AGIPC achieves up to 3x speedup in GPU IPC by performing adaptive algebraic coarsening inside the solver while keeping results visually indistinguishable from the fine-scale version.
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Asymmetric token reduction, with distinct merging for queries and pruning for key-values plus layer-wise adaptation, delivers up to 28x speedup on 1000-frame 3D reconstruction inputs while preserving competitive quality.
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AGIPC: Adaptive In-Solve Algebraic Coarsening for GPU IPC
AGIPC achieves up to 3x speedup in GPU IPC by performing adaptive algebraic coarsening inside the solver while keeping results visually indistinguishable from the fine-scale version.
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Spark3R: Asymmetric Token Reduction Makes Fast Feed-Forward 3D Reconstruction
Asymmetric token reduction, with distinct merging for queries and pruning for key-values plus layer-wise adaptation, delivers up to 28x speedup on 1000-frame 3D reconstruction inputs while preserving competitive quality.