最新100篇!2023年9月diffusion生成扩散模型论文汇总

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2023-10-14 23:18









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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