最新100篇!2023年9月diffusion生成扩散模型论文汇总

机器学习与生成对抗网络

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 · 2023-10-14


001  (2023-09-28) CCEdit  Creative and Controllable Video Editing via Diffusion Models
     https://arxiv.org/pdf/2309.16496.pdf

002  (2023-09-28) Distilling ODE Solvers of Diffusion Models into Smaller Steps
     https://arxiv.org/pdf/2309.16421.pdf

003  (2023-09-28) Long time behavior of the field-road diffusion model  an entropy method and a finite volume scheme
     https://arxiv.org/pdf/2309.16242.pdf

004  (2023-09-27) High Perceptual Quality Wireless Image Delivery with Denoising Diffusion Models
     https://arxiv.org/pdf/2309.15889.pdf

005  (2023-09-27) Exploiting the Signal-Leak Bias in Diffusion Models
     https://arxiv.org/pdf/2309.15842.pdf

006  (2023-09-27) Show-1  Marrying Pixel and Latent Diffusion Models for Text-to-Video Generation
     https://arxiv.org/pdf/2309.15818.pdf

007  (2023-09-27) High-Fidelity Speech Synthesis with Minimal Supervision  All Using Diffusion Models
     https://arxiv.org/pdf/2309.15512.pdf

008  (2023-09-26) LD4MRec  Simplifying and Powering Diffusion Model for Multimedia Recommendation
     https://arxiv.org/pdf/2309.15363.pdf

009  (2023-09-26) Learning Using Generated Privileged Information by Text-to-Image Diffusion Models
     https://arxiv.org/pdf/2309.15238.pdf

010  (2023-09-24) Generative Residual Diffusion Modeling for Km-scale Atmospheric Downscaling
     https://arxiv.org/pdf/2309.15214.pdf

011  (2023-09-26) LAVIE  High-Quality Video Generation with Cascaded Latent Diffusion Models
     https://arxiv.org/pdf/2309.15103.pdf

012  (2023-09-26) Text-image guided Diffusion Model for generating Deepfake celebrity interactions
     https://arxiv.org/pdf/2309.14751.pdf

013  (2023-09-26) Bootstrap Diffusion Model Curve Estimation for High Resolution Low-Light Image Enhancement
     https://arxiv.org/pdf/2309.14709.pdf

014  (2023-09-25) Multiple Noises in Diffusion Model for Semi-Supervised Multi-Domain Translation
     https://arxiv.org/pdf/2309.14394.pdf

015  (2023-09-23) Domain-Guided Conditional Diffusion Model for Unsupervised Domain Adaptation
     https://arxiv.org/pdf/2309.14360.pdf

016  (2023-09-25) Soft Mixture Denoising  Beyond the Expressive Bottleneck of Diffusion Models
     https://arxiv.org/pdf/2309.14068.pdf

017  (2023-09-25) Diffusion Conditional Expectation Model for Efficient and Robust Target Speech Extraction
     https://arxiv.org/pdf/2309.13874.pdf

018  (2023-09-23) Dream the Impossible  Outlier Imagination with Diffusion Models
     https://arxiv.org/pdf/2309.13415.pdf

019  (2023-09-22) Invisible Watermarking for Audio Generation Diffusion Models
     https://arxiv.org/pdf/2309.13166.pdf

020  (2023-09-22) MosaicFusion  Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation
     https://arxiv.org/pdf/2309.13042.pdf

021  (2023-09-21) A Diffusion-Model of Joint Interactive Navigation
     https://arxiv.org/pdf/2309.12508.pdf

022  (2023-09-21) License Plate Super-Resolution Using Diffusion Models
     https://arxiv.org/pdf/2309.12506.pdf

023  (2023-09-24) Latent Diffusion Models for Structural Component Design
     https://arxiv.org/pdf/2309.11601.pdf

024  (2023-09-20) Deep Networks as Denoising Algorithms  Sample-Efficient Learning of Diffusion Models in High-Dimensional Graphical Models
     https://arxiv.org/pdf/2309.11420.pdf

025  (2023-09-20) PSDiff  Diffusion Model for Person Search with Iterative and Collaborative Refinement
     https://arxiv.org/pdf/2309.11125.pdf

026  (2023-09-19) Assessing the capacity of a denoising diffusion probabilistic model to reproduce spatial context
     https://arxiv.org/pdf/2309.10817.pdf

027  (2023-09-19) PGDiff  Guiding Diffusion Models for Versatile Face Restoration via Partial Guidance
     https://arxiv.org/pdf/2309.10810.pdf

028  (2023-09-19) Reconstruct-and-Generate Diffusion Model for Detail-Preserving Image Denoising
     https://arxiv.org/pdf/2309.10714.pdf

