Shikun Sun
8 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Silver
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Interdisciplinary Bridge ยท Silver
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Taxonomy Completionist
(18)
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The Questioner
Venues
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Research topics
Keywords
diffusion model
(4)
image generation
(3)
conditional generation
(2)
denoising process
(2)
motion synthesis
(1)
video generation
(1)
multimodal learning
(1)
geometric deep learning
(1)
image-to-image translation
(1)
motion generation
(1)
entropy regularization
(1)
reward hacking
(1)
diffusion policy
(1)
classifier-free guidance
(1)
feature injection
(1)
credit assignment
(1)
3d mesh
(1)
camera movement
(1)
score-based diffusion
(1)
taylor expansion
(1)
Papers
Do Less, Achieve More: Do We Need Every-Step Optimization for RL Fine-tuning of Diffusion Models?
CVPR 2026
VAR RL Done Right: Tackling Asynchronous Policy Conflicts in Visual Autoregressive Generation
CVPR 2026
Entropy-Adaptive Diffusion Policy Optimization with Dynamic Step Alignment
ICCV 2025
Minimal Impact ControlNet: Advancing Multi-ControlNet Integration
ICLR 2025
DanceCamera3D: 3D Camera Movement Synthesis with Music and Dance
CVPR 2024
Inner Classifier-Free Guidance and Its Taylor Expansion for Diffusion Models
ICLR 2024
Skinned Motion Retargeting with Dense Geometric Interaction Perception
NeurIPS 2024
SDDM: Score-Decomposed Diffusion Models on Manifolds for Unpaired Image-to-Image Translation
ICML 2023