dynamic-sparsity

Here are 4 public repositories matching this topic...

VITA-Group / SLaK

[ICLR 2023] "More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity"; [ICML 2023] "Are Large Kernels Better Teachers than Transformers for ConvNets?"

deep-learning convnet pytorch segmentation object-detection knowledge-distillation large-kernels dynamic-sparsity 51x51

Updated Jul 5, 2023
HTML

VITA-Group / SViTE

Star

[NeurIPS'21] "Chasing Sparsity in Vision Transformers: An End-to-End Exploration" by Tianlong Chen, Yu Cheng, Zhe Gan, Lu Yuan, Lei Zhang, Zhangyang Wang

pruning model-compression sparse-training vision-transformers efficient-transformers dynamic-sparsity token-slimming

Updated Dec 1, 2023
Python

chaobrain / brainevent

Star

Event-driven Computation for Brain Dynamics.

sparse-matrix brain-inspired-computing dynamic-sparsity event-driven-computation brain-dynamics-modeling

Updated Aug 28, 2026
Python

suryaprakashsiddina / Self-Pruning-Neural-Networks-Dynamic-Sparsity-Learning-for-Efficient-Image-Classification

Star

This project implements a self-pruning neural network for CIFAR-10 classification, where learnable gate parameters enable dynamic removal of less important weights during training. Using L1 regularization, the model achieves sparsity while maintaining competitive accuracy, improving efficiency.

python machine-learning computer-vision deep-learning tensorflow artificial-intelligence neural-networks image-classification cifar10 network-pruning sparse-neural-networks model-optimization dynamic-sparsity efficient-ai

Updated Apr 24, 2026
Jupyter Notebook

Add this topic to your repo

To associate your repository with the dynamic-sparsity topic, visit your repo's landing page and select "manage topics."

Learn more