Jaeyoung Kim | DeepAI

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Hao Chen
339 publications
Qian Zhang
144 publications
Xiaokang Yang
95 publications
Ping Zhang
72 publications
Qiang Wu
51 publications
Minjoon Seo
45 publications
Mostafa El-Khamy
27 publications
Jungwon Lee
26 publications
Yi Lu
25 publications
Rui Feng
25 publications
Bin Sheng
19 publications

∙ 07/18/2023

Pseudo Outlier Exposure for Out-of-Distribution Detection using Pretrained Transformers

For real-world language applications, detecting an out-of-distribution (...

0 Jaeyoung Kim, et al. ∙

∙ 04/05/2023

DRAC: Diabetic Retinopathy Analysis Challenge with Ultra-Wide Optical Coherence Tomography Angiography Images

Computer-assisted automatic analysis of diabetic retinopathy (DR) is of ...

5 Bo Qian, et al. ∙

∙ 02/13/2023

Bag of Tricks for In-Distribution Calibration of Pretrained Transformers

While pre-trained language models (PLMs) have become a de-facto standard...

0 Jaeyoung Kim, et al. ∙

∙ 10/18/2022

Bag of Tricks for Developing Diabetic Retinopathy Analysis Framework to Overcome Data Scarcity

Recently, diabetic retinopathy (DR) screening utilizing ultra-wide optic...

0 Gitaek Kwon, et al. ∙

∙ 10/05/2022

Contextualized Generative Retrieval

The text retrieval task is mainly performed in two ways: the bi-encoder ...

0 Hyunji Lee, et al. ∙

∙ 05/31/2022

AI-based automated Meibomian gland segmentation, classification and reflection correction in infrared Meibography

Purpose: Develop a deep learning-based automated method to segment meibo...

0 Ripon Kumar Saha, et al. ∙

∙ 05/27/2022

Contrastive Siamese Network for Semi-supervised Speech Recognition

This paper introduces contrastive siamese (c-siam) network, an architect...

5 Soheil Khorram, et al. ∙

∙ 05/06/2021

Reducing Streaming ASR Model Delay with Self Alignment

Reducing prediction delay for streaming end-to-end ASR models with minim...

4 Jaeyoung Kim, et al. ∙

∙ 10/21/2020

Deep learning-based citation recommendation system for patents

In this study, we address the challenges in developing a deep learning-b...

0 Jaewoong Choi, et al. ∙

∙ 10/07/2020

Transformer Transducer: One Model Unifying Streaming and Non-streaming Speech Recognition

In this paper we present a Transformer-Transducer model architecture and...

0 Anshuman Tripathi, et al. ∙

∙ 09/07/2020

Githru: Visual Analytics for Understanding Software Development History Through Git Metadata Analysis

Git metadata contains rich information for developers to understand the ...

0 Youngtaek Kim, et al. ∙

∙ 10/23/2019

End-to-End Multi-Task Denoising for the Joint Optimization of Perceptual Speech Metrics

Although supervised learning based on a deep neural network has recently...

0 Jaeyoung Kim, et al. ∙

∙ 10/13/2019

T-GSA: Transformer with Gaussian-weighted self-attention for speech enhancement

Transformer neural networks (TNN) demonstrated state-of-art performance ...

0 Jaeyoung Kim, et al. ∙

∙ 10/13/2019

Transformer with Gaussian weighted self-attention for speech enhancement

The Transformer architecture recently replaced recurrent neural networks...

0 Jaeyoung Kim, et al. ∙

∙ 01/26/2019

End-to-End Multi-Task Denoising for joint SDR and PESQ Optimization

Supervised learning based on a deep neural network recently has achieved...

0 Jaeyoung Kim, et al. ∙

∙ 08/12/2018

Text classification using capsules

This paper presents an empirical exploration of the use of capsule netwo...

0 Jaeyoung Kim, et al. ∙

∙ 10/27/2017

BridgeNets: Student-Teacher Transfer Learning Based on Recursive Neural Networks and its Application to Distant Speech Recognition

Despite the remarkable progress achieved on automatic speech recognition...

0 Jaeyoung Kim, et al. ∙

∙ 01/10/2017

Residual LSTM: Design of a Deep Recurrent Architecture for Distant Speech Recognition

In this paper, a novel architecture for a deep recurrent neural network,...

0 Jaeyoung Kim, et al. ∙

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