Cover Image

Diffusion Transformer-to-Mamba Distillation for High-Resolution Image Generation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yao, Yuan, Hong, Yicong, Liu, Difan, Mai, Long, Liu, Feng, Luo, Jiebo
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Pushing the Boundaries of State Space Models for Image and Video Generation
by: Hong, Yicong, et al.
Published: (2025)

ZipIR: Latent Pyramid Diffusion Transformer for High-Resolution Image Restoration
by: Yu, Yongsheng, et al.
Published: (2025)

PixelDiT: Pixel Diffusion Transformers for Image Generation
by: Yu, Yongsheng, et al.
Published: (2025)

DiM: Diffusion Mamba for Efficient High-Resolution Image Synthesis
by: Teng, Yao, et al.
Published: (2024)

On Inductive Biases That Enable Generalization of Diffusion Transformers
by: An, Jie, et al.
Published: (2024)

Progressive Autoregressive Video Diffusion Models
by: Xie, Desai, et al.
Published: (2024)

Transformer-Progressive Mamba Network for Lightweight Image Super-Resolution
by: Guo, Sichen, et al.
Published: (2025)

Ouroboros-Diffusion: Exploring Consistent Content Generation in Tuning-free Long Video Diffusion
by: Chen, Jingyuan, et al.
Published: (2025)

Learning Spatial Adaptation and Temporal Coherence in Diffusion Models for Video Super-Resolution
by: Chen, Zhikai, et al.
Published: (2024)

UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing Images
by: Zhu, Enze, et al.
Published: (2024)

Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation
by: Sauer, Axel, et al.
Published: (2024)

SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers
by: Xie, Enze, et al.
Published: (2024)

SwiftI2V: Efficient High-Resolution Image-to-Video Generation via Conditional Segment-wise Generation
by: Liu, YaoYang, et al.
Published: (2026)

SpectralMamba: Efficient Mamba for Hyperspectral Image Classification
by: Yao, Jing, et al.
Published: (2024)

UltraImage: Rethinking Resolution Extrapolation in Image Diffusion Transformers
by: Zhao, Min, et al.
Published: (2025)

Latent-Reframe: Enabling Camera Control for Video Diffusion Model without Training
by: Zhou, Zhenghong, et al.
Published: (2024)

PixPerfect: Seamless Latent Diffusion Local Editing with Discriminative Pixel-Space Refinement
by: Zheng, Haitian, et al.
Published: (2025)

Relational Diffusion Distillation for Efficient Image Generation
by: Feng, Weilun, et al.
Published: (2024)

Vision Mamba Distillation for Low-resolution Fine-grained Image Classification
by: Chen, Yao, et al.
Published: (2024)

MambaX: Image Super-Resolution with State Predictive Control
by: Li, Chenyu, et al.
Published: (2025)

Hi-Mamba: Hierarchical Mamba for Efficient Image Super-Resolution
by: Qiao, Junbo, et al.
Published: (2024)

Burst Image Super-Resolution with Mamba
by: Unal, Ozan, et al.
Published: (2025)

Learning Brain Tumor Representation in 3D High-Resolution MR Images via Interpretable State Space Models
by: Hu, Qingqiao, et al.
Published: (2024)

Frequency-Assisted Mamba for Remote Sensing Image Super-Resolution
by: Xiao, Yi, et al.
Published: (2024)

MaskMamba: A Hybrid Mamba-Transformer Model for Masked Image Generation
by: Chen, Wenchao, et al.
Published: (2024)

MambaVSR: Content-Aware Scanning State Space Model for Video Super-Resolution
by: He, Linfeng, et al.
Published: (2025)

MambaLiteSR: Image Super-Resolution with Low-Rank Mamba using Knowledge Distillation
by: Aalishah, Romina, et al.
Published: (2025)

MIRA: Multimodal Iterative Reasoning Agent for Image Editing
by: Zeng, Ziyun, et al.
Published: (2025)

Boosting Resolution Generalization of Diffusion Transformers with Randomized Positional Encodings
by: Hou, Liang, et al.
Published: (2025)

LiT: Delving into a Simple Linear Diffusion Transformer for Image Generation
by: Wang, Jiahao, et al.
Published: (2025)

ElasticDiT: Efficient Diffusion Transformers via Elastic Architecture and Sparse Attention for High-Resolution Image Generation on Mobile Devices
by: Du, Kunpeng, et al.
Published: (2026)

VEGGIE: Instructional Editing and Reasoning Video Concepts with Grounded Generation
by: Yu, Shoubin, et al.
Published: (2025)

Dimba: Transformer-Mamba Diffusion Models
by: Fei, Zhengcong, et al.
Published: (2024)

SeeClear: Semantic Distillation Enhances Pixel Condensation for Video Super-Resolution
by: Tang, Qi, et al.
Published: (2024)

Diffusion-4K: Ultra-High-Resolution Image Synthesis with Latent Diffusion Models
by: Zhang, Jinjin, et al.
Published: (2025)

Era3D: High-Resolution Multiview Diffusion using Efficient Row-wise Attention
by: Li, Peng, et al.
Published: (2024)

PixelRush: Ultra-Fast, Training-Free High-Resolution Image Generation via One-step Diffusion
by: Lai, Hong-Phuc, et al.
Published: (2026)

Data-free Distillation with Degradation-prompt Diffusion for Multi-weather Image Restoration
by: Wang, Pei, et al.
Published: (2024)

STCDiT: Spatio-Temporally Consistent Diffusion Transformer for High-Quality Video Super-Resolution
by: Chen, Junyang, et al.
Published: (2025)

REGEN: Learning Compact Video Embedding with (Re-)Generative Decoder
by: Zhang, Yitian, et al.
Published: (2025)