Stanley Jungkyu Choi
12 papers · 2018–2026 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (39)
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Topic Evolution
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Century Club · Bronze
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Unstoppable · Bronze
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Prolific Year · Productive
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Research topics
Artificial Intelligence
(9)
Deep Learning
(7)
Core AI
(7)
Machine Learning
(6)
Natural Language Processing
(6)
Learning Types · Deep Learning
(5)
Learning Paradigms
(4)
Models
(4)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Resources & Methods
(3)
Computer Vision
(2)
Speech & Audio
(2)
Applications
(2)
Optimization & Theory
(2)
Keywords
transfer learning
(2)
instruction tuning
(2)
zero-shot learning
(2)
domain adaptation
(1)
adversarial training
(1)
speech separation
(1)
in-context learning
(1)
data augmentation
(1)
bias mitigation
(1)
text generation
(1)
linear discriminant analysis
(1)
intent classification
(1)
neural text generation
(1)
model calibration
(1)
metric learning
(1)
reconstruction error
(1)
vector space
(1)
training efficiency
(1)
catastrophic forgetting
(1)
one-shot learning
(1)
Papers
A Debiased Reconstruction-based Framework for Training-Free Detection of AI-Generated Images
CVPR 2026
VinQA: Visual Elements Interleaved Long-form Answer Generation for Real-World Multimodal Document QA
CVPR 2026
APTTS: Adversarial Post-training in Latent Flow Matching for Fast and High-fidelity Text-to-Speech
Interspeech 2025
Deep Exploration of Cross-Lingual Zero-Shot Generalization in Instruction Tuning
ACL 2024
Efficient Dynamic Hard Negative Sampling for Dialogue Selection
ACL 2024
Instruction Matters: A Simple yet Effective Task Selection for Optimized Instruction Tuning of Specific Tasks
EMNLP 2024
Learning to Adapt Large Language Models to One-Shot In-Context Intent Classification on Unseen Domains
EMNLP 2024
Mitigating Biases for Instruction-following Language Models via Bias Neurons Elimination
ACL 2024
Investigation of Training Mute-Expressive End-to-End Speech Separation Networks for an Unknown Number of Speakers
Interspeech 2023
Local Temperature Beam Search: Avoid Neural Text DeGeneration via Enhanced Calibration
ACL 2023
Towards Continual Knowledge Learning of Language Models
ICLR 2022
Extrofitting: Enriching Word Representation and its Vector Space with Semantic Lexicons
ACL 2018