Zhengyao Lv
10 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19) 💎 Century Club · Bronze
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Research topics
Computer Vision
(9)
Deep Learning
(9)
Generation
(7)
Learning Types · Deep Learning
(6)
Models
(6)
Processing
(5)
Machine Learning
(2)
Techniques
(2)
Artificial Intelligence
(1)
Application Areas · Machine Learning
(1)
Application Areas · Deep Learning
(1)
Core AI
(1)
Learning Types · Machine Learning
(1)
Keywords
diffusion model
(2)
semantic image synthesis
(2)
image generation
(2)
video generation
(2)
temporal consistency
(2)
knowledge distillation
(2)
image synthesis
(1)
semantic parsing
(1)
image restoration
(1)
positional encoding
(1)
lora fine-tuning
(1)
generative adversarial network
(1)
text-to-image model
(1)
feature fusion
(1)
flow matching
(1)
classifier-free guidance
(1)
consistency model
(1)
video editing
(1)
perceptual quality
(1)
text-to-image generation
(1)
Papers
DUO-VSR: Dual-Stream Distillation for One-Step Video Super-Resolution
CVPR 2026
FlowSteer: Guiding Few-Step Image Synthesis with Authentic Trajectories
CVPR 2026
NOVA: Sparse Control, Dense Synthesis for Pair-Free Video Editing
CVPR 2026
Dual-Expert Consistency Model for Efficient and High-Quality Video Generation
ICCV 2025
FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality
ICLR 2025
Rethinking Cross-Modal Interaction in Multimodal Diffusion Transformers
ICCV 2025
ConceptExpress: Harnessing Diffusion Models for Single-image Unsupervised Concept Extraction
ECCV 2024
PLACE: Adaptive Layout-Semantic Fusion for Semantic Image Synthesis
CVPR 2024
Semantic-Shape Adaptive Feature Modulation for Semantic Image Synthesis
CVPR 2022
Learning Semantic Person Image Generation by Region-Adaptive Normalization
CVPR 2021