A Survey on Cache Methods in Diffusion Models: Toward Efficient Multi-Modal Generation
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Jiacheng, Wang, Xinyu, Lin, Yuqi, Wang, Zhikai, Wang, Peiru, Cai, Peiliang, Zhou, Qinming, Yan, Zhengan, Yan, Zexuan, Shi, Zhengyi, Zou, Chang, Ma, Yue, Zhang, Linfeng |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Forecast then Calibrate: Feature Caching as ODE for Efficient Diffusion Transformers
by: Zheng, Shikang, et al.
Published: (2025)
by: Zheng, Shikang, et al.
Published: (2025)
HiCache: A Plug-in Scaled-Hermite Upgrade for Taylor-Style Cache-then-Forecast Diffusion Acceleration
by: Feng, Liang, et al.
Published: (2025)
by: Feng, Liang, et al.
Published: (2025)
Let Features Decide Their Own Solvers: Hybrid Feature Caching for Diffusion Transformers
by: Zheng, Shikang, et al.
Published: (2025)
by: Zheng, Shikang, et al.
Published: (2025)
FreqCa: Accelerating Diffusion Models via Frequency-Aware Caching
by: Liu, Jiacheng, et al.
Published: (2025)
by: Liu, Jiacheng, et al.
Published: (2025)
Beyond Fixed Formulas: Data-Driven Linear Predictor for Efficient Diffusion Models
by: Shen, Zhirong, et al.
Published: (2026)
by: Shen, Zhirong, et al.
Published: (2026)
SpecEdit: Training-Free Acceleration for Diffusion based Image Editing via Semantic Locking
by: Yan, Zhengan, et al.
Published: (2026)
by: Yan, Zhengan, et al.
Published: (2026)
Compute Only 16 Tokens in One Timestep: Accelerating Diffusion Transformers with Cluster-Driven Feature Caching
by: Zheng, Zhixin, et al.
Published: (2025)
by: Zheng, Zhixin, et al.
Published: (2025)
EEdit: Rethinking the Spatial and Temporal Redundancy for Efficient Image Editing
by: Yan, Zexuan, et al.
Published: (2025)
by: Yan, Zexuan, et al.
Published: (2025)
SpeCa: Accelerating Diffusion Transformers with Speculative Feature Caching
by: Liu, Jiacheng, et al.
Published: (2025)
by: Liu, Jiacheng, et al.
Published: (2025)
From Sketch to Fresco: Efficient Diffusion Transformer with Progressive Resolution
by: Zheng, Shikang, et al.
Published: (2026)
by: Zheng, Shikang, et al.
Published: (2026)
Nearly tight bound for rainbow clique subdivisions in properly edge-colored graphs and applications
by: Kuang, Peiru, et al.
Published: (2026)
by: Kuang, Peiru, et al.
Published: (2026)
Induced subdivisions in graphs of large girth
by: Kuang, Peiru, et al.
Published: (2026)
by: Kuang, Peiru, et al.
Published: (2026)
Tight bounds for judicious 3-partitions of graphs
by: Kuang, Peiru, et al.
Published: (2025)
by: Kuang, Peiru, et al.
Published: (2025)
Forecast the Principal, Stabilize the Residual: Subspace-Aware Feature Caching for Efficient Diffusion Transformers
by: Chen, Guantao, et al.
Published: (2026)
by: Chen, Guantao, et al.
Published: (2026)
dLLM-Cache: Accelerating Diffusion Large Language Models with Adaptive Caching
by: Liu, Zhiyuan, et al.
Published: (2025)
by: Liu, Zhiyuan, et al.
Published: (2025)
Accelerating Diffusion Transformers with Token-wise Feature Caching
by: Zou, Chang, et al.
Published: (2024)
by: Zou, Chang, et al.
Published: (2024)
Rethinking Token-wise Feature Caching: Accelerating Diffusion Transformers with Dual Feature Caching
by: Zou, Chang, et al.
Published: (2024)
by: Zou, Chang, et al.
Published: (2024)
CacheQuant: Comprehensively Accelerated Diffusion Models
by: Liu, Xuewen, et al.
Published: (2025)
by: Liu, Xuewen, et al.
Published: (2025)
From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers
by: Liu, Jiacheng, et al.
Published: (2025)
by: Liu, Jiacheng, et al.
Published: (2025)
AnomalyAgent: Agentic Industrial Anomaly Synthesis via Tool-Augmented Reinforcement Learning
by: Su, Jiaming, et al.
Published: (2026)
by: Su, Jiaming, et al.
Published: (2026)
Generation then Reconstruction: Accelerating Masked Autoregressive Models via Two-Stage Sampling
by: Yan, Feihong, et al.
