FastCache: Fast Caching for Diffusion Transformer Through Learnable Linear Approximation
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Dong, Yu, Yanxuan, Zhang, Jiayi, Li, Yifan, Lengerich, Ben, Wu, Ying Nian |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
AdaCorrection: Adaptive Offset Cache Correction for Accurate Diffusion Transformers
by: Liu, Dong, et al.
Published: (2026)
by: Liu, Dong, et al.
Published: (2026)
FastCache: Optimizing Multimodal LLM Serving through Lightweight KV-Cache Compression Framework
by: Zhu, Jianian, et al.
Published: (2025)
by: Zhu, Jianian, et al.
Published: (2025)
Accelerating Controllable Generation via Hybrid-grained Cache
by: Liu, Lin, et al.
Published: (2025)
by: Liu, Lin, et al.
Published: (2025)
XRFlux: Virtual Reality Benchmark for Edge Caching Systems
by: Alfares, Nader, et al.
Published: (2024)
by: Alfares, Nader, et al.
Published: (2024)
NeRFlex: Resource-aware Real-time High-quality Rendering of Complex Scenes on Mobile Devices
by: Wang, Zhe, et al.
Published: (2025)
by: Wang, Zhe, et al.
Published: (2025)
Exploring Phrase-Level Grounding with Text-to-Image Diffusion Model
by: Yang, Danni, et al.
Published: (2024)
by: Yang, Danni, et al.
Published: (2024)
A Fast Text-Driven Approach for Generating Artistic Content
by: Lupascu, Marian, et al.
Published: (2022)
by: Lupascu, Marian, et al.
Published: (2022)
PiKV: KV Cache Management System for Mixture of Experts
by: Liu, Dong, et al.
Published: (2025)
by: Liu, Dong, et al.
Published: (2025)
AccKV: Towards Efficient Audio-Video LLMs Inference via Adaptive-Focusing and Cross-Calibration KV Cache Optimization
by: Jiang, Zhonghua, et al.
Published: (2025)
by: Jiang, Zhonghua, et al.
Published: (2025)
HaineiFRDM: Explore Diffusion to Restore Defects in Fast-Movement Films
by: Xun, Rongji, et al.
Published: (2025)
by: Xun, Rongji, et al.
Published: (2025)
MuKV: Multi-Grained KV Cache Compression for Long Streaming Video Question-Answering
by: Xiao, Junbin, et al.
Published: (2026)
by: Xiao, Junbin, et al.
Published: (2026)
Parallel Vision Token Scheduling for Fast and Accurate Multimodal LMMs Inference
by: Zhan, Wengyi, et al.
Published: (2025)
by: Zhan, Wengyi, et al.
Published: (2025)
GAOT: Generating Articulated Objects Through Text-Guided Diffusion Models
by: Sun, Hao, et al.
Published: (2025)
by: Sun, Hao, et al.
Published: (2025)
QuickGrasp: Responsive Video-Language Querying Service via Accelerated Tokenization and Edge-Augmented Inference
by: Zhang, Miao, et al.
Published: (2026)
by: Zhang, Miao, et al.
Published: (2026)
FORA: Fast-Forward Caching in Diffusion Transformer Acceleration
by: Selvaraju, Pratheba, et al.
Published: (2024)
by: Selvaraju, Pratheba, et al.
Published: (2024)
Enhancing Frequency for Single Image Super-Resolution with Learnable Separable Kernels
by: Tian, Heng
Published: (2025)
by: Tian, Heng
Published: (2025)
DiffuseST: Unleashing the Capability of the Diffusion Model for Style Transfer
by: Hu, Ying, et al.
Published: (2024)
by: Hu, Ying, et al.
Published: (2024)
Sign-IDD: Iconicity Disentangled Diffusion for Sign Language Production
by: Tang, Shengeng, et al.
Published: (2024)
by: Tang, Shengeng, et al.
Published: (2024)
SD-DiT: Unleashing the Power of Self-supervised Discrimination in Diffusion Transformer
by: Zhu, Rui, et al.
Published: (2024)
by: Zhu, Rui, et al.
Published: (2024)
Efficient Vision Language Model Fine-tuning for Text-based Person Anomaly Search
by: He, Jiayi, et al.
Published: (2025)
by: He, Jiayi, et al.
Published: (2025)
DT-UFC: Universal Large Model Feature Coding via Peaky-to-Balanced Distribution Transformation
by: Gao, Changsheng, et al.
Published: (2025)
by: Gao, Changsheng, et al.
Published: (2025)
UniAnimate-DiT: Human Image Animation with Large-Scale Video Diffusion Transformer
by: Wang, Xiang, et al.
Published: (2025)
by: Wang, Xiang, et al.
