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network architecture

142 papers

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neural architecture search (665) convolutional neural network (4216) model compression (3283) image classification (1943) neural network (6616) neural network architecture (362) neural network optimization (1293) representation learning (6174) architecture optimization (64) differentiable architecture search (44)

Papers

Towards an Effective Orthogonal Dictionary Convolution Strategy AAAI 2022
Verifiability and Predictability: Interpreting Utilities of Network Architectures for Point Cloud Processing CVPR 2021
Understanding the wiring evolution in differentiable neural architecture search AISTATS 2021
DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation CVPR 2021
Neural Architecture Search With Random Labels CVPR 2021
On the Transformer Growth for Progressive BERT Training NAACL 2021
Rethinking and Improving the Robustness of Image Style Transfer CVPR 2021
Rethinking BiSeNet for Real-Time Semantic Segmentation CVPR 2021
Incremental Learning via Rate Reduction CVPR 2021
The Heterogeneity Hypothesis: Finding Layer-Wise Differentiated Network Architectures CVPR 2021
Unchain the Search Space with Hierarchical Differentiable Architecture Search AAAI 2021
DOTS: Decoupling Operation and Topology in Differentiable Architecture Search CVPR 2021
Convolutional Neural Network Pruning With Structural Redundancy Reduction CVPR 2021
RepVGG: Making VGG-Style ConvNets Great Again CVPR 2021
Adaptive Aggregation Networks for Class-Incremental Learning CVPR 2021
Precise characterization of the prior predictive distribution of deep ReLU networks NIPS 2021
Neural Architecture Search of SPD Manifold Networks IJCAI 2021
Learning Diverse-Structured Networks for Adversarial Robustness ICML 2021
Understanding Generalization in Deep Learning via Tensor Methods AISTATS 2020
Evolutionary Algorithm Enhanced Neural Architecture Search for Text-Independent Speaker Verification INTERSPEECH 2020
X3D: Expanding Architectures for Efficient Video Recognition CVPR 2020
Neural Inheritance Relation Guided One-Shot Layer Assignment Search AAAI 2020
Computing the Testing Error Without a Testing Set CVPR 2020
Obtaining Faithful Interpretations from Compositional Neural Networks ACL 2020
Block-Wisely Supervised Neural Architecture Search With Knowledge Distillation CVPR 2020