AIBullisharXiv – CS AI · 3h ago7/10
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Tensor Memory: Fixed-Size Recurrent State for Long-Horizon Transformers
Researchers introduce Tensor Memory, a fixed-size recurrent module that augments Transformers with persistent 3D spatial state for improved long-sequence processing. The approach enables better video understanding and occlusion reasoning by decoupling memory capacity from input length while maintaining computational efficiency.