xternalz / SDPoint
Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks
☆18Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for SDPoint
- ☆23Updated 6 years ago
- Code for BlockSwap (ICLR 2020).☆33Updated 3 years ago
- "Learning Rate Dropout" in PyTorch☆34Updated 4 years ago
- Successfully training approximations to full-rank matrices for efficiency in deep learning.☆16Updated 3 years ago
- Advanced optimizer with Gradient-Centralization☆21Updated 4 years ago
- Implementation of the Budgeted Super Networks☆26Updated 5 years ago
- Partially Adaptive Momentum Estimation method in the paper "Closing the Generalization Gap of Adaptive Gradient Methods in Training Deep …☆39Updated last year
- Code repositoy for "AOWS: Adaptive and optimal network width search with latency constraints", CVPR 2020☆36Updated 4 years ago
- Exploiting Uncertainty of Loss Landscape for Stochastic Optimization☆15Updated 5 years ago
- Official implementation of "UNAS: Differentiable Architecture Search Meets Reinforcement Learning", CVPR 2020 Oral☆60Updated last year
- ☆19Updated last year
- An Implementation of "Small steps and giant leaps: Minimal Newton solvers for Deep Learning" In pytorch☆21Updated 6 years ago
- pytorch implementation of "Contrastive Multiview Coding", "Momentum Contrast for Unsupervised Visual Representation Learning", and "Unsup…☆17Updated 4 years ago
- ☆34Updated 5 years ago
- Meta-SGD Algorithms Implementation☆21Updated 4 months ago
- Filter Response Normalization tested on better ImageNet baselines.☆35Updated 4 years ago
- Role-Wise Data Augmentation for Knowledge Distillation☆18Updated 2 years ago
- pytorch implementation of Structured Bayesian Pruning☆19Updated 6 years ago
- MixPath: A Unified Approach for One-shot Neural Architecture Search☆28Updated 4 years ago
- Generalized Framework for PyTorch☆32Updated 3 years ago
- Pytorch Implementation of HybridNet: Classification and Reconstruction Cooperation for Semi-Supervised Learning (https://arxiv.org/abs/18…☆16Updated 6 years ago
- ☆23Updated 4 years ago
- PyTorch Implementation of 'Deep Networks with Stochastic Depth'☆28Updated 6 years ago
- [ECCV18] Constraint-Aware Deep Neural Network Compression☆12Updated 6 years ago
- WeightNet: Revisiting the Design Space of Weight Networks☆18Updated 3 years ago
- Repository with code for paper "Inhibited Softmax for Uncertainty Estimation in Neural Networks"☆25Updated 5 years ago
- AutoGrow: Automatic Layer Growing in Deep Convolutional Networks (KDD 2020)☆39Updated 5 years ago
- Codes for DATA: Differentiable ArchiTecture Approximation.☆11Updated 3 years ago
- A fast data loader for ImageNet on PyTorch.☆17Updated 5 years ago