Published: (2025)
by: Yan, Feihong, et al.
Published: (2025)
Follow-Your-Emoji-Faster: Towards Efficient, Fine-Controllable, and Expressive Freestyle Portrait Animation
by: Ma, Yue, et al.
Published: (2025)
by: Ma, Yue, et al.
Published: (2025)
Focused Forcing: Content-Aware Per-Frame KV Selection for Efficient Autoregressive Video Diffusion
by: Cai, Peiliang, et al.
Published: (2026)
by: Cai, Peiliang, et al.
Published: (2026)
Cross-Modal Alignment between Visual Stimuli and Neural Responses in the Visual Cortex
by: Gao, Xing, et al.
Published: (2025)
by: Gao, Xing, et al.
Published: (2025)
Token Pruning for Caching Better: 9 Times Acceleration on Stable Diffusion for Free
by: Zhang, Evelyn, et al.
Published: (2024)
by: Zhang, Evelyn, et al.
Published: (2024)
GlyphBanana: Advancing Precise Text Rendering Through Agentic Workflows
by: Yan, Zexuan, et al.
Published: (2026)
by: Yan, Zexuan, et al.
Published: (2026)
FedFG: Privacy-Preserving and Robust Federated Learning via Flow-Matching Generation
by: Wang, Ruiyang, et al.
Published: (2026)
by: Wang, Ruiyang, et al.
Published: (2026)
d$^2$Cache: Accelerating Diffusion-Based LLMs via Dual Adaptive Caching
by: Jiang, Yuchu, et al.
Published: (2025)
by: Jiang, Yuchu, et al.
Published: (2025)
AgentDisCo: Towards Disentanglement and Collaboration in Open-ended Deep Research Agents
by: Jin, Jiarui, et al.
Published: (2026)
by: Jin, Jiarui, et al.
Published: (2026)
Multi-Designated Detector Watermarking for Language Models
by: Huang, Zhengan, et al.
Published: (2024)
by: Huang, Zhengan, et al.
Published: (2024)
Towards Efficient Key-Value Cache Management for Prefix Prefilling in LLM Inference
by: Zhu, Yue, et al.
Published: (2025)
by: Zhu, Yue, et al.
Published: (2025)
DisCa: Accelerating Video Diffusion Transformers with Distillation-Compatible Learnable Feature Caching
by: Zou, Chang, et al.
Published: (2026)
by: Zou, Chang, et al.
Published: (2026)
Escasez de mano de obra y déficit de seguridad social para los migrantes nacionales en China
by: Zhikai Wang
Published: (2014)
by: Zhikai Wang
Published: (2014)
China’s “labour shortage” and migrant workers’ lack of social security
by: Zhikai Wang
Published: (2014)
by: Zhikai Wang
Published: (2014)
Pénurie de main-d’oeuvre et défaut de droits sociaux des travailleurs migrants en Chine
by: Zhikai Wang
Published: (2014)
by: Zhikai Wang
Published: (2014)
Le régime de sécurité sociale des travailleurs migrants en Chine
by: Zhikai Wang
Published: (2011)
by: Zhikai Wang
Published: (2011)
Social security for China's migrant workers
by: Zhikai Wang
Published: (2011)
by: Zhikai Wang
Published: (2011)
Seguridad social para los trabajadores migrantes chinos
by: Zhikai Wang
Published: (2011)
by: Zhikai Wang
Published: (2011)
ModaVerse: Efficiently Transforming Modalities with LLMs
by: Wang, Xinyu, et al.
Published: (2024)
by: Wang, Xinyu, et al.
Published: (2024)
PreciseCache: Precise Feature Caching for Efficient and High-fidelity Video Generation
by: Wang, Jiangshan, et al.
Published: (2026)
by: Wang, Jiangshan, et al.
Published: (2026)
Similar Items
-
Forecast then Calibrate: Feature Caching as ODE for Efficient Diffusion Transformers
by: Zheng, Shikang, et al.
Published: (2025) -
HiCache: A Plug-in Scaled-Hermite Upgrade for Taylor-Style Cache-then-Forecast Diffusion Acceleration
by: Feng, Liang, et al.
Published: (2025) -
Let Features Decide Their Own Solvers: Hybrid Feature Caching for Diffusion Transformers
by: Zheng, Shikang, et al.
Published: (2025) -
FreqCa: Accelerating Diffusion Models via Frequency-Aware Caching
by: Liu, Jiacheng, et al.
Published: (2025) -
Beyond Fixed Formulas: Data-Driven Linear Predictor for Efficient Diffusion Models
by: Shen, Zhirong, et al.
Published: (2026)