Jiyoung Lee | DeepAI

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Jun-Yan Zhu
59 publications
Jung-Woo Ha
58 publications
Seungryong Kim
58 publications
Joon Son Chung
56 publications
Marzyeh Ghassemi
54 publications
Edward Choi
50 publications
Minjoon Seo
45 publications
Sangdoo Yun
44 publications
Kwanghoon Sohn
41 publications
Sanghyuk Chun
34 publications
Hyunwoo J. Kim
31 publications

∙ 08/24/2023

Dense Text-to-Image Generation with Attention Modulation

Existing text-to-image diffusion models struggle to synthesize realistic...

0 Yunji Kim, et al. ∙

∙ 08/08/2023

Hierarchical Visual Primitive Experts for Compositional Zero-Shot Learning

Compositional zero-shot learning (CZSL) aims to recognize unseen composi...

0 Hanjae Kim, et al. ∙

∙ 08/03/2023

VisAlign: Dataset for Measuring the Degree of Alignment between AI and Humans in Visual Perception

AI alignment refers to models acting towards human-intended goals, prefe...

0 Jiyoung Lee, et al. ∙

∙ 04/11/2023

Panoramic Image-to-Image Translation

In this paper, we tackle the challenging task of Panoramic Image-to-Imag...

0 Soohyun Kim, et al. ∙

∙ 04/10/2023

Three Recipes for Better 3D Pseudo-GTs of 3D Human Mesh Estimation in the Wild

Recovering 3D human mesh in the wild is greatly challenging as in-the-wi...

0 Gyeongsik Moon, et al. ∙

∙ 03/17/2023

Dual-path Adaptation from Image to Video Transformers

In this paper, we efficiently transfer the surpassing representation pow...

0 Jungin Park, et al. ∙

∙ 03/14/2023

Let 2D Diffusion Model Know 3D-Consistency for Robust Text-to-3D Generation

Text-to-3D generation has shown rapid progress in recent days with the a...

0 Junyoung Seo, et al. ∙

∙ 02/27/2023

Imaginary Voice: Face-styled Diffusion Model for Text-to-Speech

The goal of this work is zero-shot text-to-speech synthesis, with speaki...

0 Jiyoung Lee, et al. ∙

∙ 02/03/2023

Robust Camera Pose Refinement for Multi-Resolution Hash Encoding

Multi-resolution hash encoding has recently been proposed to reduce the ...

0 Hwan Heo, et al. ∙

∙ 01/27/2023

Semi-Parametric Video-Grounded Text Generation

Efficient video-language modeling should consider the computational cost...

0 Sungdong Kim, et al. ∙

∙ 10/24/2022

Language-free Training for Zero-shot Video Grounding

Given an untrimmed video and a language query depicting a specific tempo...

0 Dahye Kim, et al. ∙

∙ 10/24/2022

Specializing Multi-domain NMT via Penalizing Low Mutual Information

Multi-domain Neural Machine Translation (NMT) trains a single model with...

0 Jiyoung Lee, et al. ∙

∙ 09/22/2022

MIDMs: Matching Interleaved Diffusion Models for Exemplar-based Image Translation

We present a novel method for exemplar-based image translation, called m...

0 Junyoung Seo, et al. ∙

∙ 07/27/2022

PointFix: Learning to Fix Domain Bias for Robust Online Stereo Adaptation

Online stereo adaptation tackles the domain shift problem, caused by dif...

0 Kwonyoung Kim, et al. ∙

∙ 05/25/2022

Mutual Information Divergence: A Unified Metric for Multimodal Generative Models

Text-to-image generation and image captioning are recently emerged as a ...

0 Jin-Hwa Kim, et al. ∙

∙ 04/08/2022

Probabilistic Representations for Video Contrastive Learning

This paper presents Probabilistic Video Contrastive Learning, a self-sup...

0 Jungin Park, et al. ∙

∙ 04/07/2022

Pin the Memory: Learning to Generalize Semantic Segmentation

The rise of deep neural networks has led to several breakthroughs for se...

0 Jin Kim, et al. ∙

∙ 02/06/2022

Multi-domain Unsupervised Image-to-Image Translation with Appearance Adaptive Convolution

Over the past few years, image-to-image (I2I) translation methods have b...

0 Somi Jeong, et al. ∙

∙ 12/01/2021

Translation-equivariant Image Quantizer for Bi-directional Image-Text Generation

Recently, vector-quantized image modeling has demonstrated impressive pe...

2 Woncheol Shin, et al. ∙

∙ 10/24/2021

Conditional Generation of Periodic Signals with Fourier-Based Decoder

Periodic signals play an important role in daily lives. Although convent...

0 Jiyoung Lee, et al. ∙

∙ 10/22/2021

Wide and Narrow: Video Prediction from Context and Motion

Video prediction, forecasting the future frames from a sequence of input...

0 Jaehoon Cho, et al. ∙

∙ 08/31/2021

Self-balanced Learning For Domain Generalization

Domain generalization aims to learn a prediction model on multi-domain s...

0 Jin Kim, et al. ∙

∙ 08/08/2021

Unifying Heterogenous Electronic Health Records Systems via Text-Based Code Embedding

Substantial increase in the use of Electronic Health Records (EHRs) has ...

0 Kyunghoon Hur, et al. ∙

∙ 04/29/2021

Bridge to Answer: Structure-aware Graph Interaction Network for Video Question Answering

This paper presents a novel method, termed Bridge to Answer, to infer co...

0 Jungin Park, et al. ∙

∙ 03/25/2021

Looking into Your Speech: Learning Cross-modal Affinity for Audio-visual Speech Separation

In this paper, we address the problem of separating individual speech si...

0 Jiyoung Lee, et al. ∙

∙ 07/17/2020

SumGraph: Video Summarization via Recursive Graph Modeling

The goal of video summarization is to select keyframes that are visually...

0 Jungin Park, et al. ∙

∙ 08/16/2019

Context-Aware Emotion Recognition Networks

Traditional techniques for emotion recognition have focused on the facia...

2 Jiyoung Lee, et al. ∙

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