Seungbae Kim
7 papers · 2022–2024 · 7 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI · Artificial Intelligence
(5)
Deep Learning
(3)
Healthcare & Medicine
(3)
Machine Learning
(3)
Clinical
(3)
Computer Vision
(2)
Application Areas
(2)
Architectures
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Natural Language Processing
(1)
Speech & Audio
(1)
Analysis
(1)
Core AI · Computer Vision
(1)
Keywords
mental health
(3)
multimodal learning
(3)
acoustic feature
(2)
prompt engineering
(1)
speech processing
(1)
video understanding
(1)
speech analysis
(1)
latent representation
(1)
convolutional neural network
(1)
gesture recognition
(1)
cross-attention mechanism
(1)
visual feature
(1)
risk prediction
(1)
mild cognitive impairment
(1)
depression detection
(1)
visual-semantic mapping
(1)
linguistic feature
(1)
evidence extraction
(1)
multilingual natural language processing
(1)
co-speech gesture
(1)
Papers
A Dual-Prompting for Interpretable Mental Health Language Models
EACL 2024
Detecting Bipolar Disorder from Misdiagnosed Major Depressive Disorder with Mood-Aware Multi-Task Learning
NAACL 2024
The Interspeech 2024 TAUKADIAL Challenge: Multilingual Mild Cognitive Impairment Detection with Multimodal Approach
Interspeech 2024
Learning Co-Speech Gesture for Multimodal Aphasia Type Detection
EMNLP 2023
D-vlog: Multimodal Vlog Dataset for Depression Detection
AAAI 2022
Explaining Deep Convolutional Neural Networks via Latent Visual-Semantic Filter Attention
CVPR 2022
FairGRAPE: Fairness-Aware GRAdient Pruning mEthod for Face Attribute Classification
ECCV 2022