029  (2023-09-19) Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion
     https://arxiv.org/pdf/2309.10547.pdf

030  (2023-09-21) Learning End-to-End Channel Coding with Diffusion Models
     https://arxiv.org/pdf/2309.10505.pdf

031  (2023-09-19) Unsupervised speech enhancement with diffusion-based generative models
     https://arxiv.org/pdf/2309.10450.pdf

032  (2023-09-23) AutoDiffusion  Training-Free Optimization of Time Steps and Architectures for Automated Diffusion Model Acceleration
     https://arxiv.org/pdf/2309.10438.pdf

033  (2023-09-18) Reinforcement Learning for optimal dividend problem under diffusion model
     https://arxiv.org/pdf/2309.10242.pdf

034  (2023-09-18) What is a Fair Diffusion Model  Designing Generative Text-To-Image Models to Incorporate Various Worldviews
     https://arxiv.org/pdf/2309.09944.pdf

035  (2023-09-18) Speeding Up Speech Synthesis In Diffusion Models By Reducing Data Distribution Recovery Steps Via Content Transfer
     https://arxiv.org/pdf/2309.09652.pdf

036  (2023-09-18) Gradpaint  Gradient-Guided Inpainting with Diffusion Models
     https://arxiv.org/pdf/2309.09614.pdf

037  (2023-09-19) A performance characteristic curve for model evaluation  the application in information diffusion prediction
     https://arxiv.org/pdf/2309.09537.pdf

038  (2023-09-17) LiDAR Data Synthesis with Denoising Diffusion Probabilistic Models
     https://arxiv.org/pdf/2309.09256.pdf

039  (2023-09-16) CDDM  Channel Denoising Diffusion Models for Wireless Semantic Communications
     https://arxiv.org/pdf/2309.08895.pdf

040  (2023-09-15) Probabilistic Constellation Shaping With Denoising Diffusion Probabilistic Models  A Novel Approach
     https://arxiv.org/pdf/2309.08688.pdf

041  (2023-09-15) Denoising Diffusion Probabilistic Models for Hardware-Impaired Communications
     https://arxiv.org/pdf/2309.08568.pdf

042  (2023-09-14) Diff-SV  A Unified Hierarchical Framework for Noise-Robust Speaker Verification Using Score-Based Diffusion Probabilistic Models
     https://arxiv.org/pdf/2309.08320.pdf

043  (2023-09-15) Large Intestine 3D Shape Refinement Using Point Diffusion Models for Digital Phantom Generation
     https://arxiv.org/pdf/2309.08289.pdf

044  (2023-09-15) Unsupervised Disentangling of Facial Representations with 3D-aware Latent Diffusion Models
     https://arxiv.org/pdf/2309.08273.pdf

045  (2023-09-15) Cartoondiff  Training-free Cartoon Image Generation with Diffusion Transformer Models
     https://arxiv.org/pdf/2309.08251.pdf

046  (2023-09-14) Detail Reinforcement Diffusion Model  Augmentation Fine-Grained Visual Categorization in Few-Shot Conditions
     https://arxiv.org/pdf/2309.08097.pdf

047  (2023-09-14) Viewpoint Textual Inversion  Unleashing Novel View Synthesis with Pretrained 2D Diffusion Models
     https://arxiv.org/pdf/2309.07986.pdf

048  (2023-09-15) Large-Vocabulary 3D Diffusion Model with Transformer
     https://arxiv.org/pdf/2309.07920.pdf

049  (2023-09-13) Semantic Adversarial Attacks via Diffusion Models
     https://arxiv.org/pdf/2309.07398.pdf

050  (2023-09-13) A posteriori error analysis of a positivity preserving scheme for the power-law diffusion Keller-Segel model
     https://arxiv.org/pdf/2309.07329.pdf

051  (2023-09-13) Unbiased Face Synthesis With Diffusion Models  Are We There Yet 
     https://arxiv.org/pdf/2309.07277.pdf

052  (2023-09-13) Mitigate Replication and Copying in Diffusion Models with Generalized Caption and Dual Fusion Enhancement
     https://arxiv.org/pdf/2309.07254.pdf

053  (2023-09-13) Diffusion models for audio semantic communication
     https://arxiv.org/pdf/2309.07195.pdf

054  (2023-09-8) Decoding visual brain representations from electroencephalography through Knowledge Distillation and latent diffusion models
     https://arxiv.org/pdf/2309.07149.pdf

055  (2023-09-13) DreamStyler  Paint by Style Inversion with Text-to-Image Diffusion Models
     https://arxiv.org/pdf/2309.06933.pdf

