MAELRE combines progressive token merging with a switch from cheap linear attention to standard attention, reporting lower memory and FLOPs than existing long-context encoders on four modality classification benchmarks.
Vggsound: A large-scale audio-visual dataset
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Modality Agnostic Efficient Long Range Encoder
MAELRE combines progressive token merging with a switch from cheap linear attention to standard attention, reporting lower memory and FLOPs than existing long-context encoders on four modality classification benchmarks.