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07/02/2023
X-MLP: A Patch Embedding-Free MLP Architecture for Vision
Convolutional neural networks (CNNs) and vision transformers (ViT) have ...
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06/18/2023
Learn to Enhance the Negative Information in Convolutional Neural Network
This paper proposes a learnable nonlinear activation mechanism specifica...
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06/10/2023
FalconNet: Factorization for the Light-weight ConvNets
Designing light-weight CNN models with little parameters and Flops is a ...
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05/23/2023
Evolution: A Unified Formula for Feature Operators from a High-level Perspective
Traditionally, different types of feature operators (e.g., convolution, ...
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07/15/2021
SA-GD: Improved Gradient Descent Learning Strategy with Simulated Annealing
Gradient descent algorithm is the most utilized method when optimizing m...
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06/26/2021
Interflow: Aggregating Multi-layer Feature Mappings with Attention Mechanism
Traditionally, CNN models possess hierarchical structures and utilize th...
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06/25/2021
Jitter: Random Jittering Loss Function
Regularization plays a vital role in machine learning optimization. One ...
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06/13/2021