The implementation of "Shape Adaptor: A Learnable Resizing Module" [ECCV 2020].
☆72Mar 10, 2021Updated 4 years ago
Alternatives and similar repositories for shape-adaptor
Users that are interested in shape-adaptor are comparing it to the libraries listed below
Sorting:
- Yet Another Pytorch Distributed MobileNetV2-based Networks Implementation☆63Apr 9, 2020Updated 5 years ago
- Code for AutoNL on ImageNet (CVPR2020)☆104May 16, 2020Updated 5 years ago
- [IROS 2021] ADD: A Fine-grained Dynamic Inference Architecture for Semantic Image Segmentation☆10May 3, 2022Updated 3 years ago
- 'Discretization-Aware Architecture Search' alleviates the discretization gap in one-shot differentiable NAS. DAAS has been accepted by PR…☆20Jul 30, 2021Updated 4 years ago
- Encodings for neural architecture search☆29Apr 5, 2021Updated 4 years ago
- A pytorch implementation of "Robust Facial Landmark Detection by Multi-order Multi-constrained Network"☆13Dec 9, 2020Updated 5 years ago
- Rethinking Bottleneck Structure for Efficient Mobile Network Design☆12Jul 22, 2020Updated 5 years ago
- ☆29May 6, 2020Updated 5 years ago
- [ECCV 2020] Scale Adaptive Network: Learning to Learn Parameterized Classification Networks for Scalable Input Images☆44Jul 23, 2020Updated 5 years ago
- MiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation. Published in CVPR 2020☆36Dec 17, 2020Updated 5 years ago
- ☆173Aug 7, 2020Updated 5 years ago
- [ICLR 2020]: 'AtomNAS: Fine-Grained End-to-End Neural Architecture Search'☆220Jun 8, 2020Updated 5 years ago
- Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search☆177Oct 3, 2023Updated 2 years ago
- AutoML framework balancing performance and complexity☆15May 9, 2021Updated 4 years ago
- Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks☆18Nov 5, 2019Updated 6 years ago
- Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search☆89May 29, 2019Updated 6 years ago
- Pytorch implementation of our paper accepted by IEEE TNNLS, 2021 -- Network Pruning using Adaptive Exemplar Filters☆24Apr 4, 2021Updated 4 years ago
- TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search (ECCV2020)☆75May 23, 2021Updated 4 years ago
- Official Implementation of MEAL: Multi-Model Ensemble via Adversarial Learning on AAAI 2019☆177Feb 20, 2020Updated 6 years ago
- MONeT framework for reducing memory consumption of DNN training☆174May 4, 2021Updated 4 years ago
- Local search for NAS☆18Nov 3, 2020Updated 5 years ago
- Source code accompanying our CVPR 2019 paper: "NetTailor: Tuning the architecture, not just the weights."☆54Aug 14, 2021Updated 4 years ago
- ☆54May 24, 2020Updated 5 years ago
- My solution to the Global Data Science Challenge☆36May 6, 2020Updated 5 years ago
- Pytorch implementation of our paper accepted by IEEE TNNLS, 2021 -- Filter Sketch for Network Pruning☆53Feb 11, 2021Updated 5 years ago
- MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.☆702Dec 24, 2021Updated 4 years ago
- Code for our arxiv preprint: https://arxiv.org/abs/1904.05236☆34Apr 9, 2019Updated 6 years ago
- Code repositoy for "AOWS: Adaptive and optimal network width search with latency constraints", CVPR 2020☆36Jun 19, 2020Updated 5 years ago
- Experiments with the ideas presented in https://arxiv.org/abs/2003.00152 by Frankle et al.☆29Aug 21, 2020Updated 5 years ago
- Multinomial Distribution Learning for Effective Neural Architecture Search☆208Jun 24, 2019Updated 6 years ago
- Code for our paper: "Regularity Normalization: Neuroscience-Inspired Unsupervised Attention across Neural Network Layers".☆20Dec 28, 2021Updated 4 years ago
- [CVPR 2020] Dynamic Hierarchical Mimicking Towards Consistent Optimization Objectives☆84Jul 16, 2020Updated 5 years ago
- (CVPR 2020) Block-wisely Supervised Neural Architecture Search with Knowledge Distillation☆237Sep 23, 2021Updated 4 years ago
- Automated deep learning algorithms implemented in PyTorch.☆1,586Apr 24, 2022Updated 3 years ago
- Good Subnetworks Provably Exist: Pruning via Greedy Forward Selection☆21Jan 21, 2021Updated 5 years ago
- Efficient Scaling of Neurons for Resource-Constrained Deep Neural Networks☆25Jul 14, 2020Updated 5 years ago
- [CVPR 2018] Official Tensorflow Code of Learning Strict Identity Mappings in Deep Residual Networks☆21Sep 27, 2020Updated 5 years ago
- PyTorch implementation of "Single-Path NAS: Device-Aware Efficient ConvNet Design"☆37Oct 18, 2022Updated 3 years ago
- (CVPR2020)Scale-equalizing Pyramid Convolution for object detection☆332May 24, 2023Updated 2 years ago