Multi-Scale Local Speculative Decoding for Image Generation
Fuente:
arXiv
Saved in:
| Main Authors: | Peruzzo, Elia, Sautière, Guillaume, Habibian, Amirhossein |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Clockwork Diffusion: Efficient Generation With Model-Step Distillation
by: Habibian, Amirhossein, et al.
Published: (2023)
by: Habibian, Amirhossein, et al.
Published: (2023)
ReHyAt: Recurrent Hybrid Attention for Video Diffusion Transformers
by: Ghafoorian, Mohsen, et al.
Published: (2026)
by: Ghafoorian, Mohsen, et al.
Published: (2026)
Attention Surgery: An Efficient Recipe to Linearize Your Video Diffusion Transformer
by: Ghafoorian, Mohsen, et al.
Published: (2025)
by: Ghafoorian, Mohsen, et al.
Published: (2025)
Enhancing Novel View Synthesis via Geometry Grounded Set Diffusion
by: Zanjani, Farhad G., et al.
Published: (2026)
by: Zanjani, Farhad G., et al.
Published: (2026)
Grouped Speculative Decoding for Autoregressive Image Generation
by: So, Junhyuk, et al.
Published: (2025)
by: So, Junhyuk, et al.
Published: (2025)
Continuous Speculative Decoding for Autoregressive Image Generation
by: Wang, Zili, et al.
Published: (2024)
by: Wang, Zili, et al.
Published: (2024)
Scene-Aware Location Modeling for Data Augmentation in Automotive Object Detection
by: Petersen, Jens, et al.
Published: (2025)
by: Petersen, Jens, et al.
Published: (2025)
Imagining the Unseen: Generative Location Modeling for Object Placement
by: Yun, Jooyeol, et al.
Published: (2024)
by: Yun, Jooyeol, et al.
Published: (2024)
PyramidalWan: On Making Pretrained Video Model Pyramidal for Efficient Inference
by: Korzhenkov, Denis, et al.
Published: (2026)
by: Korzhenkov, Denis, et al.
Published: (2026)
Hybrid Gaussian Splatting for Novel Urban View Synthesis
by: Omran, Mohamed, et al.
Published: (2025)
by: Omran, Mohamed, et al.
Published: (2025)
Controllable 3D Placement of Objects with Scene-Aware Diffusion Models
by: Omran, Mohamed, et al.
Published: (2025)
by: Omran, Mohamed, et al.
Published: (2025)
Gated Relational Alignment via Confidence-based Distillation for Efficient VLMs
by: Chen, Yanlong, et al.
Published: (2026)
by: Chen, Yanlong, et al.
Published: (2026)
SJD-PV: Speculative Jacobi Decoding with Phrase Verification for Autoregressive Image Generation
by: Yu, Zhehao, et al.
Published: (2026)
by: Yu, Zhehao, et al.
Published: (2026)
SJD-VP: Speculative Jacobi Decoding with Verification Prediction for Autoregressive Image Generation
by: Shan, Bingqi, et al.
Published: (2026)
by: Shan, Bingqi, et al.
Published: (2026)
GradBias: Unveiling Word Influence on Bias in Text-to-Image Generative Models
by: D'Incà, Moreno, et al.
Published: (2024)
by: D'Incà, Moreno, et al.
Published: (2024)
Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding
by: Teng, Yao, et al.
Published: (2024)
by: Teng, Yao, et al.
Published: (2024)
Low-Latency Neural Stereo Streaming
by: Hou, Qiqi, et al.
Published: (2024)
by: Hou, Qiqi, et al.
Published: (2024)
Gaussian Splatting is an Effective Data Generator for 3D Object Detection
by: Zanjani, Farhad G., et al.
Published: (2025)
by: Zanjani, Farhad G., et al.
Published: (2025)
RAGME: Retrieval Augmented Video Generation for Enhanced Motion Realism
by: Peruzzo, Elia, et al.
Published: (2025)
by: Peruzzo, Elia, et al.
Published: (2025)
Speculative Decoding for Autoregressive Video Generation
by: Hu, Yuezhou, et al.
Published: (2026)
by: Hu, Yuezhou, et al.
Published: (2026)
MoAlign: Motion-Centric Representation Alignment for Video Diffusion Models
by: Bhowmik, Aritra, et al.
Published: (2025)
by: Bhowmik, Aritra, et al.
Published: (2025)
MoViE: Mobile Diffusion for Video Editing
by: Karjauv, Adil, et al.
