DanDan Zheng
9 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(20)
🐣
Hot Topic Early Bird
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Prolific Year · Productive
Venues
Top co-authors
Research topics
Deep Learning
(7)
Computer Vision
(5)
Models
(5)
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Application Areas
(3)
Generation
(3)
Processing
(3)
Optimization & Theory
(2)
Mathematics & Optimization
(1)
Analysis
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Keywords
diffusion model
(5)
image restoration
(2)
video generation
(2)
image-to-video generation
(2)
pose estimation
(1)
inverse problem
(1)
contrastive learning
(1)
score-based model
(1)
semantic alignment
(1)
discrete optimization
(1)
generative model
(1)
instruction following
(1)
vision-language model
(1)
normalizing flow
(1)
benchmark dataset
(1)
motion estimation
(1)
flow-based model
(1)
latent diffusion model
(1)
multi-task learning
(1)
post-training quantization
(1)
Papers
UniAlignment: Semantic Alignment for Unified Image Generation, Understanding, Manipulation and Perception
AAAI 2026
VGA-Bench: A Unified Benchmark and Multi-Model Framework for Video Aesthetics and Generation Quality Evaluation
CVPR 2026
Animate-X: Universal Character Image Animation with Enhanced Motion Representation
ICLR 2025
Mimir: Improving Video Diffusion Models for Precise Text Understanding
CVPR 2025
MotionStone: Decoupled Motion Intensity Modulation with Diffusion Transformer for Image-to-Video Generation
CVPR 2025
Reversing Flow for Image Restoration
CVPR 2025
Visual-Instructed Degradation Diffusion for All-in-One Image Restoration
CVPR 2025
SpeedUpNet: A Plug-and-Play Adapter Network for Accelerating Text-to-Image Diffusion Models
ECCV 2024
Leveraging Inter-Layer Dependency for Post -Training Quantization
NeurIPS 2022