Published: (2025)
HiDream-I1: A High-Efficient Image Generative Foundation Model with Sparse Diffusion Transformer
by: Cai, Qi, et al.
Published: (2025)
by: Cai, Qi, et al.
Published: (2025)
Fit and Prune: Fast and Training-free Visual Token Pruning for Multi-modal Large Language Models
by: Ye, Weihao, et al.
Published: (2024)
by: Ye, Weihao, et al.
Published: (2024)
DRFormer: A Dual-Regularized Bidirectional Transformer for Person Re-identification
by: Shu, Ying, et al.
Published: (2026)
by: Shu, Ying, et al.
Published: (2026)
Identity-Preserving Text-to-Video Generation via Training-Free Prompt, Image, and Guidance Enhancement
by: Gao, Jiayi, et al.
Published: (2025)
by: Gao, Jiayi, et al.
Published: (2025)
FlexCache: Flexible Approximate Cache System for Video Diffusion
by: Sun, Desen, et al.
Published: (2024)
by: Sun, Desen, et al.
Published: (2024)
BiTDiff: Fine-Grained 3D Conducting Motion Generation via BiMamba-Transformer Diffusion
by: Jia, Tianzhi, et al.
Published: (2026)
by: Jia, Tianzhi, et al.
Published: (2026)
HDiffTG: A Lightweight Hybrid Diffusion-Transformer-GCN Architecture for 3D Human Pose Estimation
by: Fu, Yajie, et al.
Published: (2025)
by: Fu, Yajie, et al.
Published: (2025)
A Multimodal Transformer for Live Streaming Highlight Prediction
by: Deng, Jiaxin, et al.
Published: (2024)
by: Deng, Jiaxin, et al.
Published: (2024)
Other Tokens Matter: Exploring Global and Local Features of Vision Transformers for Object Re-Identification
by: Wang, Yingquan, et al.
Published: (2024)
by: Wang, Yingquan, et al.
Published: (2024)
Scalable Diffusion Models with State Space Backbone
by: Fei, Zhengcong, et al.
Published: (2024)
by: Fei, Zhengcong, et al.
Published: (2024)
Reversing the Damage: A QP-Aware Transformer-Diffusion Approach for 8K Video Restoration under Codec Compression
by: Dehaghi, Ali Mollaahmadi, et al.
Published: (2024)
by: Dehaghi, Ali Mollaahmadi, et al.
Published: (2024)
AudCast: Audio-Driven Human Video Generation by Cascaded Diffusion Transformers
by: Guan, Jiazhi, et al.
Published: (2025)
by: Guan, Jiazhi, et al.
Published: (2025)
Causal Debiasing for Visual Commonsense Reasoning
by: Zou, Jiayi, et al.
Published: (2025)
by: Zou, Jiayi, et al.
Published: (2025)
A Novel Approach to Industrial Defect Generation through Blended Latent Diffusion Model with Online Adaptation
by: Li, Hanxi, et al.
Published: (2024)
by: Li, Hanxi, et al.
Published: (2024)
Radio Frequency Signal based Human Silhouette Segmentation: A Sequential Diffusion Approach
by: Wen, Penghui, et al.
Published: (2024)
by: Wen, Penghui, et al.
Published: (2024)
CoSyncDiT: Cognitive Synchronous Diffusion Transformer for Movie Dubbing
by: Cong, Gaoxiang, et al.
Published: (2026)
by: Cong, Gaoxiang, et al.
Published: (2026)
DiTCtrl: Exploring Attention Control in Multi-Modal Diffusion Transformer for Tuning-Free Multi-Prompt Longer Video Generation
by: Cai, Minghong, et al.
Published: (2024)
by: Cai, Minghong, et al.
Published: (2024)
EntroAD: Structural Entropy-Guided Prompt Adaptation for Zero-Shot Anomaly Detection
by: Zhao, Xinyu, et al.
Published: (2026)
by: Zhao, Xinyu, et al.
Published: (2026)
Similar Items
-
AdaCorrection: Adaptive Offset Cache Correction for Accurate Diffusion Transformers
by: Liu, Dong, et al.
Published: (2026) -
FastCache: Optimizing Multimodal LLM Serving through Lightweight KV-Cache Compression Framework
by: Zhu, Jianian, et al.
Published: (2025) -
Accelerating Controllable Generation via Hybrid-grained Cache
by: Liu, Lin, et al.
Published: (2025) -
XRFlux: Virtual Reality Benchmark for Edge Caching Systems
by: Alfares, Nader, et al.
Published: (2024) -
NeRFlex: Resource-aware Real-time High-quality Rendering of Complex Scenes on Mobile Devices
by: Wang, Zhe, et al.
Published: (2025)