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 achieves up to 28x speedup on 1000-frame 3D reconstruction inputs by asymmetrically reducing query and key-value tokens in Vision Transformers while keeping 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
Spark3R achieves up to 28x speedup on 1000-frame 3D reconstruction inputs by asymmetrically reducing query and key-value tokens in Vision Transformers while keeping competitive quality.