AutoGrow: Automatic Layer Growing in Deep Convolutional Networks (KDD 2020)
☆40Jun 10, 2019Updated 6 years ago
Alternatives and similar repositories for autogrow
Users that are interested in autogrow are comparing it to the libraries listed below
Sorting:
- ☆10Nov 5, 2019Updated 6 years ago
- Learnable Embedding Space for Efficient Neural Architecture Compression☆29Apr 25, 2019Updated 6 years ago
- Implementation for <Regularizing Neural Networks via Minimizing Hyperspherical Energy> in CVPR'20.☆24Jun 23, 2020Updated 5 years ago
- Code repositoy for "AOWS: Adaptive and optimal network width search with latency constraints", CVPR 2020☆36Jun 19, 2020Updated 5 years ago
- PyTorch implementation of "Single-Path NAS: Device-Aware Efficient ConvNet Design"☆37Oct 18, 2022Updated 3 years ago
- Successfully training approximations to full-rank matrices for efficiency in deep learning.☆17Jan 5, 2021Updated 5 years ago
- ☆16Jun 18, 2025Updated 8 months ago
- AutoML framework balancing performance and complexity☆15May 9, 2021Updated 4 years ago
- Code for paper "SWALP: Stochastic Weight Averaging forLow-Precision Training".☆62May 11, 2019Updated 6 years ago
- Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search☆89May 29, 2019Updated 6 years ago
- Code for the paper "Feature Grouping as a Stochastic Regularizer for High-Dimensional Structured Data" at ICML 2019.☆20Apr 22, 2019Updated 6 years ago
- Codes for Accepted Paper : "MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization" in NeurIPS 2019☆54May 8, 2020Updated 5 years ago
- Local search for NAS☆18Nov 3, 2020Updated 5 years ago
- ShaResNet: reducing residual network parameter number by sharing weights☆32Mar 6, 2017Updated 9 years ago
- Automated Steel Bar Counting and Center Localization with Convolutional Neural Networks☆34May 16, 2019Updated 6 years ago
- Revisiting Parameter Sharing for Automatic Neural Channel Number Search, NeurIPS 2020☆22Nov 15, 2020Updated 5 years ago
- Dynamic Channel Pruning: Feature Boosting and Suppression☆19May 9, 2019Updated 6 years ago
- Github repo for my experiments with the orthogonal convolution idea☆22Sep 20, 2017Updated 8 years ago
- Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours☆396Dec 14, 2020Updated 5 years ago
- Yet Another Pytorch Distributed MobileNetV2-based Networks Implementation☆63Apr 9, 2020Updated 5 years ago
- Energy-based Dropout and Pruning of Deep Neural Networks☆10Oct 9, 2020Updated 5 years ago
- ☆10May 9, 2019Updated 6 years ago
- [IROS 2021] ADD: A Fine-grained Dynamic Inference Architecture for Semantic Image Segmentation☆10May 3, 2022Updated 3 years ago
- The code for ELKPPNet☆11Jul 23, 2019Updated 6 years ago
- [Ongoing Project] Codebase for network quantization study.☆12May 20, 2020Updated 5 years ago
- The official implementation of paper "DIANet:Dense-and-Implicit-Attention-Network".☆103Jun 16, 2023Updated 2 years ago
- Interpolation between Residual and Non-Residual Networks, ICML 2020. https://arxiv.org/abs/2006.05749☆26Aug 16, 2020Updated 5 years ago
- ☆29May 6, 2020Updated 5 years ago
- SmoothOut: Smoothing Out Sharp Minima to Improve Generalization in Deep Learning☆23Nov 21, 2018Updated 7 years ago
- Pruning Neural Networks with Taylor criterion in Pytorch☆321Nov 3, 2019Updated 6 years ago
- Code for computing the hidden biases in deep networks and its applications☆14Feb 23, 2023Updated 3 years ago
- ☆69Mar 4, 2020Updated 6 years ago
- Code for our ICML'2020 paper "Stabilizing Differentiable Architecture Search via Perturbation-based Regularization"☆76Apr 12, 2021Updated 4 years ago
- [CVPR2020] CARS: Continuous Evolution for Efficient Neural Architecture Search☆103Jun 30, 2020Updated 5 years ago
- Dynamic Distribution Pruning for Efficient Network Architecture Search☆47Jun 24, 2019Updated 6 years ago
- Implementation of our ECCV 2018 paper "Efficient Semantic Scene Completion Network with Spatial Group Convolution"☆44Jul 12, 2019Updated 6 years ago
- ☆47Jan 17, 2020Updated 6 years ago
- Neural Rejuvenation: Improving Deep Network Training by Enhancing Computational Resource Utilization at CVPR'19☆48Jun 13, 2019Updated 6 years ago
- Code base for SRSGD.☆28Mar 5, 2020Updated 6 years ago