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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

Persistent-Transient Duality: A Multi-Mechanism Approach for Modeling Human-Object Interaction ICCV 2023
Andronicus of Rhodes at SemEval-2023 Task 4: Transformer-Based Human Value Detection Using Four Different Neural Network Architectures SEMEVAL 2023
AstroNet: When Astrocyte Meets Artificial Neural Network CVPR 2023
COLA: Orchestrating Error Coding and Learning for Robust Neural Network Inference Against Hardware Defects ICML 2023
Scaling Vision Transformers to 22 Billion Parameters ICML 2023
Localized Semantic Feature Mixers for Efficient Pedestrian Detection in Autonomous Driving CVPR 2023
Multi-Task Structural Learning using Local Task Similarity induced Neuron Creation and Removal ICML 2023
Global Context Vision Transformers ICML 2023
Andronicus of Rhodes at SemEval-2023 Task 4: Transformer-Based Human Value Detection Using Four Different Neural Network Architectures ACL 2023
Run, Don't Walk: Chasing Higher FLOPS for Faster Neural Networks CVPR 2023
CoPriv: Network/Protocol Co-Optimization for Communication-Efficient Private Inference NIPS 2023
Neumann Network With Recursive Kernels for Single Image Defocus Deblurring CVPR 2023
Propagate and Calibrate: Real-Time Passive Non-Line-of-Sight Tracking CVPR 2023
Efficient Controllable Multi-Task Architectures ICCV 2023
Constructing Deep Spiking Neural Networks From Artificial Neural Networks With Knowledge Distillation CVPR 2023
MobileOne: An Improved One Millisecond Mobile Backbone CVPR 2023
Integral Neural Networks CVPR 2023
A Unified Query-Based Paradigm for Point Cloud Understanding CVPR 2022
HNO: High-Order Numerical Architecture for ODE-Inspired Deep Unfolding Networks AAAI 2022
Fast Approximations for Job Shop Scheduling: A Lagrangian Dual Deep Learning Method AAAI 2022
Deep Differentiable Logic Gate Networks NIPS 2022
Beyond GNNs: An Efficient Architecture for Graph Problems AAAI 2022
RRL: Regional Rotate Layer in Convolutional Neural Networks AAAI 2022
Learning Articulated Rigid Body Dynamics with Lagrangian Graph Neural Network NIPS 2022
Value Refinement Network (VRN) IJCAI 2022