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cs.CL2026
CHOP: Chunkwise Context-Preserving Framework for RAG on Multi Documents
Hyunseok Park, Jihyeon Kim, Jongeun Kim +1
Retrieval-Augmented Generation (RAG) systems lose retrieval accuracy when similar documents coexist in the vector database, causing unnecessary information, hallucinations, and fac…
cs.CV2026
Resource-Efficient RGB-Only Action Recognition for Edge Deployment
Dongsik Yoon, Jongeun Kim, Dayeon Lee
Resource-constrained assistive monitoring requires compact local video perception and an explicit understanding of how recognition reliability changes under common visual degradati…
cs.CV2026
From Prompts to Deployment: Auto-Curated Domain-Specific Dataset Generation via Diffusion Models
Dongsik Yoon, Jongeun Kim
In this paper, we present an automated pipeline for generating domain-specific synthetic datasets with diffusion models, addressing the distribution shift between pre-trained model…