Shanchuan Lin
9 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (30) 🐣 Hot Topic Early Bird
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Research topics
Computer Vision
(7)
Deep Learning
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Machine Learning
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Generation
(6)
Models
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Artificial Intelligence
(3)
Application Areas
(3)
Core AI
(3)
Learning Types · Deep Learning
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Learning Types · Machine Learning
(2)
Optimization & Theory · Machine Learning
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Optimization & Theory · Deep Learning
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Processing
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Natural Language Processing
(1)
Analysis
(1)
Keywords
diffusion model
(3)
video generation
(3)
image generation
(2)
real-time processing
(2)
computer vision
(1)
text classification
(1)
adversarial learning
(1)
natural language inference
(1)
domain adaptation
(1)
information retrieval
(1)
semantic alignment
(1)
neural network optimization
(1)
signal-to-noise ratio
(1)
recurrent neural network
(1)
dynamic scene
(1)
knowledge distillation
(1)
image segmentation
(1)
vision-language model
(1)
classifier-free guidance
(1)
semantic segmentation
(1)
Papers
Adversarial Distribution Matching for Diffusion Distillation Towards Efficient Image and Video Synthesis
ICCV 2025
CameraCtrl II: Dynamic Scene Exploration via Camera-controlled Video Diffusion Models
ICCV 2025
Diffusion Adversarial Post-Training for One-Step Video Generation
ICML 2025
VideoAuteur: Towards Long Narrative Video Generation
ICCV 2025
Common Diffusion Noise Schedules and Sample Steps Are Flawed
WACV 2024
Robust High-Resolution Video Matting With Temporal Guidance
WACV 2022
Real-Time High-Resolution Background Matting
CVPR 2021
Fact or Fiction: Verifying Scientific Claims
EMNLP 2020
MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms
NAACL 2019