[ICLR'21] Neural Pruning via Growing Regularization (PyTorch)
☆82Jul 15, 2021Updated 4 years ago
Alternatives and similar repositories for Regularization-Pruning
Users that are interested in Regularization-Pruning are comparing it to the libraries listed below
Sorting:
- [ICLR'23] Trainability Preserving Neural Pruning (PyTorch)☆34May 21, 2023Updated 2 years ago
- ☆32Mar 9, 2022Updated 3 years ago
- [NeurIPS'21 Spotlight] Aligned Structured Sparsity Learning for Efficient Image Super-Resolution (PyTorch)☆61Apr 5, 2022Updated 3 years ago
- [NeurIPS 2023] Latent Graph Inference with Limited Supervision☆16Feb 1, 2024Updated 2 years ago
- This is a collection of awesome papers I have read (carefully or roughly) in the fields of computer vision, machine learning, pattern rec…☆14Aug 8, 2024Updated last year
- [ICLR'22] PyTorch code for our paper "Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning"☆29Feb 18, 2023Updated 3 years ago
- an official PyTorch implementation of the paper "Partial Network Cloning", CVPR 2023☆13Mar 21, 2023Updated 2 years ago
- ☆39Jul 6, 2023Updated 2 years ago
- [ICCV2023 Official PyTorch code] for Iterative Soft Shrinkage Learning for Efficient Image Super-Resolution☆29Mar 10, 2024Updated last year
- Soft Threshold Weight Reparameterization for Learnable Sparsity☆91Feb 15, 2023Updated 3 years ago
- [NeurIPS-2021] Slow Learning and Fast Inference: Efficient Graph Similarity Computation via Knowledge Distillation☆43Mar 24, 2023Updated 2 years ago
- We have implemented a framework that supports developers to structured prune neural networks of Tensorflow Models☆28Nov 7, 2024Updated last year
- [ICDM 2023] Momentum is All You Need for Data-Driven Adaptive Optimization☆26Mar 30, 2024Updated last year
- Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression. CVPR2020.☆64Jan 17, 2026Updated last month
- [NeurIPS'22] What Makes a "Good" Data Augmentation in Knowledge Distillation -- A Statistical Perspective☆37Dec 15, 2022Updated 3 years ago
- In progress.☆68Mar 26, 2024Updated last year
- Knowledge distillation from Ensembles of Iterative pruning (BMVC 2020)☆25Aug 13, 2020Updated 5 years ago
- A reproduction of PRUNING FILTERS FOR EFFICIENT CONVNETS☆28Jun 15, 2020Updated 5 years ago
- ☆16Jun 29, 2019Updated 6 years ago
- ☆17Jul 10, 2022Updated 3 years ago
- Code for BlockSwap (ICLR 2020).☆33Mar 25, 2021Updated 4 years ago
- Pytorch ImageNet training codes with various tricks, lr schedulers, distributed training, mixed precision training, DALI dataloader etc.☆18Aug 12, 2020Updated 5 years ago
- Pytorch implementation of our paper accepted by IEEE TNNLS, 2021 -- Network Pruning using Adaptive Exemplar Filters☆24Apr 4, 2021Updated 4 years ago
- ☆20Nov 27, 2022Updated 3 years ago
- ☆120Jun 13, 2020Updated 5 years ago
- DeepHoyer: Learning Sparser Neural Network with Differentiable Scale-Invariant Sparsity Measures☆32Aug 13, 2020Updated 5 years ago
- AFNet(NeurIPS 2022)☆20Nov 24, 2022Updated 3 years ago
- VidKV: Plug-and-Play 1.x-Bit KV Cache Quantization for Video Large Language Models☆26Mar 26, 2025Updated 11 months ago
- Simple python code to prune pytorch model☆22Feb 11, 2020Updated 6 years ago
- [Arxiv 2025] In-Video Instructions: Visual Signals as Generative Control☆46Nov 25, 2025Updated 3 months ago
- (CVPR 2021, Oral) Dynamic Slimmable Network☆231Dec 31, 2021Updated 4 years ago
- [IJCAI'22 Survey] Recent Advances on Neural Network Pruning at Initialization.☆59Oct 10, 2023Updated 2 years ago
- Code repositoy for "AOWS: Adaptive and optimal network width search with latency constraints", CVPR 2020☆36Jun 19, 2020Updated 5 years ago
- Revisiting Parameter Sharing for Automatic Neural Channel Number Search, NeurIPS 2020☆22Nov 15, 2020Updated 5 years ago
- [TKDE 2024, CIKM 2022] SLA²P: Self-supervised Anomaly Detection with Adversarial Perturbation.☆39Dec 26, 2024Updated last year
- Codebase for the paper "A Gradient Flow Framework for Analyzing Network Pruning"☆20Jan 31, 2021Updated 5 years ago
- Representative Graph Neural Network☆35Aug 12, 2020Updated 5 years ago
- [CVPR 2023] DepGraph: Towards Any Structural Pruning; LLMs, Vision Foundation Models, etc.☆3,262Sep 7, 2025Updated 5 months ago
- [ICDM 2022] Making Reconstruction-based Method Great Again for Video Anomaly Detection (PyTorch)☆40Mar 25, 2024Updated last year