Cover Image

Motion-Aware Caching for Efficient Autoregressive Video Generation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xu, Jing, Ma, Yuexiao, Zheng, Xuzhe, Wang, Xing, Liu, Shiwei, Yan, Chenqian, Zheng, Xiawu, Ji, Rongrong, Chao, Fei, Liu, Songwei
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention
by: Zheng, Xuzhe, et al.
Published: (2026)

Flow caching for autoregressive video generation
by: Ma, Yuexiao, et al.
Published: (2026)

Error Propagation Mechanisms and Compensation Strategies for Quantized Diffusion
by: Liu, Songwei, et al.
Published: (2025)

A2RBench: An Automatic Paradigm for Formally Verifiable Abstract Reasoning Benchmark Generation
by: Ma, Qingchuan, et al.
Published: (2026)

Polybasic Speculative Decoding Through a Theoretical Perspective
by: Wang, Ruilin, et al.
Published: (2025)

ALGOGEN: Tool-Generated Verifiable Traces for Reliable Algorithm Visualization
by: Liao, Kunpeng, et al.
Published: (2026)

Event-Anchored Frame Selection for Effective Long-Video Understanding
by: Chen, Wang, et al.
Published: (2026)

ERTACache: Error Rectification and Timesteps Adjustment for Efficient Diffusion
by: Peng, Xurui, et al.
Published: (2025)

An Information Theory-inspired Strategy for Automatic Network Pruning
by: Zheng, Xiawu, et al.
Published: (2021)

SynMotion: Semantic-Visual Adaptation for Motion Customized Video Generation
by: Tan, Shuai, et al.
Published: (2025)

Video-RAG: Visually-aligned Retrieval-Augmented Long Video Comprehension
by: Luo, Yongdong, et al.
Published: (2024)

Towards Efficient Automatic Self-Pruning of Large Language Models
by: Huang, Weizhong, et al.
Published: (2025)

Instance Brownian Bridge as Texts for Open-vocabulary Video Instance Segmentation
by: Cheng, Zesen, et al.
Published: (2024)

Hybrid SD: Edge-Cloud Collaborative Inference for Stable Diffusion Models
by: Yan, Chenqian, et al.
Published: (2024)

Uncovering the Over-smoothing Challenge in Image Super-Resolution: Entropy-based Quantification and Contrastive Optimization
by: Xu, Tianshuo, et al.
Published: (2022)

Multi-branch Collaborative Learning Network for 3D Visual Grounding
by: Qian, Zhipeng, et al.
Published: (2024)

DreamForge: Motion-Aware Autoregressive Video Generation for Multi-View Driving Scenes
by: Mei, Jianbiao, et al.
Published: (2024)

Next-Scale Autoregressive Models for Text-to-Motion Generation
by: Zheng, Zhiwei, et al.
Published: (2026)

X-Cache: Cross-Chunk Block Caching for Few-Step Autoregressive World Models Inference
by: Zeng, Yixiao, et al.
Published: (2026)

DreamLite: A Lightweight On-Device Unified Model for Image Generation and Editing
by: Feng, Kailai, et al.
Published: (2026)

Forcing-KV: Hybrid KV Cache Compression for Efficient Autoregressive Video Diffusion Models
by: Ji, Yicheng, et al.
Published: (2026)

HiAR: Efficient Autoregressive Long Video Generation via Hierarchical Denoising
by: Zou, Kai, et al.
Published: (2026)

AffineQuant: Affine Transformation Quantization for Large Language Models
by: Ma, Yuexiao, et al.
Published: (2024)

Efficient Motion-Aware Video MLLM
by: Zhao, Zijia, et al.
Published: (2025)

MagCache: Fast Video Generation with Magnitude-Aware Cache
by: Ma, Zehong, et al.
Published: (2025)

Feast Your Eyes: Mixture-of-Resolution Adaptation for Multimodal Large Language Models
by: Luo, Gen, et al.
Published: (2024)

Depth-Guided Semi-Supervised Instance Segmentation
by: Chen, Xin, et al.
Published: (2024)

Focused Forcing: Content-Aware Per-Frame KV Selection for Efficient Autoregressive Video Diffusion
by: Cai, Peiliang, et al.
Published: (2026)

Q-DeepSight: Incentivizing Thinking with Images for Image Quality Assessment and Refinement
by: Li, Xudong, et al.
Published: (2026)

Determining Layer-wise Sparsity for Large Language Models Through a Theoretical Perspective
by: Huang, Weizhong, et al.
Published: (2025)

SpecEyes: Accelerating Agentic Multimodal LLMs via Speculative Perception and Planning
by: Huang, Haoyu, et al.
Published: (2026)

Motion-aware Latent Diffusion Models for Video Frame Interpolation
by: Huang, Zhilin, et al.
Published: (2024)

Rethinking 3D Dense Caption and Visual Grounding in A Unified Framework through Prompt-based Localization
by: Luo, Yongdong, et al.
Published: (2024)

ID-Selection: Importance-Diversity Based Visual Token Selection for Efficient LVLM Inference
by: Huang, Zhaohong, et al.
Published: (2026)

Head-Aware KV Cache Compression for Efficient Visual Autoregressive Modeling
by: Qin, Ziran, et al.
Published: (2025)

Ca2-VDM: Efficient Autoregressive Video Diffusion Model with Causal Generation and Cache Sharing
by: Gao, Kaifeng, et al.
Published: (2024)

LightCache: Memory-Efficient, Training-Free Acceleration for Video Generation
by: Xiao, Yang, et al.
Published: (2025)

MoSa: Motion Generation with Scalable Autoregressive Modeling
by: Liu, Mengyuan, et al.
Published: (2025)

HINT: Hierarchical Interaction Modeling for Autoregressive Multi-Human Motion Generation
by: Liu, Mengge, et al.
Published: (2026)

Future Forcing: Future-aware Training-free KV Cache Policy for Autoregressive Video Generation
by: Luo, Jiayi, et al.
Published: (2026)