Hyojin Bahng
7 papers · 2018–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (20) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
π§
Keyword Pioneer
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Conference Pioneer
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(5)
Artificial Intelligence
(3)
Learning Types Β· Machine Learning
(3)
Learning Types Β· Deep Learning
(3)
Computer Vision
(2)
Application Areas
(2)
Core AI
(2)
Generation
(2)
Models
(2)
Mathematics & Optimization
(1)
Architectures
(1)
Core Methods
(1)
Learning Paradigms
(1)
Optimization
(1)
Keywords
representation learning
(1)
shortcut learning
(1)
few-shot learning
(1)
image generation
(1)
domain generalization
(1)
domain adaptation
(1)
preference optimization
(1)
multimodal learning
(1)
text-to-image generation
(1)
image-to-image translation
(1)
neural network optimization
(1)
diffusion model
(1)
reward model
(1)
generative adversarial network
(1)
mixture of expert
(1)
cycle consistency
(1)
image-text alignment
(1)
identity preservation
(1)
modular norm
(1)
unsupervised learning
(1)
Papers
Cycle Consistency as Reward: Learning Image-Text Alignment without Human Preferences
ICCV 2025
Scalable Optimization in the Modular Norm
NeurIPS 2024
Exploring Unlabeled Faces for Novel Attribute Discovery
CVPR 2020
Learning De-biased Representations with Biased Representations
ICML 2020
Coloring With Limited Data: Few-Shot Colorization via Memory Augmented Networks
CVPR 2019
Coloring with Words: Guiding Image Colorization Through Text-based Palette Generation
ECCV 2018
MEGAN: Mixture of Experts of Generative Adversarial Networks for Multimodal Image Generation
IJCAI 2018