Author

Mathis Bode

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Preprint Aug 2026

LongVU-TTT: Causal Test-Time Training for Visual Resampling in Long Video Understanding

LongVU-TTT is introduced, which inserts a convolutional Test-Time Training (TTT) resampler with causal fast-weight updates between the vision encoder and the LLM, and is stronger than attention- and fixed-state recurrent resamplers across three benchmarks.

Mahmoud Ahmed, Sameh Abdulah, Olatunji Ruwase et al. · 0 citations