Bibliography:

  1. ‘neural net’ tag

  2. ‘discrete diffusion model’ tag

  3. ‘black sun sigil’ tag

  4. ‘Dropcat dropcaps’ tag

  5. ‘Gene Wolfe dropcaps’ tag

  6. ‘dropcaps (AI typography)’ tag

  7. /doc/ai/nn/diffusion/midjourney/dropcap/ninit

  8. ‘Midjourney’ tag

  9. /doc/ai/nn/diffusion/midjourney/landscape

  10. ‘CLIP’ tag

  11. ‘DALL·E 2’ tag

  12. ‘DALL·E’ tag

  13. ‘video generation’ tag

  14. Research Ideas

  15. Art-Free Generative Models: Art Creation Without Graphic Art Knowledge

  16. Revisiting Your Memory: Reconstruction of Affect-Contextualized Memory via EEG-guided Audiovisual Generation

  17. Data Scaling Laws in Imitation Learning for Robotic Manipulation

  18. One Step Diffusion via Shortcut Models

  19. SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers

  20. Copying style, Extracting value: Illustrators’ Perception of AI Style Transfer and its Impact on Creative Labor

  21. Improvements to SDXL in NovelAI Diffusion V3

  22. [Taylor Swift endorses Kamala Harris due to deepfakes]

  23. Diffusion Is Spectral Autoregression

  24. My Dead Father Is ‘Writing’ Me Notes Again

  25. The Rise of Terminator Zero with Writer Mattson Tomlin & Director Masashi Kudo

  26. NovelAI Diffusion V1 Weights Release

  27. Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model

  28. Stretching Each Dollar: Diffusion Training from Scratch on a Micro-Budget

  29. Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion

  30. MAR: Autoregressive Image Generation without Vector Quantization

  31. Adversarial Perturbations Cannot Reliably Protect Artists From Generative AI

  32. Consistency-diversity-realism Pareto fronts of conditional image generative models

  33. Interpreting the Weight Space of Customized Diffusion Models

  34. SF-V: Single Forward Video Generation Model

  35. Diffusion On Syntax Trees For Program Synthesis

  36. Lateralization MLP: A Simple Brain-inspired Architecture for Diffusion

  37. Dynamic Typography: Bringing Text to Life via Video Diffusion Prior

  38. Long-form music generation with latent diffusion

  39. VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time

  40. ControlNet++: Improving Conditional Controls with Efficient Consistency Feedback

  41. Measuring Style Similarity in Diffusion Models

  42. Is Model Collapse Inevitable? Breaking the Curse of Recursion by Accumulating Real and Synthetic Data

  43. TextCraftor: Your Text Encoder Can be Image Quality Controller

  44. Improving Text-to-Image Consistency via Automatic Prompt Optimization

  45. SDXS: Real-Time One-Step Latent Diffusion Models with Image Conditions

  46. Stability AI Announcement

  47. CMD: Efficient Video Diffusion Models via Content-Frame Motion-Latent Decomposition

  48. ZigMa: Zigzag Mamba Diffusion Model

  49. Atomically accurate de novo design of single-domain antibodies

  50. Sketch2Manga: Shaded Manga Screening from Sketch with Diffusion Models

  51. ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment

  52. Transparent Image Layer Diffusion using Latent Transparency

  53. Neural Network Parameter Diffusion

  54. CartoonizeDiff: Diffusion-Based Photo Cartoonization Scheme

  55. Discovering Universal Semantic Triggers for Text-to-Image Synthesis

  56. AnimeDiffusion: Anime Diffusion Colorization

  57. Benchmarking Robustness of Multimodal Image-Text Models under Distribution Shift

  58. Fixed Point Diffusion Models

  59. Why a Chinese court’s landmark decision recognising the copyright for an AI-generated image benefits creators in this nascent field