056  (2023-09-13) DCTTS  Discrete Diffusion Model with Contrastive Learning for Text-to-speech Generation
     https://arxiv.org/pdf/2309.06787.pdf

057  (2023-09-12) Adapt and Diffuse  Sample-adaptive Reconstruction via Latent Diffusion Models
     https://arxiv.org/pdf/2309.06642.pdf

058  (2023-09-12) Fg-T2M  Fine-Grained Text-Driven Human Motion Generation via Diffusion Model
     https://arxiv.org/pdf/2309.06284.pdf

059  (2023-09-15) Spreading speeds of a nonlocal diffusion model with free boundaries in the time almost periodic media
     https://arxiv.org/pdf/2309.06190.pdf

060  (2023-09-12) Dynamics and spreading speeds of a nonlocal diffusion model with advection and free boundaries
     https://arxiv.org/pdf/2309.06185.pdf

061  (2023-09-26) Elucidating the solution space of extended reverse-time SDE for diffusion models
     https://arxiv.org/pdf/2309.06169.pdf

062  (2023-09-12) Prompting4Debugging  Red-Teaming Text-to-Image Diffusion Models by Finding Problematic Prompts
     https://arxiv.org/pdf/2309.06135.pdf

063  (2023-09-12) A monotone numerical integration method for mean-variance portfolio optimization under jump-diffusion models
     https://arxiv.org/pdf/2309.05977.pdf

064  (2023-09-11) Introducing Shape Prior Module in Diffusion Model for Medical Image Segmentation
     https://arxiv.org/pdf/2309.05929.pdf

065  (2023-09-11) Predicting the Radiation Field of Molecular Clouds using Denoising Diffusion Probabilistic Models
     https://arxiv.org/pdf/2309.05811.pdf

066  (2023-09-11) PhotoVerse  Tuning-Free Image Customization with Text-to-Image Diffusion Models
     https://arxiv.org/pdf/2309.05793.pdf

067  (2023-09-11) PAI-Diffusion  Constructing and Serving a Family of Open Chinese Diffusion Models for Text-to-image Synthesis on the Cloud
     https://arxiv.org/pdf/2309.05534.pdf

068  (2023-09-14) Treatment-aware Diffusion Probabilistic Model for Longitudinal MRI Generation and Diffuse Glioma Growth Prediction
     https://arxiv.org/pdf/2309.05406.pdf

069  (2023-09-12) Learning Energy-Based Models by Cooperative Diffusion Recovery Likelihood
     https://arxiv.org/pdf/2309.05153.pdf

070  (2023-09-10) Reaction-diffusion systems derived from kinetic models for Multiple Sclerosis
     https://arxiv.org/pdf/2309.05119.pdf

071  (2023-09-10) SA-Solver  Stochastic Adams Solver for Fast Sampling of Diffusion Models
     https://arxiv.org/pdf/2309.05019.pdf

072  (2023-09-10) Prefix-diffusion  A Lightweight Diffusion Model for Diverse Image Captioning
     https://arxiv.org/pdf/2309.04965.pdf

073  (2023-09-10) Seismic Data Strong Noise Attenuation Based on Diffusion Model and Principal Component Analysis
     https://arxiv.org/pdf/2309.04944.pdf

074  (2023-09-8) From Text to Mask  Localizing Entities Using the Attention of Text-to-Image Diffusion Models
     https://arxiv.org/pdf/2309.04109.pdf

075  (2023-09-7) DiffusionEngine  Diffusion Model is Scalable Data Engine for Object Detection
     https://arxiv.org/pdf/2309.03893.pdf

076  (2023-09-7) Phasic Content Fusing Diffusion Model with Directional Distribution Consistency for Few-Shot Model Adaption
     https://arxiv.org/pdf/2309.03729.pdf

077  (2023-09-7) DiffDefense  Defending against Adversarial Attacks via Diffusion Models
     https://arxiv.org/pdf/2309.03702.pdf

078  (2023-09-7) Text2Control3D  Controllable 3D Avatar Generation in Neural Radiance Fields using Geometry-Guided Text-to-Image Diffusion Model
     https://arxiv.org/pdf/2309.03550.pdf

079  (2023-09-6) Underwater Image Enhancement by Transformer-based Diffusion Model with Non-uniform Sampling for Skip Strategy
     https://arxiv.org/pdf/2309.03445.pdf

080  (2023-09-6) Mean field limits of particle-based stochastic reaction-drift-diffusion models
     https://arxiv.org/pdf/2309.03431.pdf

