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Consistency models have exhibited remarkable capabilities in facilitating efficient image/video generation, enabling synthesis with minimal sampling steps.
Generative adversarial nets
Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio · 2014
Earlier work this paper cites.
Cnn architectures for large-scale audio classification
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Which training methods for gans do actually converge?
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The mtg-jamendo dataset for automatic music tagging
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Zheng-cong Fei · 2019
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Actor-critic sequence generation for relative difference captioning
Zhengcong Fei · 2020
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Closed-form factorization of latent semantics in gans
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Semi-autoregressive image captioning
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Riffusion - Stable diffusion for real-time music generation
Seth Forsgren and Hayk Martiros · 2022
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Classifier-free diffusion guidance
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Lcm-lora: A universal stable-diffusion acceleration module
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Mustango: Toward controllable text-to-music generation
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MusicLM: Generating music from text
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Adversarial diffusion distillation
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Mo \ \backslash ˆ usai: Text-to-music generation with long-context latent diffusion
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Improved techniques for training consistency models
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Unlimited-size diffusion restoration
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Diffusion models: A comprehensive survey of methods and applications
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Adding conditional control to text-to-image diffusion models
Lvmin Zhang, Anyi Rao, and Maneesh Agrawala · 2023
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A survey of ai music generation tools and models
Yueyue Zhu, Jared Baca, Banafsheh Rekabdar, and Reza Rawassizadeh · 2023
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Scalable diffusion models with state space backbone
Zhengcong Fei, Mingyuan Fan, Changqian Yu, and Junshi Huang · 2024
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