爆炸!最新150篇!2024年1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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2024-04-10 17:04


001  (2024-02-1) Distilling Conditional Diffusion Models for Offline Reinforcement Learning through Trajectory Stitching      https://arxiv.org/pdf/2402.00807.pdf
002  (2024-02-1) AnimateLCM  Accelerating the Animation of Personalized Diffusion Models and Adapters with Decoupled Consistency Learning      https://arxiv.org/pdf/2402.00769.pdf
003  (2024-02-1) Cylindrically symmetric diffusion model for relativistic heavy-ion collisions      https://arxiv.org/pdf/2402.00628.pdf
004  (2024-02-1) Masked Conditional Diffusion Model for Enhancing Deepfake Detection      https://arxiv.org/pdf/2402.00541.pdf
005  (2024-01-31) LRDif  Diffusion Models for Under-Display Camera Emotion Recognition      https://arxiv.org/pdf/2402.00250.pdf
006  (2024-01-31) SuperDiff  Diffusion Models for Conditional Generation of Hypothetical New Families of Superconductors      https://arxiv.org/pdf/2402.00198.pdf
007  (2024-01-31) Convergence Analysis for General Probability Flow ODEs of Diffusion Models in Wasserstein Distances      https://arxiv.org/pdf/2401.17958.pdf
008  (2024-01-31) Drift Diffusion Model to understand (mis)information sharing dynamic in complex networks      https://arxiv.org/pdf/2401.17846.pdf
009  (2024-01-31) Dance-to-Music Generation with Encoder-based Textual Inversion of Diffusion Models      https://arxiv.org/pdf/2401.17800.pdf
010  (2024-01-31) Spatial-and-Frequency-aware Restoration method for Images based on Diffusion Models      https://arxiv.org/pdf/2401.17629.pdf
011  (2024-01-30) Head and Neck Tumor Segmentation from [18F]F-FDG PET/CT Images Based on 3D Diffusion Model      https://arxiv.org/pdf/2401.17593.pdf
012  (2024-01-30) Task-Oriented Diffusion Model Compression      https://arxiv.org/pdf/2401.17547.pdf
013  (2024-01-30) Studying wildfire fronts using advection-diffusion-reaction models      https://arxiv.org/pdf/2401.17468.pdf
014  (2024-01-30) Transfer Learning for Text Diffusion Models      https://arxiv.org/pdf/2401.17181.pdf
015  (2024-01-30) Local modification of subdiffusion by initial Fickian diffusion  Multiscale modeling analysis and computation      https://arxiv.org/pdf/2401.16885.pdf
016  (2024-01-30) Diffusion model for relational inference      https://arxiv.org/pdf/2401.16755.pdf
017  (2024-01-29) Bridging Generative and Discriminative Models for Unified Visual Perception with Diffusion Priors      https://arxiv.org/pdf/2401.16459.pdf
018  (2024-01-29) Dual-adatom diffusion-limited growth model for compound nanowires  Application to InAs nanowires      https://arxiv.org/pdf/2401.16269.pdf
019  (2024-01-29) Using multiple Dirac delta points to describe inhomogeneous flux density over a cell boundary in a single-cell diffusion model      https://arxiv.org/pdf/2401.16261.pdf
020  (2024-01-29) Diffutoon  High-Resolution Editable Toon Shading via Diffusion Models      https://arxiv.org/pdf/2401.16224.pdf
021  (2024-01-29) DMCE  Diffusion Model Channel Enhancer for Multi-User Semantic Communication Systems      https://arxiv.org/pdf/2401.16017.pdf
022  (2024-01-29) EmoDM  A Diffusion Model for Evolutionary Multi-objective Optimization      https://arxiv.org/pdf/2401.15931.pdf
023  (2024-01-28) CPDM  Content-Preserving Diffusion Model for Underwater Image Enhancement      https://arxiv.org/pdf/2401.15649.pdf
024  (2024-01-28) FreeStyle  Free Lunch for Text-guided Style Transfer using Diffusion Models      https://arxiv.org/pdf/2401.15636.pdf
