Youngwan Lee
9 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (24) π£ Hot Topic Early Bird
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model compression
(2)
transformer architecture
(2)
self-supervised learning
(2)
object detection
(2)
attention mechanism
(2)
efficient computing
(1)
instance segmentation
(1)
video understanding
(1)
in-context learning
(1)
knowledge distillation
(1)
image generation
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information density
(1)
u-net architecture
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out-of-distribution generalization
(1)
feature representation
(1)
text-to-image synthesis
(1)
vision transformer
(1)
frame selection
(1)
iterative learning
(1)
semantic segmentation
(1)
Papers
A Training-Free Sub-quadratic Cost Transformer Model Serving Framework with Hierarchically Pruned Attention
ICLR 2025
Training Free Exponential Context Extension via Cascading KV Cache
ICLR 2025
VideoICL: Confidence-based Iterative In-context Learning for Out-of-Distribution Video Understanding
CVPR 2025
EVEREST: Efficient Masked Video Autoencoder by Removing Redundant Spatiotemporal Tokens
ICML 2024
KOALA: Empirical Lessons Toward Memory-Efficient and Fast Diffusion Models for Text-to-Image Synthesis
NeurIPS 2024
Exploring The Role of Mean Teachers in Self-supervised Masked Auto-Encoders
ICLR 2023
Sparse Token Transformer with Attention Back Tracking
ICLR 2023
MPViT: Multi-Path Vision Transformer for Dense Prediction
CVPR 2022
CenterMask: Real-Time Anchor-Free Instance Segmentation
CVPR 2020