DVD-Quant: Data-free Video Diffusion Transformers Quantization
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Zhiteng, Li, Hanxuan, Wu, Junyi, Liu, Kai, Qin, Haotong, Kong, Linghe, Chen, Guihai, Zhang, Yulun, Yang, Xiaokang |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
QuantCache: Adaptive Importance-Guided Quantization with Hierarchical Latent and Layer Caching for Video Generation
by: Wu, Junyi, et al.
Published: (2025)
by: Wu, Junyi, et al.
Published: (2025)
QuantFace: Efficient Quantization for Face Restoration
by: Li, Jiatong, et al.
Published: (2025)
by: Li, Jiatong, et al.
Published: (2025)
FlashEdit: Decoupling Speed, Structure, and Semantics for Precise Image Editing
by: Wu, Junyi, et al.
Published: (2025)
by: Wu, Junyi, et al.
Published: (2025)
CondiQuant: Condition Number Based Low-Bit Quantization for Image Super-Resolution
by: Liu, Kai, et al.
Published: (2025)
by: Liu, Kai, et al.
Published: (2025)
QuantSparse: Comprehensively Compressing Video Diffusion Transformer with Model Quantization and Attention Sparsification
by: Feng, Weilun, et al.
Published: (2025)
by: Feng, Weilun, et al.
Published: (2025)
BinaryHPE: 3D Human Pose and Shape Estimation via Binarization
by: Li, Zhiteng, et al.
Published: (2023)
by: Li, Zhiteng, et al.
Published: (2023)
AdaSVD: Adaptive Singular Value Decomposition for Large Language Models
by: Li, Zhiteng, et al.
Published: (2025)
by: Li, Zhiteng, et al.
Published: (2025)
2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution
by: Liu, Kai, et al.
Published: (2024)
by: Liu, Kai, et al.
Published: (2024)
CLQ: Cross-Layer Guided Orthogonal-based Quantization for Diffusion Transformers
by: Liu, Kai, et al.
Published: (2025)
by: Liu, Kai, et al.
Published: (2025)
VEQ: Modality-Adaptive Quantization for MoE Vision-Language Models
by: Qin, Guangshuo, et al.
Published: (2026)
by: Qin, Guangshuo, et al.
Published: (2026)
Image Super-Resolution with Text Prompt Diffusion
by: Chen, Zheng, et al.
Published: (2023)
by: Chen, Zheng, et al.
Published: (2023)
Recursive Generalization Transformer for Image Super-Resolution
by: Chen, Zheng, et al.
Published: (2023)
by: Chen, Zheng, et al.
Published: (2023)
PassionSR: Post-Training Quantization with Adaptive Scale in One-Step Diffusion based Image Super-Resolution
by: Zhu, Libo, et al.
Published: (2024)
by: Zhu, Libo, et al.
Published: (2024)
BiMaCoSR: Binary One-Step Diffusion Model Leveraging Flexible Matrix Compression for Real Super-Resolution
by: Liu, Kai, et al.
Published: (2025)
by: Liu, Kai, et al.
Published: (2025)
QuantSR+: Pushing the Limit of Quantized Image Super-Resolution Networks
by: Qin, Haotong, et al.
Published: (2026)
by: Qin, Haotong, et al.
Published: (2026)
ARB-LLM: Alternating Refined Binarizations for Large Language Models
by: Li, Zhiteng, et al.
Published: (2024)
by: Li, Zhiteng, et al.
Published: (2024)
Binarized Diffusion Model for Image Super-Resolution
by: Chen, Zheng, et al.
Published: (2024)
by: Chen, Zheng, et al.
Published: (2024)
Xformer: Hybrid X-Shaped Transformer for Image Denoising
by: Zhang, Jiale, et al.
Published: (2023)
by: Zhang, Jiale, et al.
Published: (2023)
QArtSR: Quantization via Reverse-Module and Timestep-Retraining in One-Step Diffusion based Image Super-Resolution
by: Zhu, Libo, et al.
Published: (2025)
by: Zhu, Libo, et al.
Published: (2025)
GHOST: Geometry-Hierarchical Online Streaming Token Eviction for Efficient 3D Reconstruction
by: Chen, Leyang, et al.
Published: (2026)
by: Chen, Leyang, et al.
Published: (2026)
TreeQ: Pushing the Quantization Boundary of Diffusion Transformer via Tree-Structured Mixed-Precision Search
by: Yang, Kaicheng, et al.
Published: (2025)
by: Yang, Kaicheng, et al.
Published: (2025)
LSGQuant: Layer-Sensitivity Guided Quantization for One-Step Diffusion Real-World Video Super-Resolution
by: Wu, Tianxing, et al.