025  (2024-01-28) Neural Network-Based Score Estimation in Diffusion Models  Optimization and Generalization      https://arxiv.org/pdf/2401.15604.pdf
026  (2024-01-27) BrepGen  A B-rep Generative Diffusion Model with Structured Latent Geometry      https://arxiv.org/pdf/2401.15563.pdf
027  (2024-01-31) Wind speed super-resolution and validation  from ERA5 to CERRA via diffusion models      https://arxiv.org/pdf/2401.15469.pdf
028  (2024-01-26) Stability of fronts in the diffusive Rosenzweig-MacArthur model      https://arxiv.org/pdf/2401.15260.pdf
029  (2024-01-26) Text Image Inpainting via Global Structure-Guided Diffusion Models      https://arxiv.org/pdf/2401.14832.pdf
030  (2024-01-26) Taiyi-Diffusion-XL  Advancing Bilingual Text-to-Image Generation with Large Vision-Language Model Support      https://arxiv.org/pdf/2401.14688.pdf
031  (2024-01-25) Deconstructing Denoising Diffusion Models for Self-Supervised Learning      https://arxiv.org/pdf/2401.14404.pdf
032  (2024-01-25) UrbanGenAI  Reconstructing Urban Landscapes using Panoptic Segmentation and Diffusion Models      https://arxiv.org/pdf/2401.14379.pdf
033  (2024-01-26) Image Synthesis with Graph Conditioning  CLIP-Guided Diffusion Models for Scene Graphs      https://arxiv.org/pdf/2401.14111.pdf
034  (2024-01-25) BootPIG  Bootstrapping Zero-shot Personalized Image Generation Capabilities in Pretrained Diffusion Models      https://arxiv.org/pdf/2401.13974.pdf
035  (2024-01-24) StyleInject  Parameter Efficient Tuning of Text-to-Image Diffusion Models      https://arxiv.org/pdf/2401.13942.pdf
036  (2024-01-24) Diffuse to Choose  Enriching Image Conditioned Inpainting in Latent Diffusion Models for Virtual Try-All      https://arxiv.org/pdf/2401.13795.pdf
037  (2024-01-24) Diffusion of an Active Particle Bound to a Generalized Elastic Model  Fractional Langevin Equation      https://arxiv.org/pdf/2401.13457.pdf
038  (2024-01-30) Generative Design of Crystal Structures by Point Cloud Representations and Diffusion Model      https://arxiv.org/pdf/2401.13192.pdf
039  (2024-01-23) Towards Multi-domain Face Landmark Detection with Synthetic Data from Diffusion model      https://arxiv.org/pdf/2401.13191.pdf
040  (2024-01-23) Choose Your Diffusion  Efficient and flexible ways to accelerate the diffusion model in fast high energy physics simulation      https://arxiv.org/pdf/2401.13162.pdf
041  (2024-01-23) Contractive Diffusion Probabilistic Models      https://arxiv.org/pdf/2401.13115.pdf
042  (2024-01-23) Lumiere  A Space-Time Diffusion Model for Video Generation      https://arxiv.org/pdf/2401.12945.pdf
043  (2024-01-23) DDMI  Domain-Agnostic Latent Diffusion Models for Synthesizing High-Quality Implicit Neural Representations      https://arxiv.org/pdf/2401.12517.pdf
044  (2024-01-20) Large-scale Reinforcement Learning for Diffusion Models      https://arxiv.org/pdf/2401.12244.pdf
045  (2024-01-22) Feature Denoising Diffusion Model for Blind Image Quality Assessment      https://arxiv.org/pdf/2401.11949.pdf
046  (2024-01-22) EmerDiff  Emerging Pixel-level Semantic Knowledge in Diffusion Models      https://arxiv.org/pdf/2401.11739.pdf
047  (2024-02-1) Diffusion Model Conditioning on Gaussian Mixture Model and Negative Gaussian Mixture Gradient      https://arxiv.org/pdf/2401.11261.pdf
048  (2024-01-19) UltrAvatar  A Realistic Animatable 3D Avatar Diffusion Model with Authenticity Guided Textures      https://arxiv.org/pdf/2401.11078.pdf
049  (2024-01-16) A New Creative Generation Pipeline for Click-Through Rate with Stable Diffusion Model      https://arxiv.org/pdf/2401.10934.pdf
