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neural network architecture

362 papers

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Co-occurring keywords

neural network (6616) convolutional neural network (4216) model compression (3283) image classification (1943) representation learning (6174) object detection (2759) attention mechanism (3975) deep learning (2111) efficient computing (779) computer vision (735)

Papers

RAFT: Recurrent All-Pairs Field Transforms for Optical Flow (Extended Abstract) IJCAI 2021
Deep Permutation Equivariant Structure From Motion ICCV 2021
Rethinking Spatial Dimensions of Vision Transformers ICCV 2021
Sefamerve ARGE at SemEval-2021 Task 5: Toxic Spans Detection Using Segmentation Based 1-D Convolutional Neural Network Model ACL 2021
Adaptive Aggregation Networks for Class-Incremental Learning CVPR 2021
Grid-Functioned Neural Networks ICML 2021
NASGEM: Neural Architecture Search via Graph Embedding Method AAAI 2021
Joint Inference for Neural Network Depth and Dropout Regularization NIPS 2021
A Permutation-Equivariant Neural Network Architecture For Auction Design AAAI 2021
In-depth Benchmarking of Deep Neural Network Architectures for ECG Diagnosis MLHC 2021
Deep Portfolio Optimization via Distributional Prediction of Residual Factors AAAI 2021
How Does Topology Influence Gradient Propagation and Model Performance of Deep Networks With DenseNet-Type Skip Connections? CVPR 2021
Involution: Inverting the Inherence of Convolution for Visual Recognition CVPR 2021
Monocular Real-Time Full Body Capture With Inter-Part Correlations CVPR 2021
Sample-Specific Output Constraints for Neural Networks AAAI 2021
Towards Extracting Graph Neural Network Models via Prediction Queries (Student Abstract) AAAI 2021
Topological Machine Learning Methods for Power System Responses to Contingencies AAAI 2021
AutoDropout: Learning Dropout Patterns to Regularize Deep Networks AAAI 2021
Aggregation With Feature Detection ICCV 2021
PU-EVA: An Edge-Vector Based Approximation Solution for Flexible-Scale Point Cloud Upsampling ICCV 2021
Exploring Architectural Ingredients of Adversarially Robust Deep Neural Networks NIPS 2021
How does a Neural Network's Architecture Impact its Robustness to Noisy Labels? NIPS 2021
CGA-Net: Category Guided Aggregation for Point Cloud Semantic Segmentation CVPR 2021
NLyticsFKIE at SemEval-2021 Task 6: Detection of Persuasion Techniques In Texts And Images ACL 2021
Forced Variational Integrator Networks for Prediction and Control of Mechanical Systems L4DC 2021