Seungwook Han
6 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(20)
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Hot Topic Early Bird
Venues
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Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Natural Language Processing
(2)
Core Methods
(2)
Resources & Methods
(2)
Computer Vision
(1)
Analysis
(1)
Architectures
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
contrastive learning
(2)
large language model
(2)
pretraining
(2)
representation learning
(2)
hierarchical planning
(1)
uncertainty quantification
(1)
in-context learning
(1)
instruction tuning
(1)
inverse dynamics
(1)
symbolic planning
(1)
generalization
(1)
learning rate
(1)
foundation model
(1)
supervised fine-tuning
(1)
task vector
(1)
context window
(1)
video diffusion model
(1)
batch size
(1)
deep ensemble
(1)
model diversity
(1)
Papers
Emergence and Effectiveness of Task Vectors in In-Context Learning: An Encoder Decoder Perspective
ICML 2025
Position: General Intelligence Requires Reward-based Pretraining
ICML 2025
Unveiling the Secret Recipe: A Guide For Supervised Fine-Tuning Small LLMs
ICLR 2025
Compositional Foundation Models for Hierarchical Planning
NeurIPS 2023
Multi-Symmetry Ensembles: Improving Diversity and Generalization via Opposing Symmetries
ICML 2023
Equivariant Self-Supervised Learning: Encouraging Equivariance in Representations
ICLR 2022