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neural network architecture

362 papers

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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

Predictive State Propensity Subclassification (PSPS): A causal inference algorithm for data-driven propensity score stratification CLEAR 2022
Learning Articulated Rigid Body Dynamics with Lagrangian Graph Neural Network NIPS 2022
Occlusion-Robust Face Alignment Using a Viewpoint-Invariant Hierarchical Network Architecture CVPR 2022
Beyond GNNs: An Efficient Architecture for Graph Problems AAAI 2022
HNO: High-Order Numerical Architecture for ODE-Inspired Deep Unfolding Networks AAAI 2022
DECORE: Deep Compression With Reinforcement Learning CVPR 2022
CLRNet: Cross Layer Refinement Network for Lane Detection CVPR 2022
Sequencer: Deep LSTM for Image Classification NIPS 2022
Fast Approximations for Job Shop Scheduling: A Lagrangian Dual Deep Learning Method AAAI 2022
Detailed Facial Geometry Recovery from Multi-View Images by Learning an Implicit Function AAAI 2022
Focal Sparse Convolutional Networks for 3D Object Detection CVPR 2022
FNet: Mixing Tokens with Fourier Transforms NAACL 2022
Deep Hyperspectral-Depth Reconstruction Using Single Color-Dot Projection CVPR 2022
Value Refinement Network (VRN) IJCAI 2022
Art Creation with Multi-Conditional StyleGANs IJCAI 2022
Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs CVPR 2022
Wide Neural Networks Forget Less Catastrophically ICML 2022
Information Injection to Deep Learning Solutions in Knowledge Transfer IJCAI 2022
Synergy and Symmetry in Deep Learning: Interactions between the Data, Model, and Inference Algorithm ICML 2022
Variational Inference for Infinitely Deep Neural Networks ICML 2022
RACAI at SemEval-2022 Task 11: Complex named entity recognition using a lateral inhibition mechanism NAACL 2022
Prototype Based Classification from Hierarchy to Fairness ICML 2022
RRL: Regional Rotate Layer in Convolutional Neural Networks AAAI 2022
When Shift Operation Meets Vision Transformer: An Extremely Simple Alternative to Attention Mechanism AAAI 2022
VariGrow: Variational Architecture Growing for Task-Agnostic Continual Learning based on Bayesian Novelty ICML 2022