  60. Bridging the Gap: Sketch to Color Diffusion Model with Semantic Prompt Learning

  61. Applying Conditional Information in Guiding Diffusion-Based method for Anime-Style Face Drawing

  62. GenCast: Diffusion-based ensemble forecasting for medium-range weather

  63. Training Stable Diffusion from Scratch Costs <$160k

  64. Generative AI Beyond LLMs: System Implications of Multi-Modal Generation

  65. DreamTuner: Single Image is Enough for Subject-Driven Generation

  66. Rich Human Feedback for Text-to-Image Generation

  67. ECLIPSE: A Resource-Efficient Text-to-Image Prior for Image Generations

  68. Self-conditioned Image Generation via Generating Representations

  69. Retrieving Conditions from Reference Images for Diffusion Models

  70. Analyzing and Improving the Training Dynamics of Diffusion Models

  71. DiffiT: Diffusion Vision Transformers for Image Generation

  72. Diffusion Models Without Attention

  73. MicroCinema: A Divide-and-Conquer Approach for Text-to-Video Generation

  74. AnyLens: A Generative Diffusion Model with Any Rendering Lens

  75. Visual Anagrams: Generating Multi-View Optical Illusions with Diffusion Models

  76. Stability AI Explores Sale As Investor Urges CEO to Resign: Move Follows Letter from Investor Coatue Calling for Changes; Coatue Concerned about Stability AI’s Financial Position

  77. TextDiffuser-2: Unleashing the Power of Language Models for Text Rendering

  78. MobileDiffusion: Subsecond Text-to-Image Generation on Mobile Devices

  79. Adversarial Diffusion Distillation

  80. Generative Models: What do they know? Do they know things? Let’s find out!

  81. Test-time Adaptation of Discriminative Models via Diffusion Generative Feedback

  82. Diffusion Model Alignment Using Direct Preference Optimization

  83. Concept Sliders: LoRA Adaptors for Precise Control in Diffusion Models

  84. Introducing NovelAI Diffusion Anime V3

  85. UFOGen: You Forward Once Large Scale Text-to-Image Generation via Diffusion GANs

  86. I2VGen-XL: High-Quality Image-to-Video Synthesis via Cascaded Diffusion Models

  87. AnyText: Multilingual Visual Text Generation And Editing

  88. Idempotent Generative Network

  89. Beyond U: Making Diffusion Models Faster & Lighter

  90. CADS: Unleashing the Diversity of Diffusion Models through Condition-Annealed Sampling

  91. CommonCanvas: An Open Diffusion Model Trained with Creative-Commons Images

  92. Nightshade: Prompt-Specific Poisoning Attacks on Text-to-Image Generative Models

  93. Compositional Abilities Emerge Multiplicatively: Exploring Diffusion Models on a Synthetic Task

  94. Text Embeddings Reveal (Almost) As Much As Text

  95. Generalization in diffusion models arises from geometry-adaptive harmonic representation

  96. Intriguing properties of generative classifiers

  97. Emu: Enhancing Image Generation Models Using Photogenic Needles in a Haystack

  98. Generating and Imputing Tabular Data via Diffusion and Flow-based Gradient-Boosted Trees

  99. InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation

  100. Generating tabular datasets under differential privacy

  101. MetaDiff: Meta-Learning with Conditional Diffusion for Few-Shot Learning

  102. Provable Guarantees for Generative Behavior Cloning: Bridging Low-Level Stability and High-Level Behavior

  103. FABRIC: Personalizing Diffusion Models with Iterative Feedback

  104. Diffusion Models Beat GANs on Image Classification

  105. SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

  106. SDXL § Micro-Conditioning: Conditioning the Model on Image Size

  107. DiffSketcher: Text Guided Vector Sketch Synthesis through Latent Diffusion Models

  108. Fighting Uncertainty with Gradients: Offline Reinforcement Learning via Diffusion Score Matching

  109. Semi-Implicit Denoising Diffusion Models (SIDDMs)

  110. Evaluating the Robustness of Text-to-image Diffusion Models against Real-world Attacks

  111. StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models

  112. Beyond Surface Statistics: Scene Representations in a Latent Diffusion Model

  113. Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models

  114. StyleDrop: Text-to-Image Generation in Any Style

  115. Artificial intelligence and art: Identifying the esthetic judgment factors that distinguish human & machine-generated artwork

