7 citations · 12 across the 11 of their papers we have counts for
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cs.CV2025
Do Modern Video-LLMs Need to Listen? A Benchmark Audit and Scalable Remedy
Geewook Kim, Minjoon Seo
Speech and audio encoders developed over years of community effort are routinely excluded from video understanding pipelines, not because they fail, but because benchmarks never re…
cs.CV2025
State-Space Hierarchical Compression with Gated Attention and Learnable Sampling for Hour-Long Video Understanding in Large Multimodal Models
Geewook Kim, Minjoon Seo
We propose an efficient framework to compress massive video-frame features before feeding them into large multimodal models, thereby mitigating the severe token explosion arising f…