Published: (2024)
by: Karjauv, Adil, et al.
Published: (2024)
Speculative Jacobi-Denoising Decoding for Accelerating Autoregressive Text-to-image Generation
by: Teng, Yao, et al.
Published: (2025)
by: Teng, Yao, et al.
Published: (2025)
CASCADE: Context-Aware Relaxation for Speculative Image Decoding
by: Yildirim, Selin, et al.
Published: (2026)
by: Yildirim, Selin, et al.
Published: (2026)
SJD++: Improved Speculative Jacobi Decoding for Training-free Acceleration of Discrete Auto-regressive Text-to-Image Generation
by: Teng, Yao, et al.
Published: (2025)
by: Teng, Yao, et al.
Published: (2025)
Annealed Relaxation of Speculative Decoding for Faster Autoregressive Image Generation
by: Li, Xingyao, et al.
Published: (2026)
by: Li, Xingyao, et al.
Published: (2026)
Speculative Coupled Decoding for Training-Free Lossless Acceleration of Autoregressive Visual Generation
by: So, Junhyuk, et al.
Published: (2025)
by: So, Junhyuk, et al.
Published: (2025)
Mobile Video Diffusion
by: Yahia, Haitam Ben, et al.
Published: (2024)
by: Yahia, Haitam Ben, et al.
Published: (2024)
MMSpec: Benchmarking Speculative Decoding for Vision-Language Models
by: Shen, Hui, et al.
Published: (2026)
by: Shen, Hui, et al.
Published: (2026)
Object-Centric Diffusion for Efficient Video Editing
by: Kahatapitiya, Kumara, et al.
Published: (2024)
by: Kahatapitiya, Kumara, et al.
Published: (2024)
Neodragon: Mobile Video Generation using Diffusion Transformer
by: Karnewar, Animesh, et al.
Published: (2025)
by: Karnewar, Animesh, et al.
Published: (2025)
OpenBias: Open-set Bias Detection in Text-to-Image Generative Models
by: D'Incà, Moreno, et al.
Published: (2024)
by: D'Incà, Moreno, et al.
Published: (2024)
Locality-aware Parallel Decoding for Efficient Autoregressive Image Generation
by: Zhang, Zhuoyang, et al.
Published: (2025)
by: Zhang, Zhuoyang, et al.
Published: (2025)
Arbitrary-Scale Image Generation and Upsampling using Latent Diffusion Model and Implicit Neural Decoder
by: Kim, Jinseok, et al.
Published: (2024)
by: Kim, Jinseok, et al.
Published: (2024)
SJD-PAC: Accelerating Speculative Jacobi Decoding via Proactive Drafting and Adaptive Continuation
by: Kang, Jialiang, et al.
Published: (2026)
by: Kang, Jialiang, et al.
Published: (2026)
SAGE: Accelerating Vision-Language Models via Entropy-Guided Adaptive Speculative Decoding
by: Tong, Yujia, et al.
Published: (2026)
by: Tong, Yujia, et al.
Published: (2026)
SpecFLASH: A Latent-Guided Semi-autoregressive Speculative Decoding Framework for Efficient Multimodal Generation
by: Wang, Zihua, et al.
Published: (2025)
by: Wang, Zihua, et al.
Published: (2025)
Speculative Decoding Reimagined for Multimodal Large Language Models
by: Lin, Luxi, et al.
Published: (2025)
by: Lin, Luxi, et al.
Published: (2025)
VVS: Accelerating Speculative Decoding for Visual Autoregressive Generation via Partial Verification Skipping
by: Dong, Haotian, et al.
Published: (2025)
by: Dong, Haotian, et al.
Published: (2025)
XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding
by: Chen, Dian, et al.
Published: (2025)
by: Chen, Dian, et al.
Published: (2025)
Similar Items
-
Clockwork Diffusion: Efficient Generation With Model-Step Distillation
by: Habibian, Amirhossein, et al.
Published: (2023) -
ReHyAt: Recurrent Hybrid Attention for Video Diffusion Transformers
by: Ghafoorian, Mohsen, et al.
Published: (2026) -
Attention Surgery: An Efficient Recipe to Linearize Your Video Diffusion Transformer
by: Ghafoorian, Mohsen, et al.
Published: (2025) -
Enhancing Novel View Synthesis via Geometry Grounded Set Diffusion
by: Zanjani, Farhad G., et al.
Published: (2026) -
Grouped Speculative Decoding for Autoregressive Image Generation
by: So, Junhyuk, et al.
Published: (2025)