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Diffusion Models

4,421 papers

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Papers

Exploring Fixed Point in Image Editing: Theoretical Support and Convergence Optimization NIPS 2024
General Articulated Objects Manipulation in Real Images via Part-Aware Diffusion Process NIPS 2024
DiffAug: A Diffuse-and-Denoise Augmentation for Training Robust Classifiers NIPS 2024
Taming Generative Diffusion Prior for Universal Blind Image Restoration NIPS 2024
ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation NIPS 2024
OneActor: Consistent Subject Generation via Cluster-Conditioned Guidance NIPS 2024
Absorb & Escape: Overcoming Single Model Limitations in Generating Heterogeneous Genomic Sequences NIPS 2024
Advancing Fine-Grained Classification by Structure and Subject Preserving Augmentation NIPS 2024
TFG: Unified Training-Free Guidance for Diffusion Models NIPS 2024
ParallelEdits: Efficient Multi-Aspect Text-Driven Image Editing with Attention Grouping NIPS 2024
Breaking Determinism: Fuzzy Modeling of Sequential Recommendation Using Discrete State Space Diffusion Model NIPS 2024
FairQueue: Rethinking Prompt Learning for Fair Text-to-Image Generation NIPS 2024
On conditional diffusion models for PDE simulations NIPS 2024
Coherent 3D Scene Diffusion From a Single RGB Image NIPS 2024
Consistency Diffusion Bridge Models NIPS 2024
Human-Object Interaction Detection Collaborated with Large Relation-driven Diffusion Models NIPS 2024
Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion NIPS 2024
Aligning Diffusion Models by Optimizing Human Utility NIPS 2024
Generative Fractional Diffusion Models NIPS 2024
Geometric Trajectory Diffusion Models NIPS 2024
Score Distillation via Reparametrized DDIM NIPS 2024
Constrained Diffusion Models via Dual Training NIPS 2024
Fast samplers for Inverse Problems in Iterative Refinement models NIPS 2024
Exploring Low-Dimensional Subspace in Diffusion Models for Controllable Image Editing NIPS 2024
MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space NIPS 2024