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model architecture

324 papers

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neural network (6616) convolutional neural network (4216) vision transformer (1091) image classification (1943) neural architecture search (665) neural network optimization (1293) efficient computing (779) model compression (3283) attention mechanism (3975) deep learning (2111)

Papers

Deformable Butterfly: A Highly Structured and Sparse Linear Transform NIPS 2021
Differentiable Dynamic Wirings for Neural Networks ICCV 2021
Multilingual Neural Machine Translation with Deep Encoder and Multiple Shallow Decoders EACL 2021
Are Pretrained Convolutions Better than Pretrained Transformers? ACL 2021
CATE: Computation-aware Neural Architecture Encoding with Transformers ICML 2021
MiSS@WMT21: Contrastive Learning-reinforced Domain Adaptation in Neural Machine Translation EMNLP 2021
Rethinking Channel Dimensions for Efficient Model Design CVPR 2021
Capsule Network Is Not More Robust Than Convolutional Network CVPR 2021
Diverse Branch Block: Building a Convolution as an Inception-Like Unit CVPR 2021
CondenseNet V2: Sparse Feature Reactivation for Deep Networks CVPR 2021
Dynamic Resolution Network NIPS 2021
Augmented Shortcuts for Vision Transformers NIPS 2021
On the number of linear functions composing deep neural network: Towards a refined definition of neural networks complexity AISTATS 2021
Exploring the loss landscape in neural architecture search UAI 2021
FlexAE: flexibly learning latent priors for wasserstein auto-encoders UAI 2021
Improved Training of Generative Adversarial Networks Using Decision Forests WACV 2021
MeliusNet: An Improved Network Architecture for Binary Neural Networks WACV 2021
OverNet: Lightweight Multi-Scale Super-Resolution With Overscaling Network WACV 2021
TResNet: High Performance GPU-Dedicated Architecture WACV 2021
Early Convolutions Help Transformers See Better NIPS 2021
Discovering Better Model Architectures for Medical Query Understanding NAACL 2021
Catformer: Designing Stable Transformers via Sensitivity Analysis ICML 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction Without Convolutions ICCV 2021
ConvBERT: Improving BERT with Span-based Dynamic Convolution NIPS 2020
Auto Learning Attention NIPS 2020