DC-AR: Efficient Masked Autoregressive Image Generation with Deep Compression Hybrid Tokenizer
Fuente:
arXiv
Saved in:
| Main Authors: | Wu, Yecheng, Chen, Junyu, Zhang, Zhuoyang, Xie, Enze, Yu, Jincheng, Chen, Junsong, Hu, Jinyi, Lu, Yao, Han, Song, Cai, Han |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
HART: Efficient Visual Generation with Hybrid Autoregressive Transformer
by: Tang, Haotian, et al.
Published: (2024)
by: Tang, Haotian, et al.
Published: (2024)
Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models
by: Chen, Junyu, et al.
Published: (2024)
by: Chen, Junyu, et al.
Published: (2024)
DC-VideoGen: Efficient Video Generation with Deep Compression Video Autoencoder
by: Chen, Junyu, et al.
Published: (2025)
by: Chen, Junyu, et al.
Published: (2025)
DC-AE 1.5: Accelerating Diffusion Model Convergence with Structured Latent Space
by: Chen, Junyu, et al.
Published: (2025)
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)
by: He, Wenkun, et al.
Published: (2025)
SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers
by: Xie, Enze, et al.
Published: (2024)
by: Xie, Enze, et al.
Published: (2024)
SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation
by: Chen, Junsong, et al.
Published: (2025)
by: Chen, Junsong, et al.
Published: (2025)
SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer
by: Zhu, Haoyi, et al.
Published: (2026)
by: Zhu, Haoyi, et al.
Published: (2026)
Hide to Guide: Learning via Semantic Masking
by: Liu, Ruitao, et al.
Published: (2026)
by: Liu, Ruitao, et al.
Published: (2026)
Locality-aware Parallel Decoding for Efficient Autoregressive Image Generation
by: Zhang, Zhuoyang, et al.
Published: (2025)
by: Zhang, Zhuoyang, et al.
Published: (2025)
VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation
by: Wu, Yecheng, et al.
Published: (2024)
by: Wu, Yecheng, et al.
Published: (2024)
SANA-Streaming: Real-time Streaming Video Editing with Hybrid Diffusion Transformer
by: Zhao, Yuyang, et al.
Published: (2026)
by: Zhao, Yuyang, et al.
Published: (2026)
SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer
by: Xie, Enze, et al.
Published: (2025)
by: Xie, Enze, et al.
Published: (2025)
EfficientViT-SAM: Accelerated Segment Anything Model Without Accuracy Loss
by: Zhang, Zhuoyang, et al.
Published: (2024)
by: Zhang, Zhuoyang, et al.
Published: (2024)
MHLA: Restoring Expressivity of Linear Attention via Token-Level Multi-Head
by: Zhang, Kewei, et al.
Published: (2026)
by: Zhang, Kewei, et al.
Published: (2026)
Lightning OPD: Efficient Post-Training for Large Reasoning Models with Offline On-Policy Distillation
by: Wu, Yecheng, et al.
Published: (2026)
by: Wu, Yecheng, et al.
Published: (2026)
JetViT: Efficient High-Resolution Vision Transformer with Post-Training Attention Search
by: Zou, Dongyun, et al.
Published: (2026)
by: Zou, Dongyun, et al.
Published: (2026)
Token Painter: Training-Free Text-Guided Image Inpainting via Mask Autoregressive Models
by: Jiang, Longtao, et al.
Published: (2025)
by: Jiang, Longtao, et al.
Published: (2025)
Revisiting Non-Autoregressive Transformers for Efficient Image Synthesis
by: Ni, Zanlin, et al.
Published: (2024)
by: Ni, Zanlin, et al.
Published: (2024)
MixAR: Mixture Autoregressive Image Generation
by: Hu, Jinyuan, et al.
Published: (2025)
by: Hu, Jinyuan, et al.
Published: (2025)
Multi-scale Graph Autoregressive Modeling: Molecular Property Prediction via Next Token Prediction
by: Jiang, Zhuoyang, et al.
Published: (2026)
by: Jiang, Zhuoyang, et al.
