Sihyun Yu
13 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (20) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π€
Dynamic Duo
(13)
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Grand Slam
π§¬
Topic Evolution
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(67)
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Deep Learning
(9)
Machine Learning
(9)
Models
(8)
Computer Vision
(6)
Generation
(5)
Optimization & Theory
(5)
Application Areas
(4)
Artificial Intelligence
(3)
Core Methods
(3)
Techniques
(3)
Architectures
(2)
Core AI
(2)
Learning Types Β· Machine Learning
(2)
Learning Paradigms
(1)
Learning Types Β· Deep Learning
(1)
Keywords
diffusion model
(3)
adversarial robustness
(3)
representation learning
(2)
image generation
(2)
deep neural network
(2)
video generation
(2)
temporal coherence
(2)
information bottleneck
(1)
data augmentation
(1)
variational inference
(1)
self-supervised learning
(1)
text alignment
(1)
denoising
(1)
adversarial training
(1)
generative model
(1)
video synthesis
(1)
implicit neural representation
(1)
interpolation
(1)
distribution shift
(1)
efficient computing
(1)
Papers
Improving Motion in Image-to-Video Models via Adaptive Low-Pass Guidance
CVPR 2026
Controllable Human Image Generation with Personalized Multi-Garments
CVPR 2025
Efficient Long Video Tokenization via Coordinate-based Patch Reconstruction
CVPR 2025
Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think
ICLR 2025
Data-Efficient Molecular Generation with Hierarchical Textual Inversion
ICML 2024
Efficient Video Diffusion Models via Content-Frame Motion-Latent Decomposition
ICLR 2024
Enhancing Multiple Reliability Measures via Nuisance-Extended Information Bottleneck
CVPR 2023
Learning Large-scale Neural Fields via Context Pruned Meta-Learning
NeurIPS 2023
Video Probabilistic Diffusion Models in Projected Latent Space
CVPR 2023
Consistency Regularization for Adversarial Robustness
AAAI 2022
Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks
ICLR 2022
Scalable Neural Video Representations with Learnable Positional Features
NeurIPS 2022
RoMA: Robust Model Adaptation for Offline Model-based Optimization
NeurIPS 2021