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Diffusion Models

4,421 papers

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Papers

Improved Sample Complexity Bounds for Diffusion Model Training NIPS 2024
VidMan: Exploiting Implicit Dynamics from Video Diffusion Model for Effective Robot Manipulation NIPS 2024
TurboHopp: Accelerated Molecule Scaffold Hopping with Consistency Models NIPS 2024
Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models. NIPS 2024
Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation NIPS 2024
Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs NIPS 2024
Hollowed Net for On-Device Personalization of Text-to-Image Diffusion Models NIPS 2024
Generating compositional scenes via Text-to-image RGBA Instance Generation NIPS 2024
Out-of-Distribution Detection with a Single Unconditional Diffusion Model NIPS 2024
Aligning Target-Aware Molecule Diffusion Models with Exact Energy Optimization NIPS 2024
Diffusing Differentiable Representations NIPS 2024
EM Distillation for One-step Diffusion Models NIPS 2024
4Real: Towards Photorealistic 4D Scene Generation via Video Diffusion Models NIPS 2024
A versatile informative diffusion model for single-cell ATAC-seq data generation and analysis NIPS 2024
DEL: Discrete Element Learner for Learning 3D Particle Dynamics with Neural Rendering NIPS 2024
In-N-Out: Lifting 2D Diffusion Prior for 3D Object Removal via Tuning-Free Latents Alignment NIPS 2024
FlowLLM: Flow Matching for Material Generation with Large Language Models as Base Distributions NIPS 2024
BELM: Bidirectional Explicit Linear Multi-step Sampler for Exact Inversion in Diffusion Models NIPS 2024
Text-Aware Diffusion for Policy Learning NIPS 2024
ReFIR: Grounding Large Restoration Models with Retrieval Augmentation NIPS 2024
Improved Distribution Matching Distillation for Fast Image Synthesis NIPS 2024
Unleashing the Denoising Capability of Diffusion Prior for Solving Inverse Problems NIPS 2024
Enhancing Consistency-Based Image Generation via Adversarialy-Trained Classification and Energy-Based Discrimination NIPS 2024
SimGen: Simulator-conditioned Driving Scene Generation NIPS 2024
MiraData: A Large-Scale Video Dataset with Long Durations and Structured Captions NIPS 2024