Learning Transferable Visual Models From Natural Language Supervision

Alec Radford, Jong Wook Kim, Chris Hallacy, +9

arXiv (Cornell University)

Few-shot LearningEngineeringMachine LearningNatural Language ProcessingMultimodal Llm +15

Robust Speech Recognition via Large-Scale Weak Supervision

Alec Radford, Jong Wook Kim, Tao Xu, +3

arXiv (Cornell University)

EngineeringMachine LearningMultilingual PretrainingSpeech RecognitionNatural Language Processing +16

Q-Learning Algorithms: A Comprehensive Classification and Applications

Beakcheol Jang, Myeonghwi Kim, Gaspard Harerimana, +1

IEEE Access

Artificial IntelligenceEngineeringMachine LearningAlgorithmic LearningMulti-agent Learning +14

Bi-LSTM Model to Increase Accuracy in Text Classification: Combining Word2vec CNN and Attention Mechanism

Beakcheol Jang, Myeonghwi Kim, Gaspard Harerimana, +2

Applied Sciences

Word2vec CnnConvolutional Neural NetworkEngineeringMachine LearningMultilingual Pretraining +19

Robust fine-tuning of zero-shot models

Mitchell Wortsman, Gabriel Ilharco, Jong Wook Kim, +8

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Few-shot LearningConvolutional Neural NetworkEngineeringMachine LearningImage Analysis +16

Word2vec convolutional neural networks for classification of news articles and tweets

Beakcheol Jang, Inhwan Kim, Jong Wook Kim

PLoS ONE

Natural Language ProcessingConvolutional Neural NetworkCbow ModelEngineeringMachine Learning +13

Text and Code Embeddings by Contrastive Pre-Training

Arvind Neelakantan, Tao Xu, Raul Puri, +22

arXiv (Cornell University)

Llm Fine-tuningEngineeringMachine LearningCross-lingual RepresentationText Embedding Models +18

Development of a market penetration forecasting model for Hydrogen Fuel Cell Vehicles considering infrastructure and cost reduction effects

Sang Yong Park, Jong Wook Kim, Duk Hee Lee

Energy Policy

EngineeringHydrogen-based MicrogridsEnergy ManagementIncluding Vehicle-to-gridHydrogen Transport +7

Health Big Data Analytics: A Technology Survey

Gaspard Harerimana, Beakcheol Jang, Jong Wook Kim, +1

IEEE Access

EngineeringVast AvailabilityBig Data AnalyticsBig Data ModelData Science +18

Jukebox: A Generative Model for Music

Prafulla Dhariwal, Heewoo Jun, Christine Payne, +3

arXiv (Cornell University)

MusicComputational MusicologyEngineeringMachine LearningData Science +12