Jiayi Guo
14 papers · 2022–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (23) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π€ Dynamic Duo (12)
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Deep Learning
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Computer Vision
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Generation
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Machine Learning
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(4)
Artificial Intelligence
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Optimization & Theory
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Keywords
diffusion model
(7)
image generation
(4)
image synthesis
(3)
generative model
(2)
domain adaptation
(2)
non-autoregressive transformer
(2)
attention mechanism
(1)
text-to-image generation
(1)
model calibration
(1)
image editing
(1)
style transfer
(1)
multimodal guidance
(1)
prompt learning
(1)
efficient computing
(1)
feature sharing
(1)
test-time adaptation
(1)
feature correspondence
(1)
synthetic data generation
(1)
preference optimization
(1)
zero-shot learning
(1)
Papers
HitKV: Activation Frequency Knows Which Tokens Are Important
AAAI 2026
Everything to the Synthetic: Diffusion-driven Test-time Adaptation via Synthetic-Domain Alignment
CVPR 2025
IMG: Calibrating Diffusion Models via Implicit Multimodal Guidance
ICCV 2025
Taming Rectified Flow for Inversion and Editing
ICML 2025
AdaNAT: Exploring Adaptive Policy for Token-Based Image Generation
ECCV 2024
COVE: Unleashing the Diffusion Feature Correspondence for Consistent Video Editing
NeurIPS 2024
Efficient Diffusion Transformer with Step-wise Dynamic Attention Mediators
ECCV 2024
ENAT: Rethinking Spatial-temporal Interactions in Token-based Image Synthesis
NeurIPS 2024
GRA: Detecting Oriented Objects through Group-wise Rotating and Attention
ECCV 2024
Prompt-Free Diffusion: Taking "Text" out of Text-to-Image Diffusion Models
CVPR 2024
Revisiting Non-Autoregressive Transformers for Efficient Image Synthesis
CVPR 2024
Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models
CVPR 2024
Zero-Shot Generative Model Adaptation via Image-Specific Prompt Learning
CVPR 2023
Assessing a Single Image in Reference-Guided Image Synthesis
AAAI 2022