Adversarial Distribution Matching for Diffusion Distillation Towards Efficient Image and Video Synthesis
Fuente:
arXiv
Saved in:
| Main Authors: | Lu, Yanzuo, Ren, Yuxi, Xia, Xin, Lin, Shanchuan, Wang, Xing, Xiao, Xuefeng, Ma, Andy J., Xie, Xiaohua, Lai, Jian-Huang |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Diffusion Adversarial Post-Training for One-Step Video Generation
by: Lin, Shanchuan, et al.
Published: (2025)
by: Lin, Shanchuan, et al.
Published: (2025)
Hyper-SD: Trajectory Segmented Consistency Model for Efficient Image Synthesis
by: Ren, Yuxi, et al.
Published: (2024)
by: Ren, Yuxi, et al.
Published: (2024)
Coarse-to-Fine Latent Diffusion for Pose-Guided Person Image Synthesis
by: Lu, Yanzuo, et al.
Published: (2024)
by: Lu, Yanzuo, et al.
Published: (2024)
Dense2MoE: Restructuring Diffusion Transformer to MoE for Efficient Text-to-Image Generation
by: Zheng, Youwei, et al.
Published: (2025)
by: Zheng, Youwei, et al.
Published: (2025)
Autoregressive Adversarial Post-Training for Real-Time Interactive Video Generation
by: Lin, Shanchuan, et al.
Published: (2025)
by: Lin, Shanchuan, et al.
Published: (2025)
SDXL-Lightning: Progressive Adversarial Diffusion Distillation
by: Lin, Shanchuan, et al.
Published: (2024)
by: Lin, Shanchuan, et al.
Published: (2024)
MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation
by: Lu, Yanzuo, et al.
Published: (2023)
by: Lu, Yanzuo, et al.
Published: (2023)
Hyper-Bagel: A Unified Acceleration Framework for Multimodal Understanding and Generation
by: Lu, Yanzuo, et al.
Published: (2025)
by: Lu, Yanzuo, et al.
Published: (2025)
Training-free Diffusion Acceleration with Bottleneck Sampling
by: Tian, Ye, et al.
Published: (2025)
by: Tian, Ye, et al.
Published: (2025)
AnimateDiff-Lightning: Cross-Model Diffusion Distillation
by: Lin, Shanchuan, et al.
Published: (2024)
by: Lin, Shanchuan, et al.
Published: (2024)
SeedVR2: One-Step Video Restoration via Diffusion Adversarial Post-Training
by: Wang, Jianyi, et al.
Published: (2025)
by: Wang, Jianyi, et al.
Published: (2025)
RayFlow: Instance-Aware Diffusion Acceleration via Adaptive Flow Trajectories
by: Shao, Huiyang, et al.
Published: (2025)
by: Shao, Huiyang, et al.
Published: (2025)
ByteEdit: Boost, Comply and Accelerate Generative Image Editing
by: Ren, Yuxi, et al.
Published: (2024)
by: Ren, Yuxi, et al.
Published: (2024)
Diffusion Model with Perceptual Loss
by: Lin, Shanchuan, et al.
Published: (2023)
by: Lin, Shanchuan, et al.
Published: (2023)
Releasing Inequality Phenomenon in $\ell_{\infty}$-norm Adversarial Training via Input Gradient Distillation
by: Chen, Junxi, et al.
Published: (2023)
by: Chen, Junxi, et al.
Published: (2023)
Reward Forcing: Efficient Streaming Video Generation with Rewarded Distribution Matching Distillation
by: Lu, Yunhong, et al.
Published: (2025)
by: Lu, Yunhong, et al.
Published: (2025)
RAVEN: Real-time Autoregressive Video Extrapolation with Consistency-model GRPO
by: Lu, Yanzuo, et al.
Published: (2026)
by: Lu, Yanzuo, et al.
Published: (2026)
Improved Distribution Matching Distillation for Fast Image Synthesis
by: Yin, Tianwei, et al.
Published: (2024)
by: Yin, Tianwei, et al.
Published: (2024)
PEA-Diffusion: Parameter-Efficient Adapter with Knowledge Distillation in non-English Text-to-Image Generation
by: Ma, Jian, et al.
Published: (2023)
by: Ma, Jian, et al.
Published: (2023)
FVGen: Accelerating Novel-View Synthesis with Adversarial Video Diffusion Distillation
by: Teng, Wenbin, et al.
Published: (2025)
by: Teng, Wenbin, et al.
Published: (2025)
ResAdapter: Domain Consistent Resolution Adapter for Diffusion Models
by: Cheng, Jiaxiang, et al.
Published: (2024)
by: Cheng, Jiaxiang, et al.
