Jongjin Park
6 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
(19)
🐣
Hot Topic Early Bird
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Learning Types
(4)
Core AI · Artificial Intelligence
(3)
Deep Learning
(2)
Application Areas
(2)
Learning Paradigms
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Applications
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Generation
(1)
Keywords
knowledge distillation
(2)
preference-based reinforcement learning
(2)
semi-supervised learning
(1)
few-shot learning
(1)
imitation learning
(1)
robotic manipulation
(1)
model calibration
(1)
data augmentation
(1)
text summarization
(1)
vector quantization
(1)
reward function
(1)
reward learning
(1)
convolutional neural network
(1)
meta-reinforcement learning
(1)
behavioral cloning
(1)
retrieval-augmented generation
(1)
predictive distribution
(1)
few-shot classification
(1)
open-domain question answering
(1)
overfitting prevention
(1)
Papers
SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs
ICLR 2024
Preference Transformer: Modeling Human Preferences using Transformers for RL
ICLR 2023
Meta-Learning with Self-Improving Momentum Target
NeurIPS 2022
SURF: Semi-supervised Reward Learning with Data Augmentation for Feedback-efficient Preference-based Reinforcement Learning
ICLR 2022
Object-Aware Regularization for Addressing Causal Confusion in Imitation Learning
NeurIPS 2021
Regularizing Class-Wise Predictions via Self-Knowledge Distillation
CVPR 2020