爆炸!最新150篇!2024年1月diffusion生成擴(kuò)散模型論文匯總
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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