Published: (2024)
Exploring Adversarial Attacks against Latent Diffusion Model from the Perspective of Adversarial Transferability
by: Chen, Junxi, et al.
Published: (2024)
by: Chen, Junxi, et al.
Published: (2024)
Robust Dataset Distillation by Matching Adversarial Trajectories
by: Lai, Wei, et al.
Published: (2025)
by: Lai, Wei, et al.
Published: (2025)
Survey on Adversarial Attack and Defense for Medical Image Analysis: Methods and Challenges
by: Dong, Junhao, et al.
Published: (2023)
by: Dong, Junhao, et al.
Published: (2023)
Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation
by: Sauer, Axel, et al.
Published: (2024)
by: Sauer, Axel, et al.
Published: (2024)
One-step Diffusion with Distribution Matching Distillation
by: Yin, Tianwei, et al.
Published: (2023)
by: Yin, Tianwei, et al.
Published: (2023)
Cross-Resolution Distribution Matching for Diffusion Distillation
by: Chen, Feiyang, et al.
Published: (2026)
by: Chen, Feiyang, et al.
Published: (2026)
VividDreamer: Towards High-Fidelity and Efficient Text-to-3D Generation
by: Chen, Zixuan, et al.
Published: (2024)
by: Chen, Zixuan, et al.
Published: (2024)
Mixture of Distributions Matters: Dynamic Sparse Attention for Efficient Video Diffusion Transformers
by: Liu, Yuxi, et al.
Published: (2026)
by: Liu, Yuxi, et al.
Published: (2026)
Common Diffusion Noise Schedules and Sample Steps are Flawed
by: Lin, Shanchuan, et al.
Published: (2023)
by: Lin, Shanchuan, et al.
Published: (2023)
SegmentDreamer: Towards High-fidelity Text-to-3D Synthesis with Segmented Consistency Trajectory Distillation
by: Zhu, Jiahao, et al.
Published: (2025)
by: Zhu, Jiahao, et al.
Published: (2025)
Control-A-Video: Controllable Text-to-Video Diffusion Models with Motion Prior and Reward Feedback Learning
by: Chen, Weifeng, et al.
Published: (2023)
by: Chen, Weifeng, et al.
Published: (2023)
Towards Practical Non-Adversarial Distribution Matching
by: Gong, Ziyu, et al.
Published: (2023)
by: Gong, Ziyu, et al.
Published: (2023)
Thinking Before Matching: A Reinforcement Reasoning Paradigm Towards General Person Re-Identification
by: Zhang, Quan, et al.
Published: (2026)
by: Zhang, Quan, et al.
Published: (2026)
Hard-normal Example-aware Template Mutual Matching for Industrial Anomaly Detection
by: Chen, Zixuan, et al.
Published: (2023)
by: Chen, Zixuan, et al.
Published: (2023)
Efficient Dataset Distillation for Pre-Trained Self-Supervised Models via Statistical Flow Matching
by: Xia, Qianxin, et al.
Published: (2026)
by: Xia, Qianxin, et al.
Published: (2026)
DMGD: Train-Free Dataset Distillation with Semantic-Distribution Matching in Diffusion Models
by: Wang, Qichao, et al.
Published: (2026)
by: Wang, Qichao, et al.
Published: (2026)
Distillation of Discrete Diffusion by Exact Conditional Distribution Matching
by: Gao, Yansong, et al.
Published: (2025)
by: Gao, Yansong, et al.
Published: (2025)
CoCPF: Coordinate-based Continuous Projection Field for Ill-Posed Inverse Problem in Imaging
by: Chen, Zixuan, et al.
Published: (2024)
by: Chen, Zixuan, et al.
Published: (2024)
SGMD: Score Gradient Matching Distillation for Few-Step Video Diffusion Distillation
by: Wu, Zhuguanyu, et al.
Published: (2026)
by: Wu, Zhuguanyu, et al.
Published: (2026)
Similar Items
-
Diffusion Adversarial Post-Training for One-Step Video Generation
by: Lin, Shanchuan, et al.
Published: (2025) -
Hyper-SD: Trajectory Segmented Consistency Model for Efficient Image Synthesis
by: Ren, Yuxi, et al.
Published: (2024) -
Coarse-to-Fine Latent Diffusion for Pose-Guided Person Image Synthesis
by: Lu, Yanzuo, et al.
Published: (2024) -
Dense2MoE: Restructuring Diffusion Transformer to MoE for Efficient Text-to-Image Generation
by: Zheng, Youwei, et al.
Published: (2025) -
Autoregressive Adversarial Post-Training for Real-Time Interactive Video Generation
by: Lin, Shanchuan, et al.
Published: (2025)