050  (2024-01-19) From Market Saturation to Social Reinforcement  Understanding the Impact of Non-Linearity in Information Diffusion Models      https://arxiv.org/pdf/2401.10818.pdf
051  (2024-01-19) Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model      https://arxiv.org/pdf/2401.10700.pdf
052  (2024-01-19) MAEDiff  Masked Autoencoder-enhanced Diffusion Models for Unsupervised Anomaly Detection in Brain Images      https://arxiv.org/pdf/2401.10561.pdf
053  (2024-01-27) BioDiffusion  A Versatile Diffusion Model for Biomedical Signal Synthesis      https://arxiv.org/pdf/2401.10282.pdf
054  (2023-12-6) Resolution Chromatography of Diffusion Models      https://arxiv.org/pdf/2401.10247.pdf
055  (2024-01-17) T-FOLEY  A Controllable Waveform-Domain Diffusion Model for Temporal-Event-Guided Foley Sound Synthesis      https://arxiv.org/pdf/2401.09294.pdf
056  (2024-01-17) Training-Free Semantic Video Composition via Pre-trained Diffusion Model      https://arxiv.org/pdf/2401.09195.pdf
057  (2024-01-17) VideoCrafter2  Overcoming Data Limitations for High-Quality Video Diffusion Models      https://arxiv.org/pdf/2401.09047.pdf
058  (2024-01-21) Data Attribution for Diffusion Models  Timestep-induced Bias in Influence Estimation      https://arxiv.org/pdf/2401.09031.pdf
059  (2024-01-16) Adversarial Supervision Makes Layout-to-Image Diffusion Models Thrive      https://arxiv.org/pdf/2401.08815.pdf
060  (2024-01-16) Fixed Point Diffusion Models      https://arxiv.org/pdf/2401.08741.pdf
061  (2024-01-16) SiT  Exploring Flow and Diffusion-based Generative Models with Scalable Interpolant Transformers      https://arxiv.org/pdf/2401.08740.pdf
062  (2023-12-12) One-Step Diffusion Distillation via Deep Equilibrium Models      https://arxiv.org/pdf/2401.08639.pdf
063  (2024-01-26) Validation and Comparison of Non-Stationary Cognitive Models  A Diffusion Model Application      https://arxiv.org/pdf/2401.08626.pdf
064  (2024-01-16) Modeling Spoof Noise by De-spoofing Diffusion and its Application in Face Anti-spoofing      https://arxiv.org/pdf/2401.08275.pdf
065  (2024-01-16) Multi-scale 2D Temporal Map Diffusion Models for Natural Language Video Localization      https://arxiv.org/pdf/2401.08232.pdf
066  (2024-01-27) Photonic Modes Prediction via Multi-Modal Diffusion Model      https://arxiv.org/pdf/2401.08199.pdf
067  (2024-01-16) Key-point Guided Deformable Image Manipulation Using Diffusion Model      https://arxiv.org/pdf/2401.08178.pdf
068  (2024-01-15) DIFFRENT  A Diffusion Model for Recording Environment Transfer of Speech      https://arxiv.org/pdf/2401.08102.pdf
069  (2024-01-15) EmoTalker  Emotionally Editable Talking Face Generation via Diffusion Model      https://arxiv.org/pdf/2401.08049.pdf
070  (2024-01-15) Regularity in diffusion models with gradient activation      https://arxiv.org/pdf/2401.07979.pdf
071  (2024-01-15) A consistent diffuse-interface model for two-phase flow problems with rapid evaporation      https://arxiv.org/pdf/2401.07805.pdf
072  (2024-01-20) Hierarchical Fashion Design with Multi-stage Diffusion Models      https://arxiv.org/pdf/2401.07450.pdf
073  (2024-01-13) Exploring Adversarial Attacks against Latent Diffusion Model from the Perspective of Adversarial Transferability      https://arxiv.org/pdf/2401.07087.pdf
074  (2024-01-13) Quantum Denoising Diffusion Models      https://arxiv.org/pdf/2401.07049.pdf
075  (2024-01-13) Quantum Generative Diffusion Model      https://arxiv.org/pdf/2401.07039.pdf
