DyDiT++: Diffusion Transformers with Timestep and Spatial Dynamics for Efficient Visual Generation
Fuente:
arXiv
Saved in:
| Main Authors: | Zhao, Wangbo, Han, Yizeng, Tang, Jiasheng, Wang, Kai, Luo, Hao, Song, Yibing, Huang, Gao, Wang, Fan, You, Yang |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Dynamic Diffusion Transformer
by: Zhao, Wangbo, et al.
Published: (2024)
by: Zhao, Wangbo, et al.
Published: (2024)
Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation
by: Zhao, Wangbo, et al.
Published: (2024)
by: Zhao, Wangbo, et al.
Published: (2024)
A Stitch in Time Saves Nine: Small VLM is a Precise Guidance for Accelerating Large VLMs
by: Zhao, Wangbo, et al.
Published: (2024)
by: Zhao, Wangbo, et al.
Published: (2024)
RAPID^3: Tri-Level Reinforced Acceleration Policies for Diffusion Transformer
by: Zhao, Wangbo, et al.
Published: (2025)
by: Zhao, Wangbo, et al.
Published: (2025)
SparseDiT: Token Sparsification for Efficient Diffusion Transformer
by: Chang, Shuning, et al.
Published: (2024)
by: Chang, Shuning, et al.
Published: (2024)
DyFADet: Dynamic Feature Aggregation for Temporal Action Detection
by: Yang, Le, et al.
Published: (2024)
by: Yang, Le, et al.
Published: (2024)
BlockVid: Block Diffusion for High-Quality and Consistent Minute-Long Video Generation
by: Zhang, Zeyu, et al.
Published: (2025)
by: Zhang, Zeyu, et al.
Published: (2025)
Few-Step Distillation for Text-to-Image Generation: A Practical Guide
by: Pu, Yifan, et al.
Published: (2025)
by: Pu, Yifan, et al.
Published: (2025)
EfficientTrain++: Generalized Curriculum Learning for Efficient Visual Backbone Training
by: Wang, Yulin, et al.
Published: (2024)
by: Wang, Yulin, et al.
Published: (2024)
Post-Training Quantization for Diffusion Transformer via Hierarchical Timestep Grouping
by: Ding, Ning, et al.
Published: (2025)
by: Ding, Ning, et al.
Published: (2025)
Recurrent Diffusion for Large-Scale Parameter Generation
by: Wang, Kai, et al.
Published: (2025)
by: Wang, Kai, et al.
Published: (2025)
AV-DiT: Efficient Audio-Visual Diffusion Transformer for Joint Audio and Video Generation
by: Wang, Kai, et al.
Published: (2024)
by: Wang, Kai, et al.
Published: (2024)
Efficient Diffusion Transformer with Step-wise Dynamic Attention Mediators
by: Pu, Yifan, et al.
Published: (2024)
by: Pu, Yifan, et al.
Published: (2024)
Timestep-Aware Block Masking for Efficient Diffusion Model Inference
by: He, Haodong, et al.
Published: (2026)
by: He, Haodong, et al.
Published: (2026)
Accelerating Parallel Sampling of Diffusion Models
by: Tang, Zhiwei, et al.
Published: (2024)
by: Tang, Zhiwei, et al.
Published: (2024)
Layer- and Timestep-Adaptive Differentiable Token Compression Ratios for Efficient Diffusion Transformers
by: You, Haoran, et al.
Published: (2024)
by: You, Haoran, et al.
Published: (2024)
A-SelecT: Automatic Timestep Selection for Diffusion Transformer Representation Learning
by: Liu, Changyu, et al.
Published: (2026)
by: Liu, Changyu, et al.
Published: (2026)
Latency-aware Unified Dynamic Networks for Efficient Image Recognition
by: Han, Yizeng, et al.
Published: (2023)
by: Han, Yizeng, et al.
Published: (2023)
Generative Multimodal Pretraining with Discrete Diffusion Timestep Tokens
by: Pan, Kaihang, et al.
Published: (2025)
by: Pan, Kaihang, et al.
Published: (2025)
ERTACache: Error Rectification and Timesteps Adjustment for Efficient Diffusion
by: Peng, Xurui, et al.
Published: (2025)
by: Peng, Xurui, et al.
Published: (2025)
Conditional LoRA Parameter Generation
by: Jin, Xiaolong, et al.
Published: (2024)
by: Jin, Xiaolong, et al.