  116. Spontaneous symmetry breaking in generative diffusion models

  117. Tree-Ring Watermarks: Fingerprints for Diffusion Images that are Invisible and Robust

  118. UDPM: Upsampling Diffusion Probabilistic Models

  119. Generalizable Synthetic Image Detection via Language-guided Contrastive Learning

  120. Common Diffusion Noise Schedules and Sample Steps are Flawed

  121. Diffusart: Enhancing Line Art Colorization with Conditional Diffusion Models

  122. Continual Diffusion: Continual Customization of Text-to-Image Diffusion with C-LoRA

  123. Reference-based Image Composition with Sketch via Structure-aware Diffusion Model

  124. HyperDiffusion: Generating Implicit Neural Fields with Weight-Space Diffusion

  125. Masked Diffusion Transformer is a Strong Image Synthesizer

  126. Prompting AI Art: An Investigation into the Creative Skill of Prompt Engineering

  127. TRACT: Denoising Diffusion Models with Transitive Closure Time-Distillation

  128. Consistency Models

  129. Understanding the Diffusion Objective as a Weighted Integral of ELBOs

  130. Adding Conditional Control to Text-to-Image Diffusion Models

  131. Glaze: Protecting Artists from Style Mimicry by Text-to-Image Models

  132. Hard Prompts Made Easy: Gradient-Based Discrete Optimization for Prompt Tuning and Discovery

  133. Dreamix: Video Diffusion Models are General Video Editors

  134. Imitating Human Behavior with Diffusion Models

  135. Msanii: High Fidelity Music Synthesis on a Shoestring Budget

  136. Archisound: Audio Generation With Diffusion

  137. DIRAC: Neural Image Compression with a Diffusion-Based Decoder

  138. Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation

  139. Scalable Adaptive Computation for Iterative Generation

  140. Character-Aware Models Improve Visual Text Rendering

  141. Diffusion Transformers (DiTs): Scalable Diffusion Models with Transformers

  142. Point·E: A System for Generating 3D Point Clouds from Complex Prompts

  143. The Stable Artist: Steering Semantics in Diffusion Latent Space

  144. Multi-Concept Customization of Text-to-Image Diffusion

  145. Multi-resolution Textual Inversion

  146. Latent Video Diffusion Models for High-Fidelity Video Generation with Arbitrary Lengths

  147. VectorFusion: Text-to-SVG by Abstracting Pixel-Based Diffusion Models

  148. DreamArtist: Towards Controllable One-Shot Text-to-Image Generation via Contrastive Prompt-Tuning

  149. DiffusionDet: Diffusion Model for Object Detection

  150. Null-text Inversion for Editing Real Images using Guided Diffusion Models

  151. InstructPix2Pix: Learning to Follow Image Editing Instructions

  152. Versatile Diffusion: Text, Images and Variations All in One Diffusion Model

  153. Rickrolling the Artist: Injecting Invisible Backdoors into Text-Guided Image Generation Models

  154. eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers

  155. DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

  156. Imagic: Text-Based Real Image Editing with Diffusion Models

  157. Hierarchical Diffusion Models for Singing Voice Neural Vocoder

  158. Flow Matching for Generative Modeling

  159. On Distillation of Guided Diffusion Models

  160. Improving Sample Quality of Diffusion Models Using Self-Attention Guidance

  161. Rectified Flow: A Marginal Preserving Approach to Optimal Transport

  162. DreamFusion: Text-to-3D using 2D Diffusion

  163. RealSinger: Ultra-Realistic Singing Voice Generation via Stochastic Differential Equations

  164. g.pt: Learning to Learn with Generative Models of Neural Network Checkpoints

  165. PFGM: Poisson Flow Generative Models

  166. This Artist Is Dominating AI-Generated Art. And He’s Not Happy about It. Greg Rutkowski Is a More Popular Prompt Than Picasso

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  168. Brain Imaging Generation with Latent Diffusion Models

