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06/04/2023
Detector Guidance for Multi-Object Text-to-Image Generation
Diffusion models have demonstrated impressive performance in text-to-ima...
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05/30/2023
Make-A-Voice: Unified Voice Synthesis With Discrete Representation
Various applications of voice synthesis have been developed independentl...
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05/18/2023
PTQD: Accurate Post-Training Quantization for Diffusion Models
Diffusion models have recently dominated image synthesis and other relat...
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01/30/2023
ERA-Solver: Error-Robust Adams Solver for Fast Sampling of Diffusion Probabilistic Models
Though denoising diffusion probabilistic models (DDPMs) have achieved re...
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01/30/2023
Make-An-Audio: Text-To-Audio Generation with Prompt-Enhanced Diffusion Models
Large-scale multimodal generative modeling has created milestones in tex...
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11/21/2022
Diffusion Denoising Process for Perceptron Bias in Out-of-distribution Detection
Out-of-distribution (OOD) detection is an important task to ensure the r...
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02/20/2022
Pseudo Numerical Methods for Diffusion Models on Manifolds
Denoising Diffusion Probabilistic Models (DDPMs) can generate high-quali...
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08/04/2019
A systematic review of fuzzing based on machine learning techniques
Security vulnerabilities play a vital role in network security system. F...
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03/25/2019