This repository provides the implementation of the method proposed in our paper "Pruning Deep Neural Networks using Partial Least Squares"
☆26Aug 21, 2020Updated 5 years ago
Alternatives and similar repositories for PruningNeuralNetworks
Users that are interested in PruningNeuralNetworks are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implement Pruning Convolutional Neural Networks for Resource Efficient Inference with Keras framework☆16Oct 26, 2017Updated 8 years ago
- DropNet: Reducing Neural Network Complexity via Iterative Pruning (ICML 2020)☆16Aug 24, 2020Updated 5 years ago
- Cheng-Hao Tu, Jia-Hong Lee, Yi-Ming Chan and Chu-Song Chen, "Pruning Depthwise Separable Convolutions for MobileNet Compression," Interna…☆16Jan 8, 2021Updated 5 years ago
- Implementation of knapsack pruning☆27May 26, 2020Updated 5 years ago
- pytorch implementation of Structured Bayesian Pruning☆19Jul 13, 2018Updated 7 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Repository containing pruned models and related information☆38Mar 17, 2021Updated 5 years ago
- Code for the ICLR2020 "Training Binary Neural Networks with Real-to-Binary Convolutions☆34Jun 16, 2020Updated 5 years ago
- Auto-Prox-AAAI24☆14Apr 30, 2024Updated last year
- CNN implementation based FPGA☆16Apr 8, 2019Updated 6 years ago
- [ICML 2022] ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks☆15May 18, 2022Updated 3 years ago
- ☆12Jul 7, 2021Updated 4 years ago
- Implementation of paper "Do Wide and Deep Networks Learn the Same Things?"☆16Mar 15, 2022Updated 4 years ago
- Code for "Fast Sparse ConvNets" CVPR2020 submissions☆12Nov 20, 2019Updated 6 years ago
- MUltiband Satellite Imagery for object Classification (MUSIC) to detect Photovoltaic Power Plants☆17Jan 26, 2018Updated 8 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Various implementations and experimentation for deep neural network model compression☆24Sep 6, 2018Updated 7 years ago
- [ECCV 2022] SuperTickets: Drawing Task-Agnostic Lottery Tickets from Supernets via Jointly Architecture Searching and Parameter Pruning☆20Jul 7, 2022Updated 3 years ago
- NSAS code for CVPR review☆27Jun 2, 2021Updated 4 years ago
- ☆11Apr 4, 2021Updated 4 years ago
- ☆30Dec 28, 2021Updated 4 years ago
- TBNv2: Convolutional Neural Network With Ternary Inputs and Binary Weights☆16Mar 4, 2020Updated 6 years ago
- The code for Joint Neural Architecture Search and Quantization☆14Apr 10, 2019Updated 6 years ago
- Projeções de múltiplas séries temporais, utilizando modelagem hierarquica☆16Jan 22, 2024Updated 2 years ago
- Library for the Test-based Calibration Error (TCE) metric to quantify the degree to classifier calibration.☆13Sep 15, 2023Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- [ICML 2021] "Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators" by Yonggan Fu, Yonga…☆16Jan 3, 2022Updated 4 years ago
- Code for paper 'Minimizing FLOPs to Learn Efficient Sparse Representations' published at ICLR 2020☆20Feb 14, 2020Updated 6 years ago
- This repository implements the paper "Effective Training of Convolutional Neural Networks with Low-bitwidth Weights and Activations"☆20Aug 30, 2021Updated 4 years ago
- WeightNet: Revisiting the Design Space of Weight Networks☆19Feb 20, 2021Updated 5 years ago
- GAN-enhanced Conditional Echocardiogram Generation☆14Mar 24, 2023Updated 3 years ago
- ☆28Oct 21, 2020Updated 5 years ago
- ☆11Apr 5, 2023Updated 2 years ago
- TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search (ECCV2020)☆75May 23, 2021Updated 4 years ago
- Weakly-Supervised Cell Tracking via Backward-and-Forward Propagation, in ECCV 2020☆11Aug 4, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Automated cell tracking package for MATLAB☆11Feb 21, 2019Updated 7 years ago
- EfficientSAM + YOLO World base model for use with Autodistill.☆10Feb 21, 2024Updated 2 years ago
- A generic data structures and algorithms library using C☆12Nov 13, 2022Updated 3 years ago
- EfficientUnet☆11Oct 26, 2020Updated 5 years ago
- ☆17Jul 10, 2022Updated 3 years ago
- Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks☆385Oct 2, 2019Updated 6 years ago
- Remplementation of paper https://arxiv.org/abs/1705.08665☆29Dec 18, 2017Updated 8 years ago