076  (2024-01-29) Plug-In Diffusion Model for Embedding Denoising in Recommendation System      https://arxiv.org/pdf/2401.06982.pdf
077  (2024-01-12) A deep implicit-explicit minimizing movement method for option pricing in jump-diffusion models      https://arxiv.org/pdf/2401.06740.pdf
078  (2024-01-17) Adversarial Examples are Misaligned in Diffusion Model Manifolds      https://arxiv.org/pdf/2401.06637.pdf
079  (2024-01-12) 360DVD  Controllable Panorama Video Generation with 360-Degree Video Diffusion Model      https://arxiv.org/pdf/2401.06578.pdf
080  (2023-12-28) Visions Of Destruction  Exploring Human Impact on Nature by Navigating the Latent Space of a Diffusion Model via Gaze      https://arxiv.org/pdf/2401.06361.pdf
081  (2024-01-11) Demystifying Variational Diffusion Models      https://arxiv.org/pdf/2401.06281.pdf
082  (2024-01-11) FedTabDiff  Federated Learning of Diffusion Probabilistic Models for Synthetic Mixed-Type Tabular Data Generation      https://arxiv.org/pdf/2401.06263.pdf
083  (2023-12-2) AAMDM  Accelerated Auto-regressive Motion Diffusion Model      https://arxiv.org/pdf/2401.06146.pdf
084  (2024-01-22) DFU  scale-robust diffusion model for zero-shot super-resolution image generation      https://arxiv.org/pdf/2401.06144.pdf
085  (2024-01-11) A 3D Diffusive and Advective Model of Electron Transport Applied to the Pulsar Wind Nebula HESS J1825-137      https://arxiv.org/pdf/2401.06002.pdf
086  (2024-01-11) DiffDA  a diffusion model for weather-scale data assimilation      https://arxiv.org/pdf/2401.05932.pdf
087  (2024-01-11) Efficient Image Deblurring Networks based on Diffusion Models      https://arxiv.org/pdf/2401.05907.pdf
088  (2024-01-11) HiCAST  Highly Customized Arbitrary Style Transfer with Adapter Enhanced Diffusion Models      https://arxiv.org/pdf/2401.05870.pdf
089  (2024-01-11) EraseDiff  Erasing Data Influence in Diffusion Models      https://arxiv.org/pdf/2401.05779.pdf
090  (2024-01-10) Numerical Method for Modeling Nucleation and Growth of Particles that Prevents Numerical Diffusion      https://arxiv.org/pdf/2401.05559.pdf
091  (2024-01-10) From Pampas to Pixels  Fine-Tuning Diffusion Models for Gaúcho Heritage      https://arxiv.org/pdf/2401.05520.pdf
092  (2023-12-20) Vector Field Oriented Diffusion Model for Crystal Material Generation      https://arxiv.org/pdf/2401.05402.pdf
093  (2023-12-18) Bayesian ECG reconstruction using denoising diffusion generative models      https://arxiv.org/pdf/2401.05388.pdf
094  (2024-01-5) Tailoring Frictional Properties of Surfaces Using Diffusion Models      https://arxiv.org/pdf/2401.05206.pdf
095  (2024-01-10) Derm-T2IM  Harnessing Synthetic Skin Lesion Data via Stable Diffusion Models for Enhanced Skin Disease Classification using ViT and CNN      https://arxiv.org/pdf/2401.05159.pdf
096  (2024-01-13) CrossDiff  Exploring Self-Supervised Representation of Pansharpening via Cross-Predictive Diffusion Model      https://arxiv.org/pdf/2401.05153.pdf
097  (2024-01-10) A novel bond-based nonlocal diffusion model with matrix-valued coefficients in non-divergence form and its collocation discretization      https://arxiv.org/pdf/2401.04973.pdf
098  (2024-01-9) EmoGen  Emotional Image Content Generation with Text-to-Image Diffusion Models      https://arxiv.org/pdf/2401.04608.pdf
099  (2024-01-9) Enhanced Distribution Alignment for Post-Training Quantization of Diffusion Models      https://arxiv.org/pdf/2401.04585.pdf
100  (2024-01-9) D3AD  Dynamic Denoising Diffusion Probabilistic Model for Anomaly Detection      https://arxiv.org/pdf/2401.04463.pdf