Published: (2024)
Foley-Flow: Coordinated Video-to-Audio Generation with Masked Audio-Visual Alignment and Dynamic Conditional Flows
by: Mo, Shentong, et al.
Published: (2026)
by: Mo, Shentong, et al.
Published: (2026)
DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution
by: Yue, Yang, et al.
Published: (2024)
by: Yue, Yang, et al.
Published: (2024)
CoReDiT: Spatial Coherence-Guided Token Pruning and Reconstruction for Efficient Diffusion Transformers
by: Li, Zhuojin, et al.
Published: (2026)
by: Li, Zhuojin, et al.
Published: (2026)
On Statistical Rates and Provably Efficient Criteria of Latent Diffusion Transformers (DiTs)
by: Hu, Jerry Yao-Chieh, et al.
Published: (2024)
by: Hu, Jerry Yao-Chieh, et al.
Published: (2024)
TMPQ-DM: Joint Timestep Reduction and Quantization Precision Selection for Efficient Diffusion Models
by: Sun, Haojun, et al.
Published: (2024)
by: Sun, Haojun, et al.
Published: (2024)
Fine-tuning Diffusion Policies with Backpropagation Through Diffusion Timesteps
by: Yang, Ningyuan, et al.
Published: (2025)
by: Yang, Ningyuan, et al.
Published: (2025)
GalaxyDiT: Efficient Video Generation with Guidance Alignment and Adaptive Proxy in Diffusion Transformers
by: Song, Zhiye, et al.
Published: (2025)
by: Song, Zhiye, et al.
Published: (2025)
Circuit Mechanisms for Spatial Relation Generation in Diffusion Transformers
by: Wang, Binxu, et al.
Published: (2026)
by: Wang, Binxu, et al.
Published: (2026)
LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers
by: Shen, Xuan, et al.
Published: (2024)
by: Shen, Xuan, et al.
Published: (2024)
DegDiT: Controllable Audio Generation with Dynamic Event Graph Guided Diffusion Transformer
by: Liu, Yisu, et al.
Published: (2025)
by: Liu, Yisu, et al.
Published: (2025)
Early-Bird Diffusion: Investigating and Leveraging Timestep-Aware Early-Bird Tickets in Diffusion Models for Efficient Training
by: Whalen, Lexington, et al.
Published: (2025)
by: Whalen, Lexington, et al.
Published: (2025)
PixelDiT: Pixel Diffusion Transformers for Image Generation
by: Yu, Yongsheng, et al.
Published: (2025)
by: Yu, Yongsheng, et al.
Published: (2025)
Efficient-vDiT: Efficient Video Diffusion Transformers With Attention Tile
by: Ding, Hangliang, et al.
Published: (2025)
by: Ding, Hangliang, et al.
Published: (2025)
OmniDiT: Extending Diffusion Transformer to Omni-VTON Framework
by: Zeng, Weixuan, et al.
Published: (2026)
by: Zeng, Weixuan, et al.
Published: (2026)
TASR: Timestep-Aware Diffusion Model for Image Super-Resolution
by: Lin, Qinwei, et al.
Published: (2024)
by: Lin, Qinwei, et al.
Published: (2024)
GSVA: Generalized Segmentation via Multimodal Large Language Models
by: Xia, Zhuofan, et al.
Published: (2023)
by: Xia, Zhuofan, et al.
Published: (2023)
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)
SimPro: A Simple Probabilistic Framework Towards Realistic Long-Tailed Semi-Supervised Learning
by: Du, Chaoqun, et al.
Published: (2024)
by: Du, Chaoqun, et al.
Published: (2024)
LuxDiT: Lighting Estimation with Video Diffusion Transformer
by: Liang, Ruofan, et al.
Published: (2025)
by: Liang, Ruofan, et al.
Published: (2025)
Similar Items
-
Dynamic Diffusion Transformer
by: Zhao, Wangbo, et al.
Published: (2024) -
Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation
by: Zhao, Wangbo, et al.
Published: (2024) -
A Stitch in Time Saves Nine: Small VLM is a Precise Guidance for Accelerating Large VLMs
by: Zhao, Wangbo, et al.
Published: (2024) -
RAPID^3: Tri-Level Reinforced Acceleration Policies for Diffusion Transformer
by: Zhao, Wangbo, et al.
Published: (2025) -
SparseDiT: Token Sparsification for Efficient Diffusion Transformer
by: Chang, Shuning, et al.
Published: (2024)