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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

Analytic Insights into Structure and Rank of Neural Network Hessian Maps NIPS 2021
Searching for Two-Stream Models in Multivariate Space for Video Recognition ICCV 2021
Visformer: The Vision-Friendly Transformer ICCV 2021
ResNet or DenseNet? Introducing Dense Shortcuts to ResNet WACV 2021
Rethinking Graph Neural Architecture Search From Message-Passing CVPR 2021
GLiT: Neural Architecture Search for Global and Local Image Transformer ICCV 2021
RepVGG: Making VGG-Style ConvNets Great Again CVPR 2021
Any-Precision Deep Neural Networks AAAI 2021
Representative Batch Normalization With Feature Calibration CVPR 2021
Convolutions and Self-Attention: Re-interpreting Relative Positions in Pre-trained Language Models ACL 2021
IrEne: Interpretable Energy Prediction for Transformers ACL 2021
CvT: Introducing Convolutions to Vision Transformers ICCV 2021
HEMET: A Homomorphic-Encryption-Friendly Privacy-Preserving Mobile Neural Network Architecture ICML 2021
Is Each Layer Non-trivial in CNN? (Student Abstract) AAAI 2021
Nondeterminism and Instability in Neural Network Optimization ICML 2021
Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers EMNLP 2021
The Neural Tangent Link Between CNN Denoisers and Non-Local Filters CVPR 2021
HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens CVPR 2021
FBNetV3: Joint Architecture-Recipe Search Using Predictor Pretraining CVPR 2021
A Practical Method for Constructing Equivariant Multilayer Perceptrons for Arbitrary Matrix Groups ICML 2021
Retinex-Inspired Unrolling With Cooperative Prior Architecture Search for Low-Light Image Enhancement CVPR 2021
Modeling Task-Aware MIMO Cardinality for Efficient Multilingual Neural Machine Translation IJCNLP 2021
Are Pretrained Convolutions Better than Pretrained Transformers? IJCNLP 2021
General Nonlinearities in SO(2)-Equivariant CNNs NIPS 2021
Explaining heterogeneity in medial entorhinal cortex with task-driven neural networks NIPS 2021