Pengyang Ling
9 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(27)
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Hot Topic Early Bird
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Keyword Collector
(53)
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Research topics
Computer Vision
(8)
Deep Learning
(6)
Machine Learning
(5)
Learning Types · Deep Learning
(5)
Models
(5)
Processing
(5)
Generation
(4)
Application Areas
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Analysis
(2)
Core AI · Artificial Intelligence
(2)
Core AI · Computer Vision
(2)
Techniques
(2)
Domain-Specific
(1)
Keywords
diffusion model
(4)
image restoration
(3)
semantic segmentation
(3)
self-supervised learning
(2)
temporal attention
(2)
temporal consistency
(2)
domain adaptation
(1)
domain generalization
(1)
zero-shot learning
(1)
video generation
(1)
computer vision
(1)
attention mechanism
(1)
preference alignment
(1)
multimodal learning
(1)
iterative optimization
(1)
motion transfer
(1)
image denoising
(1)
image editing
(1)
autonomous driving
(1)
feature extraction
(1)
Papers
Fine-Grained GRPO for Precise Preference Alignment in Flow Models
CVPR 2026
ByTheWay: Boost Your Text-to-Video Generation Model to Higher Quality in a Training-free Way
CVPR 2025
Improving Visual and Downstream Performance of Low-Light Enhancer with Vision Foundation Models Collaboration
CVPR 2025
Light-A-Video: Training-free Video Relighting via Progressive Light Fusion
ICCV 2025
MotionClone: Training-Free Motion Cloning for Controllable Video Generation
ICLR 2025
FreeDrag: Feature Dragging for Reliable Point-based Image Editing
CVPR 2024
Masked Pre-training Enables Universal Zero-shot Denoiser
NeurIPS 2024
Stronger Fewer & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation
CVPR 2024
Disentangle then Parse: Night-time Semantic Segmentation with Illumination Disentanglement
ICCV 2023