2 citations · 4 across the 6 of their papers we have counts for
4 papers · 1 filter
Actions and Objects Pathways for Domain Adaptation in Video Question Answering
Safaa Abdullahi Moallim Mohamud, Ho-Young Jung
In this paper, we introduce the Actions and Objects Pathways (AOPath) for out-of-domain generalization in video question answering tasks. AOPath leverages features from a large pre…
BTS: Bridging Text and Sound Modalities for Metadata-Aided Respiratory Sound Classification
June-Woo Kim, Miika Toikkanen, Yera Choi +2
Respiratory sound classification (RSC) is challenging due to varied acoustic signatures, primarily influenced by patient demographics and recording environments. To address this is…
Contrastive and Consistency Learning for Neural Noisy-Channel Model in Spoken Language Understanding
Suyoung Kim, Jiyeon Hwang, Ho-Young Jung
Recently, deep end-to-end learning has been studied for intent classification in Spoken Language Understanding (SLU). However, end-to-end models require a large amount of speech da…
RepAugment: Input-Agnostic Representation-Level Augmentation for Respiratory Sound Classification
June-Woo Kim, Miika Toikkanen, Sangmin Bae +2
Recent advancements in AI have democratized its deployment as a healthcare assistant. While pretrained models from large-scale visual and audio datasets have demonstrably generaliz…