081  (2023-09-6) Highly Controllable Diffusion-based Any-to-Any Voice Conversion Model with Frame-level Prosody Feature
     https://arxiv.org/pdf/2309.03364.pdf

082  (2023-09-6) SADIR  Shape-Aware Diffusion Models for 3D Image Reconstruction
     https://arxiv.org/pdf/2309.03335.pdf

083  (2023-09-6) Stochastic modelling of cosmic ray sources for diffuse high-energy gamma-rays and neutrinos
     https://arxiv.org/pdf/2309.02860.pdf

084  (2023-09-6) Diffusion Model is Secretly a Training-free Open Vocabulary Semantic Segmenter
     https://arxiv.org/pdf/2309.02773.pdf

085  (2023-09-6) Diffusion-EDFs  Bi-equivariant Denoising Generative Modeling on SE(3) for Visual Robotic Manipulation
     https://arxiv.org/pdf/2309.02685.pdf

086  (2023-09-3) RSDiff  Remote Sensing Image Generation from Text Using Diffusion Model
     https://arxiv.org/pdf/2309.02455.pdf

087  (2023-09-5) Robust frequency-dependent diffusion kurtosis computation using an efficient direction scheme axisymmetric modelling and spatial regularization
     https://arxiv.org/pdf/2309.02319.pdf

088  (2023-09-5) Robustness and Generalizability of Deepfake Detection  A Study with Diffusion Models
     https://arxiv.org/pdf/2309.02218.pdf

089  (2023-09-5) Hierarchical Masked 3D Diffusion Model for Video Outpainting
     https://arxiv.org/pdf/2309.02119.pdf

090  (2023-09-5) sasdim  self-adaptive noise scaling diffusion model for spatial time series imputation
     https://arxiv.org/pdf/2309.01988.pdf

091  (2023-09-4) Gradient Domain Diffusion Models for Image Synthesis
     https://arxiv.org/pdf/2309.01875.pdf

092  (2023-09-4) Turbulent Flow Simulation using Autoregressive Conditional Diffusion Models
     https://arxiv.org/pdf/2309.01745.pdf

093  (2023-09-4) FinDiff  Diffusion Models for Financial Tabular Data Generation
     https://arxiv.org/pdf/2309.01472.pdf

094  (2023-09-4) A Trimming Estimator for the Latent-Diffusion-Observed-Adoption Model
     https://arxiv.org/pdf/2309.01471.pdf

095  (2023-09-4) Accelerating Markov Chain Monte Carlo sampling with diffusion models
     https://arxiv.org/pdf/2309.01454.pdf

096  (2023-09-3) Diffusion Models with Deterministic Normalizing Flow Priors
     https://arxiv.org/pdf/2309.01274.pdf

097  (2023-09-3) NADiffuSE  Noise-aware Diffusion-based Model for Speech Enhancement
     https://arxiv.org/pdf/2309.01212.pdf

098  (2023-09-3) VGDiffZero  Text-to-image Diffusion Models Can Be Zero-shot Visual Grounders
     https://arxiv.org/pdf/2309.01141.pdf

099  (2023-09-3) ArSDM  Colonoscopy Images Synthesis with Adaptive Refinement Semantic Diffusion Models
     https://arxiv.org/pdf/2309.01111.pdf

100  (2023-09-2) Bridge Diffusion Model  bridge non-English language-native text-to-image diffusion model with English communities
     https://arxiv.org/pdf/2309.00952.pdf

101  (2023-09-2) DiCLET-TTS  Diffusion Model based Cross-lingual Emotion Transfer for Text-to-Speech -- A Study between English and Mandarin
     https://arxiv.org/pdf/2309.00883.pdf

102  (2023-09-2) Correlated and Multi-frequency Diffusion Modeling for Highly Under-sampled MRI Reconstruction
     https://arxiv.org/pdf/2309.00853.pdf

103  (2023-09-1) Diffusion Modeling with Domain-conditioned Prior Guidance for Accelerated MRI and qMRI Reconstruction
     https://arxiv.org/pdf/2309.00783.pdf

104  (2023-09-1) PathLDM  Text conditioned Latent Diffusion Model for Histopathology
     https://arxiv.org/pdf/2309.00748.pdf

105  (2023-09-1) Iterative Multi-granular Image Editing using Diffusion Models
     https://arxiv.org/pdf/2309.00613.pdf

106  (2023-09-1) Fast Diffusion EM  a diffusion model for blind inverse problems with application to deconvolution
     https://arxiv.org/pdf/2309.00287.pdf

107  (2023-09-1) DiffuGen  Adaptable Approach for Generating Labeled Image Datasets using Stable Diffusion Models
     https://arxiv.org/pdf/2309.00248.pdf


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