Efficient Image Generation with Variadic Attention Heads
Fuente:
arXiv
Saved in:
| Main Authors: | Walton, Steven, Hassani, Ali, Xu, Xingqian, Wang, Zhangyang, Shi, Humphrey |
|---|---|
| Format: | Preprint |
| Published: |
2022
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Faster Neighborhood Attention: Reducing the O(n^2) Cost of Self Attention at the Threadblock Level
by: Hassani, Ali, et al.
Published: (2024)
by: Hassani, Ali, et al.
Published: (2024)
PAIR-Diffusion: A Comprehensive Multimodal Object-Level Image Editor
by: Goel, Vidit, et al.
Published: (2023)
by: Goel, Vidit, et al.
Published: (2023)
Generalized Neighborhood Attention: Multi-dimensional Sparse Attention at the Speed of Light
by: Hassani, Ali, et al.
Published: (2025)
by: Hassani, Ali, 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)
MoH: Multi-Head Attention as Mixture-of-Head Attention
by: Jin, Peng, et al.
Published: (2024)
by: Jin, Peng, et al.
Published: (2024)
Versatile Diffusion: Text, Images and Variations All in One Diffusion Model
by: Xu, Xingqian, et al.
Published: (2022)
by: Xu, Xingqian, et al.
Published: (2022)
Not All Attention Heads Are What You Need: Refining CLIP's Image Representation with Attention Ablation
by: Lin, Feng, et al.
Published: (2025)
by: Lin, Feng, et al.
Published: (2025)
Interpreting Attention Heads for Image-to-Text Information Flow in Large Vision-Language Models
by: Kim, Jinyeong, et al.
Published: (2025)
by: Kim, Jinyeong, et al.
Published: (2025)
PSA: Pyramid Sparse Attention for Efficient Video Understanding and Generation
by: Li, Xiaolong, et al.
Published: (2025)
by: Li, Xiaolong, et al.
Published: (2025)
Safe Vision-Language Models via Unsafe Weights Manipulation
by: D'Incà, Moreno, et al.
Published: (2025)
by: D'Incà, Moreno, et al.
Published: (2025)
UNCAGE: Contrastive Attention Guidance for Masked Generative Transformers in Text-to-Image Generation
by: Kang, Wonjun, et al.
Published: (2025)
by: Kang, Wonjun, et al.
Published: (2025)
StreamingT2V: Consistent, Dynamic, and Extendable Long Video Generation from Text
by: Henschel, Roberto, et al.
Published: (2024)
by: Henschel, Roberto, et al.
Published: (2024)
HydraViT: Stacking Heads for a Scalable ViT
by: Haberer, Janek, et al.
Published: (2024)
by: Haberer, Janek, et al.
Published: (2024)
E-CAR: Efficient Continuous Autoregressive Image Generation via Multistage Modeling
by: Yuan, Zhihang, et al.
Published: (2024)
by: Yuan, Zhihang, et al.
Published: (2024)
BLADE: Block-Sparse Attention Meets Step Distillation for Efficient Video Generation
by: Gu, Youping, et al.
Published: (2025)
by: Gu, Youping, et al.
Published: (2025)
XAttnRes: Cross-Stage Attention Residuals for Medical Image Segmentation
by: Liu, Xinyu, et al.
Published: (2026)
by: Liu, Xinyu, et al.
Published: (2026)
MapReduce LoRA: Advancing the Pareto Front in Multi-Preference Optimization for Generative Models
by: Chen, Chieh-Yun, et al.
Published: (2025)
by: Chen, Chieh-Yun, et al.
Published: (2025)
ENA: Efficient N-dimensional Attention
by: Zhong, Yibo
Published: (2025)
by: Zhong, Yibo
Published: (2025)
MimiQ: Low-Bit Data-Free Quantization of Vision Transformers with Encouraging Inter-Head Attention Similarity
by: Choi, Kanghyun, et al.
Published: (2024)
by: Choi, Kanghyun, et al.
Published: (2024)
Dual Diffusion for Unified Image Generation and Understanding
by: Li, Zijie, et al.
Published: (2024)
by: Li, Zijie, et al.
Published: (2024)
Optimizing Negative Prompts for Enhanced Aesthetics and Fidelity in Text-To-Image Generation
by: Ogezi, Michael, et al.
Published: (2024)
by: Ogezi, Michael, et al.
Published: (2024)
HMAR: Efficient Hierarchical Masked Auto-Regressive Image Generation
by: Kumbong, Hermann, et al.
