neural-compression

There are 11 repositories under neural-compression topic.

  • jmtomczak/intro_dgm

    "Deep Generative Modeling": Introductory Examples

    Language:Jupyter Notebook1.3k287195

  • facebookresearch/NeuralCompression

    A collection of tools for neural compression enthusiasts.

    Language:Python578187452

  • smsharma/minified-generative-models

    Bare-bones implementations of some generative models in Jax: diffusion, normalizing flows, consistency models, flow matching, (beta)-VAEs, etc

    Language:Jupyter Notebook136519

  • Xinjie-Q/Awesome-Neural-Compression

    Curated list of papers and resources focused on neural compression, intended to keep pace with the anticipated surge of research in the recent years.

    81408

  • mandt-lab/shallow-ntc

    Official code for "Computationally-Efficient Neural Image Compression with Shallow Decoders", ICCV 2023

    Language:Jupyter Notebook33322

  • aahouzi/llama2-chatbot-cpu

    A LLaMA2-7b chatbot with memory running on CPU, and optimized using smooth quantization, 4-bit quantization or Intel® Extension For PyTorch with bfloat16.

    Language:Python14100

  • SenseBrain/JPD-SE

    JPD-SE: High-Level Semantics for Joint Perception-Distortion Enhancement in Image Compression

    Language:Python6002
  • Neural-Compression-with-Autoencoders

    mdhabibi/Neural-Compression-with-Autoencoders

    Exploring advanced autoencoder architectures for efficient data compression on EMNIST dataset, focusing on high-fidelity image reconstruction with minimal information loss. This project tests various encoder-decoder configurations to optimize performance metrics like MSE, SSIM, and PSNR, aiming to achieve near-lossless data compression.

    Language:Jupyter Notebook2100

  • akshay-rajan/DeepVideoCompression

    Video compression using Neural Networks. Deep Video Compression model trained using Vimeo 90K Dataset.

    Language:Jupyter Notebook

  • jack-willturner/naswot

    An unofficial replication of NAS Without Training.

    Language:Python10

  • UT-SysML/walloc

    Wavelet Learned Lossy Compression

    Language:Jupyter Notebook