Youngmin Ro
8 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Academic Marathon (6) π Conference Polyglot (4) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (31)
π£
Hot Topic Early Bird
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π±
Topic Pioneer
π
Trend Setter
π
Conference Pioneer
Conferences
AAAI (4)
CVPR (2)
ECCV (1)
ICCV (1)
Top co-authors
Research topics
Keywords
model compression
(3)
generative model
(2)
efficient computing
(2)
transfer learning
(2)
domain generalization
(2)
convolutional neural network
(2)
vision transformer
(1)
adversarial learning
(1)
generative modeling
(1)
object detection
(1)
model architecture
(1)
network pruning
(1)
person re-identification
(1)
instance segmentation
(1)
image retrieval
(1)
image classification
(1)
neural network optimization
(1)
model adaptation
(1)
synthetic data generation
(1)
deepfake detection
(1)
Papers
SoMA: Singular Value Decomposed Minor Components Adaptation for Domain Generalizable Representation Learning
CVPR 2025
Emulating Self-attention with Convolution for Efficient Image Super-Resolution
ICCV 2025
SHViT: Single-Head Vision Transformer with Memory Efficient Macro Design
CVPR 2024
Differentially Private Normalizing Flows for Synthetic Tabular Data Generation
AAAI 2022
FrePGAN: Robust Deepfake Detection Using Frequency-Level Perturbations
AAAI 2022
FingerprintNet: Synthesized Fingerprints for Generated Image Detection
ECCV 2022
AutoLR: Layer-wise Pruning and Auto-tuning of Learning Rates in Fine-tuning of Deep Networks
AAAI 2021
Backbone Cannot Be Trained at Once: Rolling Back to Pre-Trained Network for Person Re-Identification
AAAI 2019