Published: (2026)
by: Wu, Tianxing, et al.
Published: (2026)
Improving SAM for Camouflaged Object Detection via Dual Stream Adapters
by: Liu, Jiaming, et al.
Published: (2025)
by: Liu, Jiaming, et al.
Published: (2025)
Q-DiT4SR: Exploration of Detail-Preserving Diffusion Transformer Quantization for Real-World Image Super-Resolution
by: Zhang, Xun, et al.
Published: (2026)
by: Zhang, Xun, et al.
Published: (2026)
S$^2$Q-VDiT: Accurate Quantized Video Diffusion Transformer with Salient Data and Sparse Token Distillation
by: Feng, Weilun, et al.
Published: (2025)
by: Feng, Weilun, et al.
Published: (2025)
Quantized Visual Geometry Grounded Transformer
by: Feng, Weilun, et al.
Published: (2025)
by: Feng, Weilun, et al.
Published: (2025)
QuantVSR: Low-Bit Post-Training Quantization for Real-World Video Super-Resolution
by: Chai, Bowen, et al.
Published: (2025)
by: Chai, Bowen, et al.
Published: (2025)
Fose: Fusion of One-Step Diffusion and End-to-End Network for Pansharpening
by: Liu, Kai, et al.
Published: (2025)
by: Liu, Kai, et al.
Published: (2025)
Q-VDiT: Towards Accurate Quantization and Distillation of Video-Generation Diffusion Transformers
by: Feng, Weilun, et al.
Published: (2025)
by: Feng, Weilun, et al.
Published: (2025)
AdaTSQ: Pushing the Pareto Frontier of Diffusion Transformers via Temporal-Sensitivity Quantization
by: Zhang, Shaoqiu, et al.
Published: (2026)
by: Zhang, Shaoqiu, et al.
Published: (2026)
BiDM: Pushing the Limit of Quantization for Diffusion Models
by: Zheng, Xingyu, et al.
Published: (2024)
by: Zheng, Xingyu, et al.
Published: (2024)
QuantDemoire: Quantization with Outlier Aware for Image Demoiréing
by: Chen, Zheng, et al.
Published: (2025)
by: Chen, Zheng, et al.
Published: (2025)
InfVSR: Toward Consistency-Driven Streaming Generative Video Super-Resolution
by: Zhang, Ziqing, et al.
Published: (2025)
by: Zhang, Ziqing, et al.
Published: (2025)
Asymmetric VAE for One-Step Video Super-Resolution Acceleration
by: Li, Jianze, et al.
Published: (2025)
by: Li, Jianze, et al.
Published: (2025)
DVFace: Spatio-Temporal Dual-Prior Diffusion for Video Face Restoration
by: Chen, Zheng, et al.
Published: (2026)
by: Chen, Zheng, et al.
Published: (2026)
RobuQ: Pushing DiTs to W1.58A2 via Robust Activation Quantization
by: Yang, Kaicheng, et al.
Published: (2025)
by: Yang, Kaicheng, et al.
Published: (2025)
Post-Training Quantization for Video Matting
by: Zhu, Tianrui, et al.
Published: (2025)
by: Zhu, Tianrui, et al.
Published: (2025)
360DVD: Controllable Panorama Video Generation with 360-Degree Video Diffusion Model
by: Wang, Qian, et al.
Published: (2024)
by: Wang, Qian, et al.
Published: (2024)
DilateQuant: Accurate and Efficient Diffusion Quantization via Weight Dilation
by: Liu, Xuewen, et al.
Published: (2024)
by: Liu, Xuewen, et al.
Published: (2024)
PTQ4DiT: Post-training Quantization for Diffusion Transformers
by: Wu, Junyi, et al.
Published: (2024)
by: Wu, Junyi, et al.
Published: (2024)
Similar Items
-
QuantCache: Adaptive Importance-Guided Quantization with Hierarchical Latent and Layer Caching for Video Generation
by: Wu, Junyi, et al.
Published: (2025) -
QuantFace: Efficient Quantization for Face Restoration
by: Li, Jiatong, et al.
Published: (2025) -
FlashEdit: Decoupling Speed, Structure, and Semantics for Precise Image Editing
by: Wu, Junyi, et al.
Published: (2025) -
CondiQuant: Condition Number Based Low-Bit Quantization for Image Super-Resolution
by: Liu, Kai, et al.
Published: (2025) -
QuantSparse: Comprehensively Compressing Video Diffusion Transformer with Model Quantization and Attention Sparsification
by: Feng, Weilun, et al.
Published: (2025)