Youngwan Lee
9 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5) π Cross-Pollinator (14)
πΊοΈ
Taxonomy Completionist
(19)
π£
Hot Topic Early Bird
Conferences
ICLR (4)
CVPR (3)
ICML (1)
NIPS (1)
Top co-authors
Keywords
object detection
(2)
semantic segmentation
(1)
vision transformer
(1)
image generation
(1)
text-to-image synthesis
(1)
knowledge distillation
(1)
in-context learning
(1)
video understanding
(1)
instance segmentation
(1)
efficient computing
(1)
out-of-distribution generalization
(1)
u-net architecture
(1)
iterative learning
(1)
diffusion model
(1)
convolutional neural network
(1)
dense prediction
(1)
real-time inference
(1)
multi-scale feature
(1)
anchor-free detection
(1)
mask prediction
(1)
Papers
VideoICL: Confidence-based Iterative In-context Learning for Out-of-Distribution Video Understanding
CVPR 2025
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
KOALA: Empirical Lessons Toward Memory-Efficient and Fast Diffusion Models for Text-to-Image Synthesis
NIPS 2024
EVEREST: Efficient Masked Video Autoencoder by Removing Redundant Spatiotemporal Tokens
ICML 2024
Sparse Token Transformer with Attention Back Tracking
ICLR 2023
Exploring The Role of Mean Teachers in Self-supervised Masked Auto-Encoders
ICLR 2023
MPViT: Multi-Path Vision Transformer for Dense Prediction
CVPR 2022
CenterMask: Real-Time Anchor-Free Instance Segmentation
CVPR 2020