Published: (2025)
by: Kumbong, Hermann, et al.
Published: (2025)
PoM: Efficient Image and Video Generation with the Polynomial Mixer
by: Picard, David, et al.
Published: (2024)
by: Picard, David, et al.
Published: (2024)
Fast & Efficient Normalizing Flows and Applications of Image Generative Models
by: Nagar, Sandeep
Published: (2025)
by: Nagar, Sandeep
Published: (2025)
DiffiT: Diffusion Vision Transformers for Image Generation
by: Hatamizadeh, Ali, et al.
Published: (2023)
by: Hatamizadeh, Ali, et al.
Published: (2023)
Out-of-Distribution Detection with Attention Head Masking for Multimodal Document Classification
by: Constantinou, Christos, et al.
Published: (2024)
by: Constantinou, Christos, et al.
Published: (2024)
SuperLoRA: Parameter-Efficient Unified Adaptation of Multi-Layer Attention Modules
by: Chen, Xiangyu, et al.
Published: (2024)
by: Chen, Xiangyu, et al.
Published: (2024)
Be Yourself: Bounded Attention for Multi-Subject Text-to-Image Generation
by: Dahary, Omer, et al.
Published: (2024)
by: Dahary, Omer, et al.
Published: (2024)
E$^{2}$GAN: Efficient Training of Efficient GANs for Image-to-Image Translation
by: Gong, Yifan, et al.
Published: (2024)
by: Gong, Yifan, et al.
Published: (2024)
Scaling Diffusion Mamba with Bidirectional SSMs for Efficient Image and Video Generation
by: Mo, Shentong, et al.
Published: (2024)
by: Mo, Shentong, et al.
Published: (2024)
ToDo: Token Downsampling for Efficient Generation of High-Resolution Images
by: Smith, Ethan, et al.
Published: (2024)
by: Smith, Ethan, et al.
Published: (2024)
Dynamic Attention-Guided Diffusion for Image Super-Resolution
by: Moser, Brian B., et al.
Published: (2023)
by: Moser, Brian B., et al.
Published: (2023)
Integration of Self-Supervised BYOL in Semi-Supervised Medical Image Recognition
by: Feng, Hao, et al.
Published: (2024)
by: Feng, Hao, et al.
Published: (2024)
Automated Black-box Prompt Engineering for Personalized Text-to-Image Generation
by: He, Yutong, et al.
Published: (2024)
by: He, Yutong, et al.
Published: (2024)
InstantIR: Blind Image Restoration with Instant Generative Reference
by: Huang, Jen-Yuan, et al.
Published: (2024)
by: Huang, Jen-Yuan, et al.
Published: (2024)
Attention-space Contrastive Guidance for Efficient Hallucination Mitigation in LVLMs
by: Jo, Yujin, et al.
Published: (2026)
by: Jo, Yujin, et al.
Published: (2026)
Uniform Attention Maps: Boosting Image Fidelity in Reconstruction and Editing
by: Mo, Wenyi, et al.
Published: (2024)
by: Mo, Wenyi, et al.
Published: (2024)
Attention-Mamba: A Mamba-Enhanced Multi-Scale Parallel Inference Network for Medical Image Segmentation
by: Zhang, Yanhua, et al.
Published: (2024)
by: Zhang, Yanhua, et al.
Published: (2024)
COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models
by: Xiao, Jinqi, et al.
Published: (2023)
by: Xiao, Jinqi, et al.
Published: (2023)
MedSegFactory: Text-Guided Generation of Medical Image-Mask Pairs
by: Mao, Jiawei, et al.
Published: (2025)
by: Mao, Jiawei, et al.
Published: (2025)
Similar Items
-
Faster Neighborhood Attention: Reducing the O(n^2) Cost of Self Attention at the Threadblock Level
by: Hassani, Ali, et al.
Published: (2024) -
PAIR-Diffusion: A Comprehensive Multimodal Object-Level Image Editor
by: Goel, Vidit, et al.
Published: (2023) -
Generalized Neighborhood Attention: Multi-dimensional Sparse Attention at the Speed of Light
by: Hassani, Ali, et al.
Published: (2025) -
OpenBias: Open-set Bias Detection in Text-to-Image Generative Models
by: D'Incà, Moreno, et al.
Published: (2024) -
MoH: Multi-Head Attention as Mixture-of-Head Attention
by: Jin, Peng, et al.
Published: (2024)