Published: (2026)
COAT: Compressing Optimizer states and Activation for Memory-Efficient FP8 Training
by: Xi, Haocheng, et al.
Published: (2024)
by: Xi, Haocheng, et al.
Published: (2024)
PixArt-$α$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis
by: Chen, Junsong, et al.
Published: (2023)
by: Chen, Junsong, et al.
Published: (2023)
SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer
by: Chen, Junsong, et al.
Published: (2025)
by: Chen, Junsong, et al.
Published: (2025)
Efficient Masked Image Compression with Position-Indexed Self-Attention
by: Dai, Chengjie, et al.
Published: (2025)
by: Dai, Chengjie, et al.
Published: (2025)
ResiComp: Loss-Resilient Image Compression via Dual-Functional Masked Visual Token Modeling
by: Wang, Sixian, et al.
Published: (2025)
by: Wang, Sixian, et al.
Published: (2025)
FlashAR: Efficient Post-Training Acceleration for Autoregressive Image Generation
by: Zhou, Junkang, et al.
Published: (2026)
by: Zhou, Junkang, et al.
Published: (2026)
TokenAR: Multiple Subject Generation via Autoregressive Token-level enhancement
by: Sun, Haiyue, et al.
Published: (2025)
by: Sun, Haiyue, et al.
Published: (2025)
Fast-dVLM: Efficient Block-Diffusion VLM via Direct Conversion from Autoregressive VLM
by: Wu, Chengyue, et al.
Published: (2026)
by: Wu, Chengyue, et al.
Published: (2026)
Tracezip: Efficient Distributed Tracing via Trace Compression
by: Chen, Zhuangbin, et al.
Published: (2025)
by: Chen, Zhuangbin, et al.
Published: (2025)
Orcust: Stepwise-Feedback Reinforcement Learning for GUI Agent
by: Lu, Junyu, et al.
Published: (2025)
by: Lu, Junyu, et al.
Published: (2025)
ALTo: Adaptive-Length Tokenizer for Autoregressive Mask Generation
by: Wang, Lingfeng, et al.
Published: (2025)
by: Wang, Lingfeng, et al.
Published: (2025)
Jet-Nemotron: Efficient Language Model with Post Neural Architecture Search
by: Gu, Yuxian, et al.
Published: (2025)
by: Gu, Yuxian, et al.
Published: (2025)
High-Fidelity Mural Restoration via a Unified Hybrid Mask-Aware Transformer
by: Jiang, Jincheng, et al.
Published: (2026)
by: Jiang, Jincheng, et al.
Published: (2026)
PainterNet: Adaptive Image Inpainting with Actual-Token Attention and Diverse Mask Control
by: Wang, Ruichen, et al.
Published: (2024)
by: Wang, Ruichen, et al.
Published: (2024)
ControlAR: Controllable Image Generation with Autoregressive Models
by: Li, Zongming, et al.
Published: (2024)
by: Li, Zongming, et al.
Published: (2024)
Hierarchical Masked Autoregressive Models with Low-Resolution Token Pivots
by: Zheng, Guangting, et al.
Published: (2025)
by: Zheng, Guangting, et al.
Published: (2025)
Condition-Aware Neural Network for Controlled Image Generation
by: Cai, Han, et al.
Published: (2024)
by: Cai, Han, et al.
Published: (2024)
Morphing Tokens Draw Strong Masked Image Models
by: Kim, Taekyung, et al.
Published: (2023)
by: Kim, Taekyung, et al.
Published: (2023)
Enabling Autoregressive Models to Fill In Masked Tokens
by: Israel, Daniel, et al.
Published: (2025)
by: Israel, Daniel, et al.
Published: (2025)
Similar Items
-
HART: Efficient Visual Generation with Hybrid Autoregressive Transformer
by: Tang, Haotian, et al.
Published: (2024) -
Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models
by: Chen, Junyu, et al.
Published: (2024) -
DC-VideoGen: Efficient Video Generation with Deep Compression Video Autoencoder
by: Chen, Junyu, 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)