pipelines

✨ Highlight projects

Repo What it does Key tech
bolt-loss Reference code for “Bayes Optimal Learning Threshold (BOLT) Loss” – plug-and-play loss to tighten Bayes error bounds in classifiers & GANs. PyTorch Lightning • Hydra • W&B
quantum-lstm Hybrid Quantum-Classical LSTM built with Torch-Quantum Torch-Quantum • Qiskit
quantum-transformer Hybrid Quantum-Classical Transformer implemented with Torch-Quantum Torch-Quantum • Qiskit

🛠 Tech toolbox

PythonPyTorchLightningHydraW&B
CUDA / MPSNumPyMatplotlibLaTeXGitDocker

🚀 Selected achievements

  • ICASSP 2025Universal Training of Neural Networks to Achieve Bayes-Optimal Classification
  • Built a neural adaptive streaming framework (“Pensieve”) clone with -8 % rebuffering vs. baseline.
  • Reviewer for IJCNN 2025 (Deep Generative Models track).

📫 Connect


Built with ❤️ and ☕  |  Last updated: 2025‑05‑15

Popular repositories Loading

  1. Quantum-LSTM Quantum-LSTM Public

    Forked from mit-han-lab/torchquantum

    A PyTorch-based framework for Quantum Simulation, Quantum Machine Learning, Quantum Neural Networks, Parameterized Quantum Circuits with support for easy deployments on real quantum computers.

    Python 7

  2. BOLT-loss BOLT-loss Public

    Jupyter Notebook 1

  3. CS231 CS231 Public

    Forked from MahanFathi/CS231

    Complete Assignments for CS231n: Convolutional Neural Networks for Visual Recognition

    Jupyter Notebook

  4. plaidml plaidml Public

    Forked from plaidml/plaidml

    PlaidML is a framework for making deep learning work everywhere.

    C++

  5. EECS-504 EECS-504 Public

    Jupyter Notebook

  6. EECS-598-012 EECS-598-012 Public

    Python

0