facebookresearch / unnas
Code for "Are labels necessary for neural architecture search"
☆92Updated 8 months ago
Related projects ⓘ
Alternatives and complementary repositories for unnas
- ☆182Updated last year
- Code for AutoNL on ImageNet (CVPR2020)☆105Updated 4 years ago
- ☆49Updated 4 years ago
- A ShuffleBatchNorm layer to shuffle BatchNorm statistics across multiple GPUs☆56Updated 2 years ago
- Batch Normalization with Enhanced Linear Transformation☆53Updated 8 months ago
- ☆40Updated 5 years ago
- Implementation of momentum^2 teacher☆120Updated 3 years ago
- Yet Another Pytorch Distributed MobileNetV2-based Networks Implementation☆65Updated 4 years ago
- [ICLR 2020]: 'AtomNAS: Fine-Grained End-to-End Neural Architecture Search'☆223Updated 4 years ago
- Sparse Switchable Normalization with sparse activation function SparestMax☆64Updated 5 years ago
- Differentiable architecture search for convolutional and recurrent networks☆31Updated 5 years ago
- [NeurIPS 2020 Oral] Is normalization indispensable for training deep neural networks?☆34Updated 2 years ago
- Filter Response Normalization tested on better ImageNet baselines.☆35Updated 4 years ago
- Code for reproducing experiments in "How Useful is Self-Supervised Pretraining for Visual Tasks?"☆60Updated 3 months ago
- [ECCV 2020] DADA: Differentiable Automatic Data Augmentation☆189Updated last year
- ☆91Updated 5 years ago
- Parametric Instance Classification for Unsupervised Visual Feature Learning, NeurIPS 2020☆51Updated 3 years ago
- TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search (ECCV2020)☆76Updated 3 years ago
- BlockDrop: Dynamic Inference Paths in Residual Networks☆140Updated last year
- PyTorch implementation of Dynamic Grouping Convolution and Groupable ConvNet with pre-trained G-ResNeXt models☆69Updated 4 years ago
- The implementation of "Shape Adaptor: A Learnable Resizing Module" [ECCV 2020].☆73Updated 3 years ago
- Code for our paper "Informative Dropout for Robust Representation Learning: A Shape-bias Perspective" (ICML 2020)☆125Updated last year
- EAT-NAS: Elastic Architecture Transfer for Accelerating Large-scale Neural Architecture Search☆24Updated 5 years ago
- SparseMask: Differentiable Connectivity Learning for Dense Image Prediction.☆51Updated 5 years ago
- [CVPR 2021] Contrastive Neural Architecture Search with Neural Architecture Comparators☆40Updated 2 years ago
- A PyTorch implementation of shake-shake☆111Updated 4 years ago
- An official collection of code in different frameworks that reproduces experiments in "Group Normalization"☆117Updated 3 years ago
- An integration of several popular automatic augmentation methods, including OHL (Online Hyper-Parameter Learning for Auto-Augmentation St…☆47Updated 3 years ago
- PyTorch Code for "Evaluating the search phase of Neural Architecture Search" @ ICLR 2020☆50Updated 4 years ago
- ☆55Updated 4 years ago