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Diffusion Models

4342 directly classified papers

Papers per year

Papers

RealCompo: Balancing Realism and Compositionality Improves Text-to-Image Diffusion Models NIPS 2024
RectifID: Personalizing Rectified Flow with Anchored Classifier Guidance NIPS 2024
Structure Consistent Gaussian Splatting with Matching Prior for Few-shot Novel View Synthesis NIPS 2024
MC-DiT: Contextual Enhancement via Clean-to-Clean Reconstruction for Masked Diffusion Models NIPS 2024
Divide-and-Conquer Posterior Sampling for Denoising Diffusion priors NIPS 2024
GaussianCube: A Structured and Explicit Radiance Representation for 3D Generative Modeling NIPS 2024
SCube: Instant Large-Scale Scene Reconstruction using VoxSplats NIPS 2024
AID: Attention Interpolation of Text-to-Image Diffusion NIPS 2024
A Modular Conditional Diffusion Framework for Image Reconstruction NIPS 2024
Scene Graph Disentanglement and Composition for Generalizable Complex Image Generation NIPS 2024
$\text{Di}^2\text{Pose}$: Discrete Diffusion Model for Occluded 3D Human Pose Estimation NIPS 2024
Human-3Diffusion: Realistic Avatar Creation via Explicit 3D Consistent Diffusion Models NIPS 2024
Identity Decoupling for Multi-Subject Personalization of Text-to-Image Models NIPS 2024
Warped Diffusion: Solving Video Inverse Problems with Image Diffusion Models NIPS 2024
DiffusionFake: Enhancing Generalization in Deepfake Detection via Guided Stable Diffusion NIPS 2024
Atlas3D: Physically Constrained Self-Supporting Text-to-3D for Simulation and Fabrication NIPS 2024
Distribution-Aware Data Expansion with Diffusion Models NIPS 2024
Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion NIPS 2024
Direct Consistency Optimization for Robust Customization of Text-to-Image Diffusion models NIPS 2024
Schrodinger Bridge Flow for Unpaired Data Translation NIPS 2024
SF-V: Single Forward Video Generation Model NIPS 2024
DiffuBox: Refining 3D Object Detection with Point Diffusion NIPS 2024
Consistency Purification: Effective and Efficient Diffusion Purification towards Certified Robustness NIPS 2024
Diffusion Models With Learned Adaptive Noise NIPS 2024
MVSplat360: Feed-Forward 360 Scene Synthesis from Sparse Views NIPS 2024