3 papers
cs.CV2026
Efficient Quantization-Aware Distillation with Cross-Modal Alignment for Edge Vision-Language Models
Jinwoo Jeon, GyuYeop Do, Yubin Lim +4
Large-scale vision-language models (VLM) such as CLIP enable strong open-vocabulary reasoning, yet deploying these capabilities on resource-constrained edge devices remains challen…
eess.AS2025
Hybrid Decoding: Rapid Pass and Selective Detailed Correction for Sequence Models
Yunkyu Lim, Jihwan Park, Hyung Yong Kim +2
Recently, Transformer-based encoder-decoder models have demonstrated strong performance in multilingual speech recognition. However, the decoder's autoregressive nature and large s…
eess.AS2023
Joint unsupervised and supervised learning for context-aware language identification
Jinseok Park, Hyung Yong Kim, Jihwan Park +3
Language identification (LID) recognizes the language of a spoken utterance automatically. According to recent studies, LID models trained with an automatic speech recognition (ASR…