Cover Image

Diffusion Sampling Path Tells More: An Efficient Plug-and-Play Strategy for Sample Filtering

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Sixian, Tang, Zhiwei, Chang, Tsung-Hui
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

NFCDS: A Plug-and-Play Noise Frequency-Controlled Diffusion Sampling Strategy for Image Restoration
by: Wang, Zhen, et al.
Published: (2026)

Adaptive Moments are Surprisingly Effective for Plug-and-Play Diffusion Sampling
by: Belardi, Christian, et al.
Published: (2026)

Plug-and-Play Diffusion Distillation
by: Hsiao, Yi-Ting, et al.
Published: (2024)

Plug-and-Play Versatile Compressed Video Enhancement
by: Zeng, Huimin, et al.
Published: (2025)

Plug-and-Play Posterior Sampling for Blind Inverse Problems
by: Li, Anqi, et al.
Published: (2025)

HiGS: History-Guided Sampling for Plug-and-Play Enhancement of Diffusion Models
by: Sadat, Seyedmorteza, et al.
Published: (2025)

Vote&Mix: Plug-and-Play Token Reduction for Efficient Vision Transformer
by: Peng, Shuai, et al.
Published: (2024)

Flow Diverse and Efficient: Learning Momentum Flow Matching via Stochastic Velocity Field Sampling
by: Ma, Zhiyuan, et al.
Published: (2025)

TDiff: Thermal Plug-And-Play Prior with Patch-Based Diffusion
by: Dashpute, Piyush, et al.
Published: (2025)

Plug-and-Play Context Feature Reuse for Efficient Masked Generation
by: Liu, Xuejie, et al.
Published: (2025)

Integrating Reweighted Least Squares with Plug-and-Play Diffusion Priors for Noisy Image Restoration
by: Li, Ji, et al.
Published: (2025)

Guided Path Sampling: Steering Diffusion Models Back on Track with Principled Path Guidance
by: Li, Haosen, et al.
Published: (2025)

Evaluating the Posterior Sampling Ability of Plug&Play Diffusion Methods in Sparse-View CT
by: Moroy, Liam, et al.
Published: (2024)

ConvRot: Rotation-Based Plug-and-Play 4-bit Quantization for Diffusion Transformers
by: Huang, Feice, et al.
Published: (2025)

Flash-VAED: Plug-and-Play VAE Decoders for Efficient Video Generation
by: Zhu, Lunjie, et al.
Published: (2026)

Score-Based Turbo Message Passing for Plug-and-Play Compressive Imaging
by: Cai, Chang, et al.
Published: (2025)

Anatomical Region-Guided Contrastive Decoding: A Plug-and-Play Strategy for Mitigating Hallucinations in Medical VLMs
by: Liang, Xiao, et al.
Published: (2025)

BrushNet: A Plug-and-Play Image Inpainting Model with Decomposed Dual-Branch Diffusion
by: Ju, Xuan, et al.
Published: (2024)

Plug-and-Play Fidelity Optimization for Diffusion Transformer Acceleration via Cumulative Error Minimization
by: Shao, Tong, et al.
Published: (2025)

BetterDepth: Plug-and-Play Diffusion Refiner for Zero-Shot Monocular Depth Estimation
by: Zhang, Xiang, et al.
Published: (2024)

MaxFusion: Plug&Play Multi-Modal Generation in Text-to-Image Diffusion Models
by: Nair, Nithin Gopalakrishnan, et al.
Published: (2024)

A Plug-and-Play Learning-based IMU Bias Factor for Robust Visual-Inertial Odometry
by: Yi, Yang, et al.
Published: (2025)

FasterVAR: Plug-and-Play Acceleration for Visual Autoregressive Models
by: Li, Senmao, et al.
Published: (2025)

Provably Robust Score-Based Diffusion Posterior Sampling for Plug-and-Play Image Reconstruction
by: Xu, Xingyu, et al.
Published: (2024)

PSTTS: A Plug-and-Play Token Selector for Efficient Event-based Spatio-temporal Representation Learning
by: Zhao, Xiangmo, et al.
Published: (2025)

SAIP: A Plug-and-Play Scale-adaptive Module in Diffusion-based Inverse Problems
by: Wang, Lingyu, et al.
Published: (2025)

Plug-and-Play Logit Fusion for Heterogeneous Pathology Foundation Models
by: Huang, Gexin, et al.
Published: (2026)

Text-to-Image Rectified Flow as Plug-and-Play Priors
by: Yang, Xiaofeng, et al.
Published: (2024)

SMSP: A Plug-and-Play Strategy of Multi-Scale Perception for MLLMs to Perceive Visual Illusions
by: Tu, Jinzhe, et al.
Published: (2026)

Stand-In: A Lightweight and Plug-and-Play Identity Control for Video Generation
by: Xue, Bowen, et al.
Published: (2025)

IMPUS: Image Morphing with Perceptually-Uniform Sampling Using Diffusion Models
by: Yang, Zhaoyuan, et al.
Published: (2023)

GS-Net: Generalizable Plug-and-Play 3D Gaussian Splatting Module
by: Zhang, Yichen, et al.
Published: (2024)

Segmentation as A Plug-and-Play Capability for Frozen Multimodal LLMs
by: Liu, Jiazhen, et al.
Published: (2025)

MambaST: A Plug-and-Play Cross-Spectral Spatial-Temporal Fuser for Efficient Pedestrian Detection
by: Gao, Xiangbo, et al.
Published: (2024)

CleanStyle: Plug-and-Play Style Conditioning Purification for Text-to-Image Stylization
by: Feng, Xiaoman, et al.
Published: (2026)

LowDiff: Efficient Diffusion Sampling with Low-Resolution Condition
by: Xu, Jiuyi, et al.
Published: (2025)

Counterfactual Vision-and-Language Navigation via Adversarial Path Sampling
by: Fu, Tsu-Jui, et al.
Published: (2019)

[CLS] Token Tells Everything Needed for Training-free Efficient MLLMs
by: Wang, Ao, et al.
Published: (2024)

Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models
by: Liu, Xuyang, et al.
Published: (2025)

Sampling-Aware Quantization for Diffusion Models
by: Zeng, Qian, et al.
Published: (2025)