Cheap distillation for convolutional neural networks.
☆35Oct 22, 2018Updated 7 years ago
Alternatives and similar repositories for pytorch-moonshine
Users that are interested in pytorch-moonshine are comparing it to the libraries listed below
Sorting:
- Hybrid Binary Networks: Optimizing for Accuracy, Efficiency and Memory - WACV18☆12Jul 5, 2019Updated 6 years ago
- ☆15Jan 8, 2020Updated 6 years ago
- Temporary Discriminator GAN☆14Jul 21, 2020Updated 5 years ago
- [ECCV18] Constraint-Aware Deep Neural Network Compression☆12Sep 11, 2018Updated 7 years ago
- Code for BlockSwap (ICLR 2020).☆33Mar 25, 2021Updated 4 years ago
- DeepHoyer: Learning Sparser Neural Network with Differentiable Scale-Invariant Sparsity Measures☆32Aug 13, 2020Updated 5 years ago
- An implementation of Squared Earth-Mover's Distance loss for Neural Networks.☆14Mar 25, 2023Updated 2 years ago
- Successfully training approximations to full-rank matrices for efficiency in deep learning.☆17Jan 5, 2021Updated 5 years ago
- Data-free knowledge distillation using Gaussian noise (NeurIPS paper)☆15Mar 24, 2023Updated 2 years ago
- ☆19May 28, 2020Updated 5 years ago
- Mode normalization (ICLR 2019).☆18Feb 27, 2019Updated 7 years ago
- The source code of the paper "Understanding Graph Neural Networks from Graph Signal Denoising Perspectives"☆23Jun 9, 2020Updated 5 years ago
- The original code for the paper "Learning to Learn via Self-Critique".☆48Aug 10, 2019Updated 6 years ago
- ☆47Dec 26, 2019Updated 6 years ago
- A Unified, Systematic Framework of Structured Weight Pruning for DNNs☆22Aug 3, 2018Updated 7 years ago
- The repo for the FeTS Challenge☆57Sep 9, 2025Updated 5 months ago
- Code for the paper "Training CNNs with Selective Allocation of Channels" (ICML 2019)☆25May 14, 2019Updated 6 years ago
- TF-FD☆20Nov 19, 2022Updated 3 years ago
- This is the official implementation of "DHP: Differentiable Meta Pruning via HyperNetworks".☆58Jan 17, 2026Updated last month
- ☆21Oct 27, 2019Updated 6 years ago
- A python script that automatise the training of a CNN, compress it through tensorflow (or ristretto) plugin, and compares the performance…☆27Dec 8, 2022Updated 3 years ago
- Chameleon: Adaptive Code Optimization for Expedited Deep Neural Network Compilation☆27Nov 7, 2019Updated 6 years ago
- Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression. CVPR2020.☆64Jan 17, 2026Updated last month
- This is the official repo for the experiments in the paper "Bilevel Programming for Hyperparameter Optimization and Meta-Learning"☆29Jun 7, 2018Updated 7 years ago
- Implementation for NAT.☆58Jan 18, 2020Updated 6 years ago
- Hardness-Aware Deep Metric Learning (CVPR2019) in pytorch☆28May 2, 2021Updated 4 years ago
- Knowledge distillation methods implemented with Tensorflow (now there are 11 (+1) methods, and will be added more.)☆265Nov 21, 2019Updated 6 years ago
- Supervised NN for pre-training. with group normalization and weight standardization☆30Feb 11, 2020Updated 6 years ago
- Implementation for <Neural Similarity Learning> in NeurIPS'19.☆33Aug 23, 2020Updated 5 years ago
- ☆34Feb 28, 2017Updated 9 years ago
- Codes for paper "Few Shot Network Compression via Cross Distillation", AAAI 2020.☆31Jan 31, 2020Updated 6 years ago
- Pytorch implementation of channel pruning and AMC☆32Jul 15, 2019Updated 6 years ago
- ☆137Oct 22, 2018Updated 7 years ago
- A tutorial on "Bayesian Compression for Deep Learning" published at NIPS (2017).☆206Dec 11, 2018Updated 7 years ago
- Keras implementation of Representation Learning with Contrastive Predictive Coding for images☆35Dec 2, 2020Updated 5 years ago
- Code for reproducing work of ICML 2019 paper: Memory-Optimal Direct Convolutions for Maximizing Classification Accuracy in Embedded Appli…☆12Jun 8, 2019Updated 6 years ago
- Combined Group and Exclusive Sparsity for Deep Neural Networks, ICML 2017☆32Mar 21, 2018Updated 7 years ago
- Code for paper "Object landmark discovery through unsupervised adaptation"☆38Nov 14, 2019Updated 6 years ago
- Conditional channel- and precision-pruning on neural networks☆72Mar 4, 2020Updated 6 years ago