Cover Image

Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chen, Junyu, Cai, Han, Chen, Junsong, Xie, Enze, Yang, Shang, Tang, Haotian, Li, Muyang, Lu, Yao, Han, Song
Format:	Preprint
Published:	2024
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

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

DC-VideoGen: Efficient Video Generation with Deep Compression Video Autoencoder
by: Chen, Junyu, et al.
Published: (2025)

HART: Efficient Visual Generation with Hybrid Autoregressive Transformer
by: Tang, Haotian, et al.
Published: (2024)

DC-AR: Efficient Masked Autoregressive Image Generation with Deep Compression Hybrid Tokenizer
by: Wu, Yecheng, et al.
Published: (2025)

DC-AE 1.5: Accelerating Diffusion Model Convergence with Structured Latent Space
by: Chen, Junyu, et al.
Published: (2025)

DC-Gen: Post-Training Diffusion Acceleration with Deeply Compressed Latent Space
by: He, Wenkun, et al.
Published: (2025)

SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer
by: Xie, Enze, et al.
Published: (2025)

SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer
by: Zhu, Haoyi, et al.
Published: (2026)

DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models
by: Li, Muyang, et al.
Published: (2024)

SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer
by: Chen, Junsong, et al.
Published: (2025)

Sparse Refinement for Efficient High-Resolution Semantic Segmentation
by: Liu, Zhijian, et al.
Published: (2024)

JetViT: Efficient High-Resolution Vision Transformer with Post-Training Attention Search
by: Zou, Dongyun, et al.
Published: (2026)

FP4 Explore, BF16 Train: Diffusion Reinforcement Learning via Efficient Rollout Scaling
by: Li, Yitong, et al.
Published: (2026)

VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation
by: Wu, Yecheng, et al.
Published: (2024)

SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models
by: Li, Muyang, et al.
Published: (2024)

SANA-Streaming: Real-time Streaming Video Editing with Hybrid Diffusion Transformer
by: Zhao, Yuyang, et al.
Published: (2026)

LongLive: Real-time Interactive Long Video Generation
by: Yang, Shuai, et al.
Published: (2025)

EfficientViT: Multi-Scale Linear Attention for High-Resolution Dense Prediction
by: Cai, Han, et al.
Published: (2022)

PixArt-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation
by: Chen, Junsong, et al.
Published: (2024)

Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Models
by: Liu, Xuyang, et al.
Published: (2025)

PixArt-$α$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis
by: Chen, Junsong, et al.
Published: (2023)

From Diffusion to Resolution: Leveraging 2D Diffusion Models for 3D Super-Resolution Task
by: Chen, Bohao, et al.
Published: (2024)

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

MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning
by: Lin, Ji, et al.
Published: (2021)

OS-DiffVSR: Towards One-step Latent Diffusion Model for High-detailed Real-world Video Super-Resolution
by: Li, Hanting, et al.
Published: (2025)

DGAE: Diffusion-Guided Autoencoder for Efficient Latent Representation Learning
by: Liu, Dongxu, et al.
Published: (2025)

HiDiffusion: Unlocking Higher-Resolution Creativity and Efficiency in Pretrained Diffusion Models
by: Zhang, Shen, et al.
Published: (2023)

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

RAPTOR: Real-Time High-Resolution UAV Video Prediction with Efficient Video Attention
by: Chen, Zhan, et al.
Published: (2025)

FlexAttention for Efficient High-Resolution Vision-Language Models
by: Li, Junyan, et al.
Published: (2024)

LAPTOP-Diff: Layer Pruning and Normalized Distillation for Compressing Diffusion Models
by: Zhang, Dingkun, et al.
Published: (2024)

PIXART-δ: Fast and Controllable Image Generation with Latent Consistency Models
by: Chen, Junsong, et al.
Published: (2024)

EfficientMT: Efficient Temporal Adaptation for Motion Transfer in Text-to-Video Diffusion Models
by: Cai, Yufei, et al.
Published: (2025)

SparseVILA: Decoupling Visual Sparsity for Efficient VLM Inference
by: Khaki, Samir, et al.
Published: (2025)

EAM: Enhancing Anything with Diffusion Transformers for Blind Super-Resolution
by: Xie, Haizhen, et al.
Published: (2025)

Learning Diffusion Model from Noisy Measurement using Principled Expectation-Maximization Method
by: Bai, Weimin, et al.
Published: (2024)

TC-AE: Unlocking Token Capacity for Deep Compression Autoencoders
by: Li, Teng, et al.
Published: (2026)

DiffuseHigh: Training-free Progressive High-Resolution Image Synthesis through Structure Guidance
by: Kim, Younghyun, et al.
Published: (2024)

SSI-DM: Singularity Skipping Inversion of Diffusion Models
by: Min, Chen, et al.
Published: (2026)

TinySAM 2: Extreme Memory Compression for Efficient Track Anything Model
by: Ding, Zhaoyuan, et al.
Published: (2026)