  169. Soft Diffusion: Score Matching for General Corruptions

  170. Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

  171. Frido: Feature Pyramid Diffusion for Complex Scene Image Synthesis

  172. Understanding Diffusion Models: A Unified Perspective

  173. DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation

  174. Cold Diffusion: Inverting Arbitrary Image Transforms Without Noise

  175. Diffusion-QL: Diffusion Policies as an Expressive Policy Class for Offline Reinforcement Learning

  176. An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion

  177. Prompt-to-Prompt Image Editing with Cross Attention Control

  178. Text-Guided Synthesis of Artistic Images with Retrieval-Augmented Diffusion Models

  179. NUWA-∞: Autoregressive over Autoregressive Generation for Infinite Visual Synthesis

  180. IHDM: Generative Modeling With Inverse Heat Dissipation

  181. DiffC: Lossy Compression with Gaussian Diffusion

  182. Diffusion-GAN: Training GANs with Diffusion

  183. Compositional Visual Generation with Composable Diffusion Models

  184. DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps

  185. Score-Based Generative Models Detect Manifolds

  186. Elucidating the Design Space of Diffusion-Based Generative Models

  187. Text2Human: Text-Driven Controllable Human Image Generation

  188. Improved Vector Quantized Diffusion Models

  189. Maximum Likelihood Training of Implicit Nonlinear Diffusion Models

  190. Imagen: Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding

  191. Flexible Diffusion Modeling of Long Videos

  192. Planning with Diffusion for Flexible Behavior Synthesis

  193. Diffusion Models for Adversarial Purification

  194. Retrieval-Augmented Diffusion Models: Semi-Parametric Neural Image Synthesis

  195. Video Diffusion Models

  196. KNN-Diffusion: Image Generation via Large-Scale Retrieval

  197. Perception Prioritized Training of Diffusion Models

  198. Diffusion Probabilistic Modeling for Video Generation

  199. Diffusion Causal Models for Counterfactual Estimation

  200. Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Autoencoders

  201. Learning Fast Samplers for Diffusion Models by Differentiating Through Sample Quality

  202. From data to functa: Your data point is a function and you should treat it like one

  203. Denoising Diffusion Restoration Models

  204. DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents

  205. Itô-Taylor Sampling Scheme for Denoising Diffusion Probabilistic Models using Ideal Derivatives

  206. High-Resolution Image Synthesis with Latent Diffusion Models

  207. High Fidelity Visualization of What Your Self-Supervised Representation Knows About

  208. More Control for Free! Image Synthesis with Semantic Diffusion Guidance

  209. Come-Closer-Diffuse-Faster: Accelerating Conditional Diffusion Models for Inverse Problems through Stochastic Contraction

  210. VQ-DDM: Global Context with Discrete Diffusion in Vector Quantized Modeling for Image Generation

  211. Diffusion Autoencoders: Toward a Meaningful and Decodable Representation

  212. Blended Diffusion for Text-driven Editing of Natural Images

  213. Vector Quantized Diffusion Model for Text-to-Image Synthesis

  214. Classifier-Free Diffusion Guidance

  215. Unleashing Transformers: Parallel Token Prediction with Discrete Absorbing Diffusion for Fast High-Resolution Image Generation from Vector-Quantized Codes

  216. Restormer: Efficient Transformer for High-Resolution Image Restoration

  217. Tackling the Generative Learning Trilemma with Denoising Diffusion GANs

  218. Diffusion Normalizing Flow

  219. Palette: Image-to-Image Diffusion Models

  220. Progressive Distillation for Fast Sampling of Diffusion Models

  221. DiffusionCLIP: Text-guided Image Manipulation Using Diffusion Models

  222. Unconditional Diffusion Guidance

  223. Generative Probabilistic Image Colorization

  224. Bilateral Denoising Diffusion Models

  225. ImageBART: Bidirectional Context with Multinomial Diffusion for Autoregressive Image Synthesis

  226. Variational Diffusion Models

  227. LoRA: Low-Rank Adaptation of Large Language Models

  228. PriorGrad: Improving Conditional Denoising Diffusion Models with Data-Dependent Adaptive Prior

  229. Score-based Generative Modeling in Latent Space

  230. CDM: Cascaded Diffusion Models for High Fidelity Image Generation

  231. Learning to Efficiently Sample from Diffusion Probabilistic Models

  232. Gotta Go Fast When Generating Data with Score-Based Models

  233. Diffusion Models Beat GANs on Image Synthesis

  234. DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism

  235. Image Super-Resolution via Iterative Refinement

  236. Learning Energy-Based Models by Diffusion Recovery Likelihood

  237. Improved Denoising Diffusion Probabilistic Models

  238. Denoising Diffusion Implicit Models

  239. Maximum Likelihood Training of Score-Based Diffusion Models

  240. Score-Based Generative Modeling through Stochastic Differential Equations

  241. Denoising Diffusion Probabilistic Models

  242. NoGAN: Decrappification, DeOldification, and Super Resolution

  243. Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image Captioning

  244. Improving Sampling from Generative Autoencoders with Markov Chains

  245. Deep Unsupervised Learning using Nonequilibrium Thermodynamics

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