Yumin Suh
16 papers · 2015–2025 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (37)
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Topic Evolution
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Keyword Collector
(63)
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Century Club Β· Bronze
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Conference Pioneer
Top co-authors
Research topics
Machine Learning
(10)
Computer Vision
(9)
Analysis
(7)
Application Areas
(6)
Learning Types Β· Machine Learning
(6)
Artificial Intelligence
(4)
Deep Learning
(4)
Core Methods
(3)
Mathematics & Optimization
(2)
Architectures
(2)
Core AI
(2)
Learning Paradigms
(2)
Learning Types Β· Deep Learning
(2)
Optimization
(2)
Processing
(2)
Keywords
knowledge distillation
(3)
multi-task learning
(3)
open-vocabulary object detection
(2)
object detection
(2)
computational efficiency
(2)
open-vocabulary detection
(2)
metric learning
(1)
image segmentation
(1)
model compression
(1)
image retrieval
(1)
graph theory
(1)
graph matching
(1)
human analysis
(1)
catastrophic forgetting
(1)
face recognition
(1)
domain adaptation
(1)
model evaluation
(1)
feature embedding
(1)
neural architecture search
(1)
continual learning
(1)
Papers
Progressive Token Length Scaling in Transformer Encoders for Efficient Universal Segmentation
ICLR 2025
Generating Enhanced Negatives for Training Language-Based Object Detectors
CVPR 2024
Taming Self-Training for Open-Vocabulary Object Detection
CVPR 2024
Confidence and Dispersity Speak: Characterizing Prediction Matrix for Unsupervised Accuracy Estimation
ICML 2023
Efficient Controllable Multi-Task Architectures
ICCV 2023
OmniLabel: A Challenging Benchmark for Language-Based Object Detection
ICCV 2023
Split To Learn: Gradient Split for Multi-Task Human Image Analysis
WACV 2023
Controllable Dynamic Multi-Task Architectures
CVPR 2022
Learning Semantic Segmentation from Multiple Datasets with Label Shifts
ECCV 2022
On Generalizing Beyond Domains in Cross-Domain Continual Learning
CVPR 2022
Cross-Domain Similarity Learning for Face Recognition in Unseen Domains
CVPR 2021
Learning to Optimize Domain Specific Normalization for Domain Generalization
ECCV 2020
Stochastic Class-Based Hard Example Mining for Deep Metric Learning
CVPR 2019
Part-Aligned Bilinear Representations for Person Re-Identification
ECCV 2018
Discrete Tabu Search for Graph Matching
ICCV 2015
Subgraph Matching Using Compactness Prior for Robust Feature Correspondence
CVPR 2015