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Diffusion Models

4342 directly classified papers

Papers per year

Papers

ANT: Adaptive Noise Schedule for Time Series Diffusion Models NIPS 2024
SampDetox: Black-box Backdoor Defense via Perturbation-based Sample Detoxification NIPS 2024
Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer NIPS 2024
Synergistic Dual Spatial-aware Generation of Image-to-text and Text-to-image NIPS 2024
Applying Guidance in a Limited Interval Improves Sample and Distribution Quality in Diffusion Models NIPS 2024
DiffuLT: Diffusion for Long-tail Recognition Without External Knowledge NIPS 2024
MotionCraft: Physics-Based Zero-Shot Video Generation NIPS 2024
Unique3D: High-Quality and Efficient 3D Mesh Generation from a Single Image NIPS 2024
Animate3D: Animating Any 3D Model with Multi-view Video Diffusion NIPS 2024
Slight Corruption in Pre-training Data Makes Better Diffusion Models NIPS 2024
Adapting to Unknown Low-Dimensional Structures in Score-Based Diffusion Models NIPS 2024
Bridging Model-Based Optimization and Generative Modeling via Conservative Fine-Tuning of Diffusion Models NIPS 2024
Probablistic Emulation of a Global Climate Model with Spherical DYffusion NIPS 2024
Frieren: Efficient Video-to-Audio Generation Network with Rectified Flow Matching NIPS 2024
Where's Waldo: Diffusion Features For Personalized Segmentation and Retrieval NIPS 2024
HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image Generation NIPS 2024
Ctrl-X: Controlling Structure and Appearance for Text-To-Image Generation Without Guidance NIPS 2024
Autoregressive Image Diffusion: Generation of Image Sequence and Application in MRI NIPS 2024
4D Gaussian Splatting in the Wild with Uncertainty-Aware Regularization NIPS 2024
DiffusionPDE: Generative PDE-Solving under Partial Observation NIPS 2024
Online Posterior Sampling with a Diffusion Prior NIPS 2024
Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual Noise NIPS 2024
Lumina-Next : Making Lumina-T2X Stronger and Faster with Next-DiT NIPS 2024
FreeLong: Training-Free Long Video Generation with SpectralBlend Temporal Attention NIPS 2024
Equivariant Blurring Diffusion for Hierarchical Molecular Conformer Generation NIPS 2024