weight-sharing

There are 10 repositories under weight-sharing topic.

  • mdsunivie/deeperwin

    DeepErwin is a python 3.8+ package that implements and optimizes JAX 2.x wave function models for numerical solutions to the multi-electron Schrödinger equation. DeepErwin supports weight-sharing when optimizing wave functions for multiple nuclear geometries and the usage of pre-trained neural network weights to accelerate optimization.

    Language:Python472116

  • RobertCsordas/modules

    The official repository for our paper "Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks". We develop a method for analyzing emerging functional modularity in neural networks based on differentiable weight masks and use it to point out important issues in current-day neural networks.

    Language:Python46029

  • jaketae/param-share-transformer

    PyTorch implementation of Lessons on Parameter Sharing across Layers in Transformers

    Language:Python25213

  • toshas/tbasis

    T-Basis: a Compact Representation for Neural Networks

    Language:Python9101

  • cliang1453/CAMERO

    CAMERO: Consistency Regularized Ensemble of Perturbed Language Models with Weight Sharing (ACL 2022)

    Language:Python7100

  • shahrukhx01/joint-learn

    A PyTorch based comprehensive toolkit for weight-sharing in text classification setting.

    Language:Python3201

  • angelocatalani/neural-network-compression

    Compressing deep neural networks with pruning, trained quantization and Huffman coding

    Language:TeX1030

  • e-dupuis/retraining-free-weight-sharing

    Code for our ASP-DAC 2022 Paper: A Heuristic Exploration to Retraining-free Weight Sharing for CNN Compression

    Language:Python1100

  • mehravehj/Balanced-Mixture-of-SuperNets

    Code Release for "Balanced Mixture of Supernets for Learning CNN Pooling", AutoML2023

    Language:Python127

  • okz12/NN_compression

    Neural Network Compression

    Language:Jupyter Notebook201