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10/23/2022
Deep Equilibrium Approaches to Diffusion Models
Diffusion-based generative models are extremely effective in generating ...
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07/13/2022
Eliminating Gradient Conflict in Reference-based Line-art Colorization
Reference-based line-art colorization is a challenging task in computer ...
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04/18/2022
Deep Equilibrium Optical Flow Estimation
Many recent state-of-the-art (SOTA) optical flow models use finite-step ...
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11/09/2021
On Training Implicit Models
This paper focuses on training implicit models of infinite layers. Speci...
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10/28/2021
Residual Relaxation for Multi-view Representation Learning
Multi-view methods learn representations by aligning multiple views of t...
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09/09/2021
Is Attention Better Than Matrix Decomposition?
As an essential ingredient of modern deep learning, attention mechanism,...
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10/06/2019