Search Results for author: Jaeyoon Kim

Found 5 papers, 2 papers with code

DaG LLM ver 1.0: Pioneering Instruction-Tuned Language Modeling for Korean NLP

no code implementations23 Nov 2023 Dongjun Jang, Sangah Lee, Sungjoo Byun, Jinwoong Kim, Jean Seo, Minseok Kim, Soyeon Kim, Chaeyoung Oh, Jaeyoon Kim, Hyemi Jo, Hyopil Shin

This paper presents the DaG LLM (David and Goliath Large Language Model), a language model specialized for Korean and fine-tuned through Instruction Tuning across 41 tasks within 13 distinct categories.

Language Modelling Large Language Model

An Autonomous Non-monolithic Agent with Multi-mode Exploration based on Options Framework

1 code implementation2 May 2023 Jaeyoon Kim, Junyu Xuan, Christy Liang, Farookh Hussain

The issue of `when' of a monolithic exploration in the usual RL exploration behaviour binds an exploratory action to an exploitational action of an agent.

Reinforcement Learning (RL)

Hierarchical Reinforcement Learning with Optimal Level Synchronization based on a Deep Generative Model

1 code implementation17 Jul 2021 Jaeyoon Kim, Junyu Xuan, Christy Liang, Farookh Hussain

We propose a novel HRL model supporting the optimal level synchronization using the off-policy correction technique with a deep generative model.

Hierarchical Reinforcement Learning reinforcement-learning +1

Virtual Piano using Computer Vision

no code implementations28 Oct 2019 Seongjae Kang, Jaeyoon Kim, Sung-Eui Yoon

Especially for detecting intensity, a new method of utilizing spatial, temporal CNNs model is devised.

Optical Flow Estimation

Fast 2-D Complex Gabor Filter with Kernel Decomposition

no code implementations18 Apr 2017 Suhyuk Um, Jaeyoon Kim, Dongbo Min

To obtain the 2-D complex Gabor filter bank output, existing methods are repeatedly applied with respect to multiple orientations and frequencies.

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