weight-sharing

There are 0 repository 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.
deep-learning deep-neural-networks quantum-monte-carlo variational-monte-carlo schrodinger-equation physical-chem weight-sharing transfer-learning
Language:Python 45
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.
deep-learning generalization machine-learning modularity paper pytorch rnn transformers weight-sharing
Language:Python 44
jaketae / param-share-transformer
PyTorch implementation of Lessons on Parameter Sharing across Layers in Transformers
natural-language-processing pytorch transformer weight-sharing
Language:Python 24
toshas / tbasis
T-Basis: a Compact Representation for Neural Networks
compression reproducible-research pytorch tensor reproducibility icml tensor-ring reparameterization weight-sharing tensor-decomposition
Language:Python 8
cliang1453 / CAMERO
CAMERO: Consistency Regularized Ensemble of Perturbed Language Models with Weight Sharing (ACL 2022)
consistency-regularization distillation ensemble-learning fine-tuning knowledge-distillation parameter-efficient-learning pretrained-language-model weight-sharing adversarial-perturbations dropouts
Language:Python 7
shahrukhx01 / joint-learn
A PyTorch based comprehensive toolkit for weight-sharing in text classification setting.
knowledge-distillation nlp pytorch weight-sharing
Language:Python 3
angelocatalani / neural-network-compression
Compressing deep neural networks with pruning, trained quantization and Huffman coding
neural-network quantization pruning weight-sharing
Language:TeX 1
e-dupuis / retraining-free-weight-sharing
Code for our ASP-DAC 2022 Paper: A Heuristic Exploration to Retraining-free Weight Sharing for CNN Compression
cnn computer-vision imagenet compression weight-sharing paper asp-dac research-paper
Language:Python 1
okz12 / NN_compression
Neural Network Compression
neural-networks knowledge-distillation model-compression weight-sharing deep-learning
Language:Jupyter Notebook

weight-sharing

mdsunivie / deeperwin

RobertCsordas / modules

jaketae / param-share-transformer

toshas / tbasis

cliang1453 / CAMERO

shahrukhx01 / joint-learn

angelocatalani / neural-network-compression

e-dupuis / retraining-free-weight-sharing

okz12 / NN_compression