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NumberTitleLinkStudents
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Generative ModelingNumber of papers
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101Diffusion Models Beat GANs on Image Synthesishttps://arxiv.org/pdf/2105.05233v434
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102Score-based Generative Modeling in Latent Spacehttps://arxiv.org/pdf/2106.05931.pdfNE
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103Few-Shot Diffusion Modelshttps://arxiv.org/pdf/2205.15463YH
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104Cold Diffusion: Inverting Arbitrary Image Transforms Without Noisehttps://arxiv.org/pdf/2208.09392AE+SG
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105Improving Diffusion Model Efficiency Through Patchinghttps://arxiv.org/pdf/2207.04316.pdfCZ+YB
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106Perception Prioritized Training of Diffusion Modelshttps://arxiv.org/pdf/2204.00227NK
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107Score-Based Generative Modeling with Critically-Damped Langevin Diffusionhttps://arxiv.org/pdf/2112.07068NL
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108Bilateral Denoising Diffusion Modelshttps://arxiv.org/pdf/2108.11514KH+IH
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109Pseudo Numerical Methods for Diffusion Models on Manifoldshttps://arxiv.org/pdf/2202.09778
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110Frido: Feature Pyramid Diffusion for Complex Scene Image Synthesishttps://arxiv.org/pdf/2208.13753.pdf
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111MotionDiffuse: Text-Driven Human Motion Generation with Diffusion Modelhttps://arxiv.org/pdf/2208.15001.pdf
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112Diffusion Schrödinger Bridge with Applications to Score-Based Generative Modelinghttps://arxiv.org/pdf/2106.01357.pdf
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113DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latentshttps://arxiv.org/pdf/2201.00308.pdfTD
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Inverse Problems and Other Applications
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201Denoising Diffusion Restoration Modelshttps://arxiv.org/pdf/2201.11793
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202Score-Based Generative Classifiershttps://arxiv.org/pdf/2110.00473.pdf
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203Solving Inverse Problems in Medical Imaging with Score-Based Generative Modelshttps://arxiv.org/pdf/2111.08005TR+SC
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204Diffusion models as plug-and-play priorshttps://arxiv.org/pdf/2206.09012.pdf
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205SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equationshttps://arxiv.org/pdf/2108.01073YB
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206Diffusion Autoencoders: Toward a Meaningful and Decodable Representation https://arxiv.org/pdf/2111.15640OA+LI
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AT-DDPM: Restoring Faces degraded by Atmospheric Turbulence using Denoising Diffusion Probabilistic Models
https://arxiv.org/pdf/2208.11284.pdf
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Text-to-Image Diffusion Models
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301High-Resolution Image Synthesis with Latent Diffusion Modelshttps://arxiv.org/pdf/2112.10752YE
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302Compositional Visual Generation with Composable Diffusion Modelshttps://arxiv.org/pdf/2206.01714.pdfSM+GO
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303An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversionhttps://arxiv.org/pdf/2208.01618TS
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304Blended Latent Diffusionhttps://arxiv.org/pdf/2206.02779
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305Contrastive Diffusion for Cross-Modal and Conditional Generationhttps://arxiv.org/pdf/2206.07771.pdf
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306Imagic: Text-Based Real Image Editing with Diffusion Modelshttps://arxiv.org/pdf/2210.09276GB
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Non-Image Modalities
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401Shape Generation and Completion Through Point-Voxel Diffusionhttps://arxiv.org/pdf/2104.03670
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402DiffWave: A Versatile Diffusion Model for Audio Synthesishttps://arxiv.org/pdf/2009.09761RB
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403GeoDiff: a Geometric Diffusion Model for Molecular Conformation Generationhttps://arxiv.org/pdf/2203.02923AZ
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404Diffusion-LM Improves Controllable Text Generationhttps://arxiv.org/pdf/2205.14217.pdf
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405DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanismhttps://arxiv.org/pdf/2105.02446
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406DiffGAN-TTS: High-Fidelity and Efficient Text-to-Speech with Denoising Diffusion GANshttps://arxiv.org/pdf/2201.11972YW
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407Symbolic Music Generation with Diffusion Modelshttps://arxiv.org/pdf/2103.16091.pdfTG
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408Imagic: Text-Based Real Image Editing with Diffusion Modelshttps://arxiv.org/pdf/2210.09276
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