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Diffusion Models

4,342 papers

Papers per year

Papers

Architect: Generating Vivid and Interactive 3D Scenes with Hierarchical 2D Inpainting NIPS 2024
HDR-GS: Efficient High Dynamic Range Novel View Synthesis at 1000x Speed via Gaussian Splatting NIPS 2024
Few-Shot Diffusion Models Escape the Curse of Dimensionality NIPS 2024
Factorized Diffusion Architectures for Unsupervised Image Generation and Segmentation NIPS 2024
Group and Shuffle: Efficient Structured Orthogonal Parametrization NIPS 2024
DINTR: Tracking via Diffusion-based Interpolation NIPS 2024
Enhancing Motion in Text-to-Video Generation with Decomposed Encoding and Conditioning NIPS 2024
LaSe-E2V: Towards Language-guided Semantic-aware Event-to-Video Reconstruction NIPS 2024
Zeroth-Order Sampling Methods for Non-Log-Concave Distributions: Alleviating Metastability by Denoising Diffusion NIPS 2024
FouRA: Fourier Low-Rank Adaptation NIPS 2024
Self-Play Fine-tuning of Diffusion Models for Text-to-image Generation NIPS 2024
Solving Inverse Problems via Diffusion Optimal Control NIPS 2024
Time-Varying LoRA: Towards Effective Cross-Domain Fine-Tuning of Diffusion Models NIPS 2024
Neural Flow Diffusion Models: Learnable Forward Process for Improved Diffusion Modelling NIPS 2024
Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy NIPS 2024
Pre-trained Text-to-Image Diffusion Models Are Versatile Representation Learners for Control NIPS 2024
HumanSplat: Generalizable Single-Image Human Gaussian Splatting with Structure Priors NIPS 2024
FastDrag: Manipulate Anything in One Step NIPS 2024
Full-Atom Peptide Design with Geometric Latent Diffusion NIPS 2024
ReF-LDM: A Latent Diffusion Model for Reference-based Face Image Restoration NIPS 2024
XMask3D: Cross-modal Mask Reasoning for Open Vocabulary 3D Semantic Segmentation NIPS 2024
GIC: Gaussian-Informed Continuum for Physical Property Identification and Simulation NIPS 2024
Director3D: Real-world Camera Trajectory and 3D Scene Generation from Text NIPS 2024
DePLM: Denoising Protein Language Models for Property Optimization NIPS 2024
CAT3D: Create Anything in 3D with Multi-View Diffusion Models NIPS 2024