Author

Jaeho Choi

2 papers indexed here

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Preprint Aug 2026

Can Language Models Understand mmWave Data? Benchmarking Large Language Models for mmWave Radar-Based Human Understanding

Large language models (LLMs) have shown remarkable reasoning and generative capabilities, motivating their use as universal reasoning engines for perception. While modern approaches such as vision-language models (VLMs) have attempted to incorporate reasoning capabilities into visual sensing, the integration of LLMs wi...

Jeongwan Shin, Jaehyeon Kim, Donguk Ko et al. · 1 citation · ⚡1

#artificial intelligence Preprint Sep 2026

MVVBench: Benchmarking 4D Reasoning in Vision-Language Models

Multi-view video understanding requires integrating spatial and temporal evidence across multiple, often non-overlapping camera streams: tracking entities as they transition between viewpoints, aligning events across time, and reasoning about latent 4D continuity rather than any single visible frame. We introduce MVVBe...

Hyungjin Chung, Byeongjun Park, Joonseok Lee et al. · 0 citations