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Generative Modeling
presentations left in topic: 3
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101Extended Analytic-DPMhttps://arxiv.org/abs/2206.07309
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102Elucidating the Design Space of Diffusion-Based Generative Modelshttps://arxiv.org/abs/2206.00364
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103Cold Diffusion: Inverting Arbitrary Image Transforms Without Noisehttps://arxiv.org/pdf/2208.09392
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104Enhancing Diffusion-Based Image Synthesis with Robust Classifier Guidancehttps://arxiv.org/abs/2208.08664X
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105Diffusion Schrödinger Bridge with Applications to Score-Based Generative Modelinghttps://arxiv.org/abs/2106.01357
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106Refining Generative Process with Discriminator Guidance in Score-based Diffusion Modelshttps://arxiv.org/abs/2211.17091X
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107Masked Diffusion Transformer is a Strong Image Synthesizerhttps://arxiv.org/abs/2303.14389X
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108Efficient Diffusion Training via Min-SNR Weighting Strategyhttps://arxiv.org/abs/2303.09556
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109Learning multi-scale local conditional probability models of imageshttps://arxiv.org/abs/2303.02984
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110Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified FlowX
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SDE - Topic Closed!
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201Pseudo Numerical Methods for Diffusion Models on Manifoldshttps://arxiv.org/pdf/2202.09778
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202DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Stepshttps://arxiv.org/abs/2206.00927DPMsolver
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DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Modelshttps://arxiv.org/abs/2211.01095
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203Generative Modelling With Inverse Heat Dissipation https://arxiv.org/abs/2206.13397X
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204Parallel Sampling of Diffusion Modelshttps://arxiv.org/abs/2305.16317
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205BBDM: Image-to-Image Translation with Brownian Bridge Diffusion Modelshttps://arxiv.org/abs/2205.07680X
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Distillation and Acceleration
presentations left in topic: 2
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301Progressive Distillation for Fast Sampling of Diffusion Modelshttps://arxiv.org/abs/2202.00512X
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302Consistency Modelshttps://arxiv.org/abs/2303.01469
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303TRACT: Denoising Diffusion Models with Transitive Closure Time-Distillationhttps://arxiv.org/abs/2303.04248
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304Deep Equilibrium Approaches to Diffusion Modelshttps://arxiv.org/abs/2210.12867
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Inverse Problems - Topic Closed!
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401Diffusion Posterior Sampling for General Noisy Inverse Problemshttps://arxiv.org/abs/2209.14687X
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402A Variational Perspective on Diffusion-Based Generative Models and Score Matchinghttps://arxiv.org/abs/2305.04391
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403Pseudoinverse-Guided Diffusion Models for Inverse Problems
https://openreview.net/forum?id=9_gsMA8MRKQ
contact staff for code
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GibbsDDRM: A Partially Collapsed Gibbs Sampler for Solving Blind Inverse Problems with Denoising Diffusion Restoration
https://arxiv.org/abs/2301.12686
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405Solving Linear Inverse Problems Provably via Posterior Sampling with Latent Diffusion Modelshttps://arxiv.org/abs/2307.00619X
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Editing - Topic Closed!
presentations left in topic: 0
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501Prompt-to-prompthttps://arxiv.org/pdf/2208.01626.pdfText driven
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DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generationhttps://arxiv.org/abs/2208.12242
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Imagic: Text-Based Real Image Editing with Diffusion Modelshttps://arxiv.org/pdf/2210.09276
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503DiffEdit: Diffusion-based semantic image editing with mask guidancehttps://arxiv.org/abs/2210.11427X
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504Dual Diffusion Implicit Bridges for Image-to-Image Translationhttps://arxiv.org/abs/2203.08382X
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505SVDiff: Compact Parameter Space for Diffusion Fine-Tuninghttps://arxiv.org/abs/2303.11305X
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506DreamFusion: Text-to-3D using 2D Diffusionhttps://arxiv.org/abs/2209.14988NeRF + DM
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Instruct-NeRF2NeRF: Editing 3D Scenes with Instructionshttps://arxiv.org/abs/2303.12789
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Text-to-Image Diffusion Models - Topic Closed!
presentations left in topic:
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601High-Resolution Image Synthesis with Latent Diffusion Modelshttps://arxiv.org/pdf/2112.10752X
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602Compositional Visual Generation with Composable Diffusion Modelshttps://arxiv.org/abs/2206.01714
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603An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversionhttps://arxiv.org/abs/2208.01618X
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604Contrastive Diffusion for Cross-Modal and Conditional Generationhttps://arxiv.org/pdf/2206.07771.pdf
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Non-Image Modalities
presentations left in topic: 3
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701DiffWave: A Versatile Diffusion Model for Audio Synthesishttps://arxiv.org/pdf/2009.09761Audio
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DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanismhttps://arxiv.org/pdf/2105.02446
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DiffGAN-TTS: High-Fidelity and Efficient Text-to-Speech with Denoising Diffusion GANshttps://arxiv.org/pdf/2201.11972
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702Diffused Heads: Diffusion Models Beat GANs on Talking-Face Generationhttps://arxiv.org/abs/2301.03396contact staff for code
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703GeoDiff: a Geometric Diffusion Model for Molecular Conformation Generationhttps://arxiv.org/pdf/2203.02923
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704Diffusion-LM Improves Controllable Text Generationhttps://arxiv.org/pdf/2205.14217.pdf
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705VideoFusion: Decomposed Diffusion Models for High-Quality Video Generationhttps://arxiv.org/abs/2303.08320
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706Conditional Image-to-Video Generation with Latent Flow Diffusion Modelshttps://arxiv.org/abs/2303.13744X
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707Face Animation with an Attribute-Guided Diffusion Modelhttps://arxiv.org/abs/2304.03199
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Extra Diffusion Models Applications - Topic Closed!
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801CompressionCurrently unavailable
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802SegDiff: Image Segmentation with Diffusion Probabilistic Modelshttps://arxiv.org/abs/2112.00390Segmentation
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Label-Efficient Semantic Segmentation with Diffusion Modelshttps://arxiv.org/abs/2112.03126X
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803Diffusion Models for Adversarial Purificationhttps://arxiv.org/abs/2205.07460Adversarial PurificationX
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804Probabilistic Mass Mapping with Neural Score Estimationhttps://arxiv.org/abs/2201.05561Astronomy
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805DiffusionDet: Diffusion Model for Object Detectionhttps://arxiv.org/abs/2211.09788Object Detection
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806Diffusion-based Conditional ECG Generation with Structured State Space Modelshttps://arxiv.org/abs/2301.08227Timeseries forecastingX
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