Weonyoung Joo
5 papers · 2020–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Architectures
(2)
Core AI
(2)
Core Methods
(2)
Data Science & Analytics
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
causal inference
(1)
neural network training
(1)
few-shot learning
(1)
self-attention mechanism
(1)
bayesian learning
(1)
coreset selection
(1)
prompt learning
(1)
neural network optimization
(1)
fair classification
(1)
empirical risk minimization
(1)
bayesian modeling
(1)
distribution shift
(1)
semantic information
(1)
disentangled representation
(1)
variational autoencoder
(1)
latent space
(1)
sequential recommendation
(1)
vision-language model
(1)
recommender system
(1)
generalization performance
(1)
Papers
Make Prompts Adaptable: Bayesian Modeling for Vision-Language Prompt Learning with Data-Dependent Prior
AAAI 2024
Loss-Curvature Matching for Dataset Selection and Condensation
AISTATS 2023
Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder
AAAI 2021
Neutralizing Gender Bias in Word Embeddings with Latent Disentanglement and Counterfactual Generation
EMNLP 2020
Sequential Recommendation with Relation-Aware Kernelized Self-Attention
AAAI 2020