Soochan Lee
7 papers · 2018–2025 · 5 venues · across top CS/AI venues
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Achievements
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🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (17)
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Topic Evolution
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Keyword Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Learning Paradigms
(3)
Learning Types
(3)
Computer Vision
(2)
Bayesian & Probabilistic
(2)
Core AI
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Natural Language Processing
(1)
Analysis
(1)
Core Methods
(1)
Generation · Natural Language Processing
(1)
Generation · Computer Vision
(1)
Models
(1)
Keywords
catastrophic forgetting
(2)
model-based planning
(1)
sequence modeling
(1)
continual learning
(1)
dirichlet process
(1)
bayesian nonparametrics
(1)
knowledge distillation
(1)
pedestrian detection
(1)
conditional generation
(1)
scalability
(1)
image-to-image translation
(1)
statistical model
(1)
occlusion handling
(1)
image inpainting
(1)
language model
(1)
generative adversarial network
(1)
mixture of expert
(1)
meta-reinforcement learning
(1)
false positive reduction
(1)
chain of thought
(1)
Papers
Distilling Reinforcement Learning Algorithms for In-Context Model-Based Planning
ICLR 2025
Learning to Continually Learn with the Bayesian Principle
ICML 2024
Recasting Continual Learning as Sequence Modeling
NeurIPS 2023
Recursion of Thought: A Divide-and-Conquer Approach to Multi-Context Reasoning with Language Models
ACL 2023
A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning
ICLR 2020
Harmonizing Maximum Likelihood with GANs for Multimodal Conditional Generation
ICLR 2019
Improving Occlusion and Hard Negative Handling for Single-Stage Pedestrian Detectors
CVPR 2018