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05/01/2023
In-Context Learning Unlocked for Diffusion Models
We present Prompt Diffusion, a framework for enabling in-context learnin...
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03/16/2023
DIRE for Diffusion-Generated Image Detection
Diffusion models have shown remarkable success in visual synthesis, but ...
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08/29/2022
Demystifying Arch-hints for Model Extraction: An Attack in Unified Memory System
The deep neural network (DNN) models are deemed confidential due to thei...
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08/12/2022
Diffusion Policies as an Expressive Policy Class for Offline Reinforcement Learning
Offline reinforcement learning (RL), which aims to learn an optimal poli...
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06/05/2022
Diffusion-GAN: Training GANs with Diffusion
For stable training of generative adversarial networks (GANs), injecting...
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02/19/2022
A Regularized Implicit Policy for Offline Reinforcement Learning
Offline reinforcement learning enables learning from a fixed dataset, wi...
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06/06/2021
