CVPR 2024 图像生成方向总汇（视频合成/生成、纹理生成/合成、二维码生成、文本-矢量、手写数学表达式和文本-3D等）

1、GAN/Image Synthesis(图像生成)

• L-MAGIC: Language Model Assisted Generation of Images with Coherence
• CapsFusion: Rethinking Image-Text Data at Scale
• C3Net: Compound Conditioned ControlNet for Multimodal Content Generation
• Scaling Laws of Synthetic Images for Model Training ... for Now
• An edit friendly ddpm noise space: inversion and manipulations
  ⭐code
  🏠project
• CoDi-2: In-Context Interleaved and Interactive Any-to-Any Generation
  ⭐code
  🏠project
• CapHuman: Capture Your Moments in Parallel Universes
  ⭐code
  🏠project
• Text-Conditioned Generative Model of 3D Strand-based Human Hairstyles
  🏠project
• IMPRINT: Generative Object Compositing by Learning Identity-Preserving Representation
• TexTile: A Differentiable Metric for Texture Tileability
  🏠project
• SD-DiT: Unleashing the Power of Self-supervised Discrimination in Diffusion Transformer
• PhotoMaker: Customizing Realistic Human Photos via Stacked ID Embedding
  ⭐code
  🏠project
• MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training
  ⭐code
• Text-Image Alignment for Diffusion-Based Perception
• AEROBLADE: Training-Free Detection of Latent Diffusion Images Using Autoencoder Reconstruction Error
• FaceChain-SuDe: Building Derived Class to Inherit Category Attributes for One-shot Subject-Driven Generation
  ⭐code
• It's All About Your Sketch: Democratising Sketch Control in Diffusion Models
  ⭐code
• Codebook Transfer with Part-of-Speech for Vector-Quantized Image Modeling
• ProMark: Proactive Diffusion Watermarking for Causal Attribution
• DetDiffusion: Synergizing Generative and Perceptive Models for Enhanced Data Generation and Perception
• GAN
  • StyLitGAN: Image-Based Relighting via Latent Control
    ⭐code
    🏠project
  • StyleCineGAN: Landscape Cinemagraph Generation using a Pre-trained StyleGAN
  • What You See is What You GAN: Rendering Every Pixel for High-Fidelity Geometry in 3D GANs
    🏠project
  • Diversity-aware Channel Pruning for StyleGAN Compression
    ⭐code
  • Adversarial Score Distillation: When score distillation meets GAN
    ⭐code
    🏠project
• 扩散
  • Fixed Point Diffusion Models
    🏠project
  • Diffusion Models Without Attention
  • Image Neural Field Diffusion Models
  • Functional Diffusion
    🏠project
  • Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models
  • Learned Representation-Guided Diffusion Models for Large-Image Generation
  • ACT-Diffusion: Efficient Adversarial Consistency Training for One-step Diffusion Models
  • Using Human Feedback to Fine-tune Diffusion Models without Any Reward Model
  • LightIt: Illumination Modeling and Control for Diffusion Models
  • Towards More Accurate Diffusion Model Acceleration with A Timestep Tuner
  • MMA-Diffusion: MultiModal Attack on Diffusion Models
  • CommonCanvas: Open Diffusion Models Trained on Creative-Commons Images
  • Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion?
  • Self-correcting LLM-controlled Diffusion Models
  • Attention-Driven Training-Free Efficiency Enhancement of Diffusion Models
  • SODA: Bottleneck Diffusion Models for Representation Learning
  • PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models
  • Don't drop your samples! Coherence-aware training benefits Conditional diffusion
    🏠project
  • Improving Training Efficiency of Diffusion Models via Multi-Stage Framework and Tailored Multi-Decoder Architecture
  • DiffLoc: Diffusion Model for Outdoor LiDAR Localization
    👍摘要
  • EasyDrag: Efficient Point-based Manipulation on Diffusion Models
  • Distilling ODE Solvers of Diffusion Models into Smaller Steps
  • Cache Me if You Can: Accelerating Diffusion Models through Block Caching
    🏠project
  • Beyond Textual Constraints: Learning Novel Diffusion Conditions with Fewer Examples
  • AAMDM: Accelerated Auto-regressive Motion Diffusion Model
  • DeepCache: Accelerating Diffusion Models for Free
    🏠project
  • Diffusion Model Alignment Using Direct Preference Optimization
  • Perturbing Attention Gives You More Bang for the Buck: Subtle Imaging Perturbations That Efficiently Fool Customized Diffusion Models
  • Analyzing and Improving the Training Dynamics of Diffusion Models
  • Residual Learning in Diffusion Models
  • FreeU: Free Lunch in Diffusion U-Net
    ⭐code
    🏠project
  • VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion Models
    ⭐code
    🏠project
  • Diff-BGM: A Diffusion Model for Video Background Music Generation视频背景音乐生成的扩散模型
  • Your Student is Better Than Expected: Adaptive Teacher-Student Collaboration for Text-Conditional Diffusion Models
  • Shadow Generation for Composite Image Using Diffusion Model
    ⭐code
  • Alchemist: Parametric Control of Material Properties with Diffusion Models
  • Orthogonal Adaptation for Modular Customization of Diffusion Models
    🏠project扩散模型
  • Observation-Guided Diffusion Probabilistic Models
    ⭐code
  • TFMQ-DM: Temporal Feature Maintenance Quantization for Diffusion Models
    ⭐code
  • Visual Anagrams: Generating Multi-View Optical Illusions with Diffusion Models
  • SPAD: Spatially Aware Multi-View Diffusers
    🏠project
  • Structure-Guided Adversarial Training of Diffusion Models
  • One-step Diffusion with Distribution Matching Distillation
    🏠project
  • Rethinking the Spatial Inconsistency in Classifier-Free Diffusion Guidance
    ⭐code
  • Intelligent Grimm -- Open-ended Visual Storytelling via Latent Diffusion Models
    ⭐code
    🏠project