101  (2024-01-9) Direction dependent calibration with diffuse radio sky models      https://arxiv.org/pdf/2401.04428.pdf
102  (2024-01-9) Stable generative modeling using diffusion maps      https://arxiv.org/pdf/2401.04372.pdf
103  (2024-01-8) Memory-Efficient Personalization using Quantized Diffusion Model      https://arxiv.org/pdf/2401.04339.pdf
104  (2024-01-8) FADI-AEC  Fast Score Based Diffusion Model Guided by Far-end Signal for Acoustic Echo Cancellation      https://arxiv.org/pdf/2401.04283.pdf
105  (2024-01-7) The Stronger the Diffusion Model the Easier the Backdoor  Data Poisoning to Induce Copyright Breaches Without Adjusting Finetuning Pipeline      https://arxiv.org/pdf/2401.04136.pdf
106  (2024-01-8) scDiffusion  conditional generation of high-quality single-cell data using diffusion model      https://arxiv.org/pdf/2401.03968.pdf
107  (2024-01-8) Applications of the kinetic theory for a model of a confined quasi-two dimensional granular mixture  Stability analysis and thermal diffusion segregation      https://arxiv.org/pdf/2401.03822.pdf
108  (2024-01-7) DDM-Lag   A Diffusion-based Decision-making Model for Autonomous Vehicles with Lagrangian Safety Enhancement      https://arxiv.org/pdf/2401.03629.pdf
109  (2024-01-9) ROIC-DM  Robust Text Inference and Classification via Diffusion Model      https://arxiv.org/pdf/2401.03514.pdf
110  (2024-01-7) Freetalker  Controllable Speech and Text-Driven Gesture Generation Based on Diffusion Models for Enhanced Speaker Naturalness      https://arxiv.org/pdf/2401.03476.pdf
111  (2023-10-13) Generative Skill Chaining  Long-Horizon Skill Planning with Diffusion Models      https://arxiv.org/pdf/2401.03360.pdf
112  (2023-11-28) Image Inpainting via Tractable Steering of Diffusion Models      https://arxiv.org/pdf/2401.03349.pdf
113  (2024-01-31) Fair Sampling in Diffusion Models through Switching Mechanism      https://arxiv.org/pdf/2401.03140.pdf
114  (2024-01-5) SAR Despeckling via Regional Denoising Diffusion Probabilistic Model      https://arxiv.org/pdf/2401.03122.pdf
115  (2024-01-17) The Rise of Diffusion Models in Time-Series Forecasting      https://arxiv.org/pdf/2401.03006.pdf
116  (2024-01-8) Uncovering the human motion pattern  Pattern Memory-based Diffusion Model for Trajectory Prediction      https://arxiv.org/pdf/2401.02916.pdf
117  (2024-01-5) Plug-in Diffusion Model for Sequential Recommendation      https://arxiv.org/pdf/2401.02913.pdf
118  (2024-01-5) Diffusion Variational Inference  Diffusion Models as Expressive Variational Posteriors      https://arxiv.org/pdf/2401.02739.pdf
119  (2024-01-5) Geometric-Facilitated Denoising Diffusion Model for 3D Molecule Generation      https://arxiv.org/pdf/2401.02683.pdf
120  (2023-11-15) FedDiff  Diffusion Model Driven Federated Learning for Multi-Modal and Multi-Clients      https://arxiv.org/pdf/2401.02433.pdf
121  (2024-01-4) Bring Metric Functions into Diffusion Models      https://arxiv.org/pdf/2401.02414.pdf
122  (2024-01-4) Preserving Image Properties Through Initializations in Diffusion Models      https://arxiv.org/pdf/2401.02097.pdf
123  (2024-01-9) DiffusionEdge  Diffusion Probabilistic Model for Crisp Edge Detection      https://arxiv.org/pdf/2401.02032.pdf
124  (2024-01-3) Modelling and Subtracting Diffuse Cluster Light in JWST Images  A Relation between the Spatial Distribution of Globular Clusters Dwarf Galaxies and Intracluster Light in the Lensing Cluster SMACS 0723      https://arxiv.org/pdf/2401.01945.pdf
125  (2024-01-3) Aggregation-diffusion phenomena  from microscopic models to free boundary problems      https://arxiv.org/pdf/2401.01840.pdf
