conftrace_

weight sharing

99 papers

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WS

Co-occurring keywords

neural architecture search (666) model compression (3302) neural network (6616) convolutional neural network (4226) knowledge distillation (3725) supernet training (26) parameter efficiency (417) image classification (1944) one-shot learning (233) neural network optimization (1293)

Papers

Towards Biologically Plausible Convolutional Networks NIPS 2021
Layer-Wise Neural Network Compression via Layer Fusion ACML 2021
BN-NAS: Neural Architecture Search With Batch Normalization ICCV 2021
V-DESIRR: Very Fast Deep Embedded Single Image Reflection Removal ICCV 2021
FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search ICCV 2021
Fitting the Search Space of Weight-sharing NAS with Graph Convolutional Networks AAAI 2021
Norm-Based Generalisation Bounds for Deep Multi-Class Convolutional Neural Networks AAAI 2021
Extremely Low Footprint End-to-End ASR System for Smart Device INTERSPEECH 2021
Meta Learning Backpropagation And Improving It NIPS 2021
K-shot NAS: Learnable Weight-Sharing for NAS with K-shot Supernets ICML 2021
Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers EMNLP 2021
Few-Shot Neural Architecture Search ICML 2021
UnClE: Explicitly Leveraging Semantic Similarity to Reduce the Parameters of Word Embeddings EMNLP 2021
Improving Auto-Augment via Augmentation-Wise Weight Sharing NIPS 2020
Overcoming Multi-Model Forgetting in One-Shot NAS With Diversity Maximization CVPR 2020
Meta Segmentation Network for Ultra-Resolution Medical Images IJCAI 2020
Can Weight Sharing Outperform Random Architecture Search? An Investigation With TuNAS CVPR 2020
Bridging the Gap between Sample-based and One-shot Neural Architecture Search with BONAS NIPS 2020
FENAS: Flexible and Expressive Neural Architecture Search EMNLP 2020
Fast and Deep Graph Neural Networks AAAI 2020
On the Role of Weight Sharing During Deep Option Learning AAAI 2020
DropNAS: Grouped Operation Dropout for Differentiable Architecture Search IJCAI 2020
The Diversified Ensemble Neural Network NIPS 2020
M-NAS: Meta Neural Architecture Search AAAI 2020
Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search NIPS 2020