CrossPressor sidesteps the fusion bottleneck in long-sequence 3D reconstruction: training-free routing cuts 256-view cross-view fusion from 125 ms to 4.8 ms
As feed-forward 3D Gaussian splatting scales to more views, anchor-based compression fixes the decoder-facing representation but lets support-to-anchor fusion grow with view count. CrossPressor leaves released checkpoints untouched and routes support features before K/V projection with coverage-cycled offsets, spreading retained spatial evidence across support views and fusion layers. At 256 views it keeps 1.85% of dense QK interactions, cutting cross-view latency from 125.28 ms to 4.80 ms while rendering quality stays close to dense fusion.