126  (2024-01-3) AID-DTI  Accelerating High-fidelity Diffusion Tensor Imaging with Detail-Preserving Model-based Deep Learning      https://arxiv.org/pdf/2401.01693.pdf
127  (2024-01-3) DiffYOLO  Object Detection for Anti-Noise via YOLO and Diffusion Models      https://arxiv.org/pdf/2401.01659.pdf
128  (2024-01-22) S$^{2}$-DMs Skip-Step Diffusion Models      https://arxiv.org/pdf/2401.01520.pdf
129  (2024-01-2) Joint Generative Modeling of Scene Graphs and Images via Diffusion Models      https://arxiv.org/pdf/2401.01130.pdf
130  (2024-01-2) Auffusion  Leveraging the Power of Diffusion and Large Language Models for Text-to-Audio Generation      https://arxiv.org/pdf/2401.01044.pdf
131  (2023-12-13) Fast Inference Through The Reuse Of Attention Maps In Diffusion Models      https://arxiv.org/pdf/2401.01008.pdf
132  (2023-12-30) Improving the Stability of Diffusion Models for Content Consistent Super-Resolution      https://arxiv.org/pdf/2401.00877.pdf
133  (2024-01-1) DiffMorph  Text-less Image Morphing with Diffusion Models      https://arxiv.org/pdf/2401.00739.pdf
134  (2024-01-1) Diffusion Models Image Super-Resolution And Everything  A Survey      https://arxiv.org/pdf/2401.00736.pdf
135  (2023-12-30) Probing the Limits and Capabilities of Diffusion Models for the Anatomic Editing of Digital Twins      https://arxiv.org/pdf/2401.00247.pdf
136  (2023-12-30) Inpaint4DNeRF  Promptable Spatio-Temporal NeRF Inpainting with Generative Diffusion Models      https://arxiv.org/pdf/2401.00208.pdf
137  (2024-01-18) Diffusion Model with Perceptual Loss      https://arxiv.org/pdf/2401.00110.pdf
138  (2023-12-29) Data Augmentation for Supervised Graph Outlier Detection with Latent Diffusion Models      https://arxiv.org/pdf/2312.17679.pdf
139  (2023-12-28) DiffKG  Knowledge Graph Diffusion Model for Recommendation      https://arxiv.org/pdf/2312.16890.pdf
140  (2024-01-30) I2V-Adapter  A General Image-to-Video Adapter for Diffusion Models      https://arxiv.org/pdf/2312.16693.pdf
141  (2023-12-27) Image Restoration by Denoising Diffusion Models with Iteratively Preconditioned Guidance      https://arxiv.org/pdf/2312.16519.pdf
142  (2024-01-3) SVGDreamer  Text Guided SVG Generation with Diffusion Model      https://arxiv.org/pdf/2312.16476.pdf
143  (2023-12-26) Natural Adversarial Patch Generation Method Based on Latent Diffusion Model      https://arxiv.org/pdf/2312.16401.pdf
144  (2023-12-23) Iterative Prompt Relabeling for diffusion model with RLDF      https://arxiv.org/pdf/2312.16204.pdf
145  (2023-12-26) One-dimensional Adapter to Rule Them All  Concepts Diffusion Models and Erasing Applications      https://arxiv.org/pdf/2312.16145.pdf
146  (2023-12-26) Compositional Search of Stable Crystalline Structures in Multi-Component Alloys Using Generative Diffusion Models      https://arxiv.org/pdf/2312.16073.pdf
147  (2024-01-29) Semantic Guidance Tuning for Text-To-Image Diffusion Models      https://arxiv.org/pdf/2312.15964.pdf
148  (2024-01-3) A Multi-Modal Contrastive Diffusion Model for Therapeutic Peptide Generation      https://arxiv.org/pdf/2312.15665.pdf
149  (2024-01-10) Conversational Co-Speech Gesture Generation via Modeling Dialog Intention Emotion and Context with Diffusion Models      https://arxiv.org/pdf/2312.15567.pdf
150  (2023-12-24) Diffusion-EXR  Controllable Review Generation for Explainable Recommendation via Diffusion Models      https://arxiv.org/pdf/2312.15490.pdf



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