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08/19/2023
Understanding Self-attention Mechanism via Dynamical System Perspective
The self-attention mechanism (SAM) is widely used in various fields of a...
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04/25/2023
Exploring Compositional Visual Generation with Latent Classifier Guidance
Diffusion probabilistic models have achieved enormous success in the fie...
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02/05/2023
On Robust Numerical Solver for ODE via Self-Attention Mechanism
With the development of deep learning techniques, AI-enhanced numerical ...
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10/27/2022
Layer-wise Shared Attention Network on Dynamical System Perspective
Attention networks have successfully boosted accuracy in various vision ...
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11/28/2020
Efficient Attention Network: Accelerate Attention by Searching Where to Plug
Recently, many plug-and-play self-attention modules are proposed to enha...
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08/12/2019
Instance Enhancement Batch Normalization: an Adaptive Regulator of Batch Noise
Batch Normalization (BN) (Ioffe and Szegedy 2015) normalizes the feature...
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05/25/2019