3 papers
cs.CV2026
SMART: MLLM-guided Temporal Alignment for Unifying Sign Language Recognition and Spotting
Eunjee Choi, JungHoon Sung, Seongwhan Cho +2
Continuous sign language recognition (CSLR) aims to recognize gloss sequences from unsegmented sign videos under weak sequence-level supervision. However, existing methods rely on…
cs.LG2025
CroMe: Multimodal Fake News Detection using Cross-Modal Tri-Transformer and Metric Learning
Eunjee Choi, Junhyun Ahn, XinYu Piao +1
Multimodal Fake News Detection has received increasing attention recently. Existing methods rely on independently encoded unimodal data and overlook the advantages of capturing int…
cs.LG2024
TraM : Enhancing User Sleep Prediction with Transformer-based Multivariate Time Series Modeling and Machine Learning Ensembles
Jinjae Kim, Minjeong Ma, Eunjee Choi +2
This paper presents a novel approach that leverages Transformer-based multivariate time series model and Machine Learning Ensembles to predict the quality of human sleep, emotional…