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Diffusion Models

4,342 papers

Papers per year

Papers

Erasing Undesirable Concepts in Diffusion Models with Adversarial Preservation NIPS 2024
Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching NIPS 2024
3DGS-Enhancer: Enhancing Unbounded 3D Gaussian Splatting with View-consistent 2D Diffusion Priors NIPS 2024
Accelerating Diffusion Models with Parallel Sampling: Inference at Sub-Linear Time Complexity NIPS 2024
DiffuPac: Contextual Mimicry in Adversarial Packets Generation via Diffusion Model NIPS 2024
Alleviating Distortion in Image Generation via Multi-Resolution Diffusion Models and Time-Dependent Layer Normalization NIPS 2024
EDT: An Efficient Diffusion Transformer Framework Inspired by Human-like Sketching NIPS 2024
Understanding Hallucinations in Diffusion Models through Mode Interpolation NIPS 2024
SeeClear: Semantic Distillation Enhances Pixel Condensation for Video Super-Resolution NIPS 2024
PureGen: Universal Data Purification for Train-Time Poison Defense via Generative Model Dynamics NIPS 2024
AirSketch: Generative Motion to Sketch NIPS 2024
Prompt-Agnostic Adversarial Perturbation for Customized Diffusion Models NIPS 2024
Transfer Learning for Diffusion Models NIPS 2024
Diffusion Imitation from Observation NIPS 2024
Generative Modelling of Structurally Constrained Graphs NIPS 2024
Interpreting the Weight Space of Customized Diffusion Models NIPS 2024
Confusion-Resistant Federated Learning via Diffusion-Based Data Harmonization on Non-IID Data NIPS 2024
Diffusion Twigs with Loop Guidance for Conditional Graph Generation NIPS 2024
Learning the Infinitesimal Generator of Stochastic Diffusion Processes NIPS 2024
Theoretical guarantees in KL for Diffusion Flow Matching NIPS 2024
TextCtrl: Diffusion-based Scene Text Editing with Prior Guidance Control NIPS 2024
Unified Guidance for Geometry-Conditioned Molecular Generation NIPS 2024
SemFlow: Binding Semantic Segmentation and Image Synthesis via Rectified Flow NIPS 2024
Closed-Loop Visuomotor Control with Generative Expectation for Robotic Manipulation NIPS 2024
Novel Object Synthesis via Adaptive Text-Image Harmony NIPS 2024