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Diffusion Models

4342 directly classified papers

Papers per year

Papers

IR-CM: The Fast and General-purpose Image Restoration Method Based on Consistency Model NIPS 2024
Video Diffusion Models are Training-free Motion Interpreter and Controller NIPS 2024
CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching NIPS 2024
Neural Assets: 3D-Aware Multi-Object Scene Synthesis with Image Diffusion Models NIPS 2024
Gradient-free Decoder Inversion in Latent Diffusion Models NIPS 2024
Reprogramming Pretrained Target-Specific Diffusion Models for Dual-Target Drug Design NIPS 2024
Exploring DCN-like architecture for fast image generation with arbitrary resolution NIPS 2024
Finding NeMo: Localizing Neurons Responsible For Memorization in Diffusion Models NIPS 2024
Constrained Synthesis with Projected Diffusion Models NIPS 2024
SyncTweedies: A General Generative Framework Based on Synchronized Diffusions NIPS 2024
Retrieval-Augmented Diffusion Models for Time Series Forecasting NIPS 2024
Score-based generative models are provably robust: an uncertainty quantification perspective NIPS 2024
Group and Shuffle: Efficient Structured Orthogonal Parametrization NIPS 2024
Generating Highly Designable Proteins with Geometric Algebra Flow Matching NIPS 2024
Precipitation Downscaling with Spatiotemporal Video Diffusion NIPS 2024
A Cat Is A Cat (Not A Dog!): Unraveling Information Mix-ups in Text-to-Image Encoders through Causal Analysis and Embedding Optimization NIPS 2024
GrounDiT: Grounding Diffusion Transformers via Noisy Patch Transplantation NIPS 2024
DINTR: Tracking via Diffusion-based Interpolation NIPS 2024
Discrete-state Continuous-time Diffusion for Graph Generation NIPS 2024
Faster Diffusion: Rethinking the Role of the Encoder for Diffusion Model Inference NIPS 2024
OccFusion: Rendering Occluded Humans with Generative Diffusion Priors NIPS 2024
DiP-GO: A Diffusion Pruner via Few-step Gradient Optimization NIPS 2024
Model-based Diffusion for Trajectory Optimization NIPS 2024
Unifying Generation and Prediction on Graphs with Latent Graph Diffusion NIPS 2024
DRIP: Unleashing Diffusion Priors for Joint Foreground and Alpha Prediction in Image Matting NIPS 2024