Yonghongwei / Gradient-CentralizationLinks
A New Optimization Technique for Deep Neural Networks
☆540Updated 3 years ago
Alternatives and similar repositories for Gradient-Centralization
Users that are interested in Gradient-Centralization are comparing it to the libraries listed below
Sorting:
- MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.☆696Updated 3 years ago
- 🛠 Toolbox to extend PyTorch functionalities☆419Updated last year
- Official Pytorch Implementation of "TResNet: High-Performance GPU-Dedicated Architecture" (WACV 2021)☆478Updated 10 months ago
- Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.☆596Updated 5 years ago
- lookahead optimizer (Lookahead Optimizer: k steps forward, 1 step back) for pytorch☆337Updated 6 years ago
- Standardizing weights to accelerate micro-batch training☆551Updated 3 years ago
- Code for paper☆560Updated 4 years ago
- A PyTorch implementation of " EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks."☆313Updated 5 years ago
- Official implementation of 'FMix: Enhancing Mixed Sample Data Augmentation'☆338Updated 4 years ago
- torchsummaryX: Improved visualization tool of torchsummary☆303Updated 3 years ago
- Pytorch implementation of newly added convolution☆587Updated 6 years ago
- PyTorch implementation of AutoAugment.☆159Updated 5 years ago
- This repository reproduces the results of the paper: "Fixing the train-test resolution discrepancy" https://arxiv.org/abs/1906.06423☆1,045Updated 4 years ago
- Stochastic Weight Averaging in PyTorch☆977Updated 4 years ago
- Implementing Attention Augmented Convolutional Networks using Pytorch☆655Updated 3 years ago
- Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute☆1,530Updated 4 years ago
- PyTorch DataLoaders implemented with DALI for accelerating image preprocessing☆885Updated 5 years ago
- PyTorch implementation of Octave Convolution with pre-trained Oct-ResNet and Oct-MobileNet models☆293Updated 5 years ago
- Compute CNN receptive field size in pytorch in one line☆364Updated last year
- Code for Noisy Student Training. https://arxiv.org/abs/1911.04252☆765Updated 4 years ago
- Pytorch implementation of network design paradigm described in the paper "Designing Network Design Spaces"☆185Updated last year
- Efficient Learning of Augmentation Policy Schedules☆506Updated 6 years ago
- Search for RegNet using PyTorch☆318Updated 5 years ago
- Weakly Supervised Learning On Images☆601Updated 4 years ago
- Ranger - a synergistic optimizer using RAdam (Rectified Adam), Gradient Centralization and LookAhead in one codebase☆1,207Updated last year
- Example code showing how to use Nvidia DALI in pytorch, with fallback to torchvision. Contains a few differences to the official Nvidia …☆198Updated 5 years ago
- Deep Learning Experiment Management☆641Updated 2 years ago
- Implementing Stand-Alone Self-Attention in Vision Models using Pytorch☆455Updated 5 years ago
- a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results☆871Updated 4 years ago
- Implementation of Dynamic ReLU on Pytorch☆204Updated 5 years ago