"classifier-free guidance" Papers

37 papers found

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking

Pengxiang Li, Shilin Yan, Jiayin Cai et al.

NEURIPS 2025arXiv:2505.20199
14
citations

CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Hyungjin Chung, Jeongsol Kim, Geon Yeong Park et al.

ICLR 2025arXiv:2406.08070
83
citations

Devil is in the Detail: Towards Injecting Fine Details of Image Prompt in Image Generation via Conflict-free Guidance and Stratified Attention

Kyungmin Jo, Jooyeol Yun, Jaegul Choo

CVPR 2025arXiv:2508.02004
2
citations

DISCO: DISCrete nOise for Conditional Control in Text-to-Image Diffusion Models

Longquan Dai, Wu Ming, Dejiao Xue et al.

NEURIPS 2025

Eliminating Oversaturation and Artifacts of High Guidance Scales in Diffusion Models

Seyedmorteza Sadat, Otmar Hilliges, Romann Weber

ICLR 2025arXiv:2410.02416
56
citations

Enhancing Privacy-Utility Trade-offs to Mitigate Memorization in Diffusion Models

Chen Chen, Daochang Liu, Mubarak Shah et al.

CVPR 2025arXiv:2504.18032
7
citations

Entropy Rectifying Guidance for Diffusion and Flow Models

Tariq Berrada Ifriqi, Adriana Romero-Soriano, Michal Drozdzal et al.

NEURIPS 2025arXiv:2504.13987
3
citations

FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality

Zhengyao Lyu, Chenyang Si, Junhao Song et al.

ICLR 2025oralarXiv:2410.19355
58
citations

Feedback Guidance of Diffusion Models

Felix Koulischer, Florian Handke, Johannes Deleu et al.

NEURIPS 2025arXiv:2506.06085
5
citations

Flowing from Words to Pixels: A Noise-Free Framework for Cross-Modality Evolution

Qihao Liu, Xi Yin, Alan L. Yuille et al.

CVPR 2025highlightarXiv:2412.15213
12
citations

Flow Matching-Based Autonomous Driving Planning with Advanced Interactive Behavior Modeling

Tianyi Tan, Yinan Zheng, Ruiming Liang et al.

NEURIPS 2025oralarXiv:2510.11083
5
citations

Guided Score identity Distillation for Data-Free One-Step Text-to-Image Generation

Mingyuan Zhou, Zhendong Wang, Huangjie Zheng et al.

ICLR 2025arXiv:2406.01561
4
citations

HAODiff: Human-Aware One-Step Diffusion via Dual-Prompt Guidance

JUE GONG, Tingyu Yang, Jingkai Wang et al.

NEURIPS 2025arXiv:2505.19742
2
citations

Importance-Based Token Merging for Efficient Image and Video Generation

Haoyu Wu, Jingyi Xu, Hieu Le et al.

ICCV 2025arXiv:2411.16720
7
citations

InsViE-1M: Effective Instruction-based Video Editing with Elaborate Dataset Construction

Yuhui WU, Liyi Chen, Ruibin Li et al.

ICCV 2025arXiv:2503.20287
20
citations

Modeling Complex System Dynamics with Flow Matching Across Time and Conditions

Martin Rohbeck, Edward De Brouwer, Charlotte Bunne et al.

ICLR 2025oral
20
citations

OmniSync: Towards Universal Lip Synchronization via Diffusion Transformers

Ziqiao Peng, Jiwen Liu, Haoxian Zhang et al.

NEURIPS 2025oralarXiv:2505.21448
15
citations

Rectified CFG++ for Flow Based Models

Shreshth Saini, Shashank Gupta, Alan Bovik

NEURIPS 2025

Rectified Diffusion Guidance for Conditional Generation

Mengfei Xia, Nan Xue, Yujun Shen et al.

CVPR 2025arXiv:2410.18737
11
citations

ReNeg: Learning Negative Embedding with Reward Guidance

Xiaomin Li, yixuan liu, Takashi Isobe et al.

CVPR 2025highlightarXiv:2412.19637
6
citations

ShortListing Model: A Streamlined Simplex Diffusion for Discrete Variable Generation

Yuxuan Song, Zhe Zhang, Yu Pei et al.

NEURIPS 2025
1
citations

Simple Guidance Mechanisms for Discrete Diffusion Models

Yair Schiff, Subham Sahoo, Hao Phung et al.

ICLR 2025arXiv:2412.10193
76
citations

Stable Score Distillation

Haiming Zhu, Yangyang Xu, Chenshu Xu et al.

ICCV 2025arXiv:2507.09168
2
citations

StyleKeeper: Prevent Content Leakage using Negative Visual Query Guidance

Jaeseok Jeong, Junho Kim, Youngjung Uh et al.

ICCV 2025arXiv:2510.06827
2
citations

TCFG: Tangential Damping Classifier-free Guidance

Mingi Kwon, Shin seong Kim, Jaeseok Jeong et al.

CVPR 2025arXiv:2503.18137
6
citations

TeEFusion: Blending Text Embeddings to Distill Classifier-Free Guidance

Minghao Fu, Guo-Hua Wang, Xiaohao Chen et al.

ICCV 2025arXiv:2507.18192

Token Perturbation Guidance for Diffusion Models

Javad Rajabi, Soroush Mehraban, Seyedmorteza Sadat et al.

NEURIPS 2025arXiv:2506.10036
6
citations

Uncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models

Xiao Liang, Di Wang, Zhicheng Jiao et al.

ICCV 2025arXiv:2507.09209
2
citations

Walking the Schrödinger Bridge: A Direct Trajectory for Text-to-3D Generation

Ziying Li, Xuequan Lu, Xinkui Zhao et al.

NEURIPS 2025arXiv:2511.05609
1
citations

Adversarial Score Distillation: When score distillation meets GAN

Min Wei, Jingkai Zhou, Junyao Sun et al.

CVPR 2024arXiv:2312.00739
16
citations

Characteristic Guidance: Non-linear Correction for Diffusion Model at Large Guidance Scale

Candi Zheng, Yuan LAN

ICML 2024arXiv:2312.07586
16
citations

DC-Solver: Improving Predictor-Corrector Diffusion Sampler via Dynamic Compensation

Wenliang Zhao, Haolin Wang, Jie Zhou et al.

ECCV 2024arXiv:2409.03755
8
citations

Dirichlet Flow Matching with Applications to DNA Sequence Design

Hannes Stärk, Bowen Jing, Chenyu Wang et al.

ICML 2024

InterHandGen: Two-Hand Interaction Generation via Cascaded Reverse Diffusion

Jihyun Lee, Shunsuke Saito, Giljoo Nam et al.

CVPR 2024arXiv:2403.17422
31
citations

LaneGraph2Seq: Lane Topology Extraction with Language Model via Vertex-Edge Encoding and Connectivity Enhancement

Renyuan Peng, Xinyue Cai, Hang Xu et al.

AAAI 2024paperarXiv:2401.17609
10
citations

Rethinking the Spatial Inconsistency in Classifier-Free Diffusion Guidance

Dazhong Shen, Guanglu Song, Zeyue Xue et al.

CVPR 2024arXiv:2404.05384
38
citations

Stay on Topic with Classifier-Free Guidance

Guillaume Sanchez, Alexander Spangher, Honglu Fan et al.

ICML 2024spotlightarXiv:2306.17806
73
citations