ENTITY
Compositional Sparsity
Compositional Sparsity
PulseAugur coverage of Compositional Sparsity — every cluster mentioning Compositional Sparsity across labs, papers, and developer communities, ranked by signal.
Total · 30d
2
2 over 90d
Releases · 30d
0
0 over 90d
Papers · 30d
2
2 over 90d
TIER MIX · 90D
TOPICS
SENTIMENT · 30D
1 day(s) with sentiment data
RECENT · PAGE 1/1 · 2 TOTAL
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Compositionality Emerges in Neural Networks Within Specific Depth-Connectivity Sweet Spot
Researchers have identified that compositionality in neural networks emerges within a specific, narrow range of depth and connectivity. This phenomenon is highly dependent on the sparsity of connections rather than just…
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Homological Neural Networks leverage compositional sparsity for efficient architecture design
Researchers have developed Homological Neural Networks (HNNs) that leverage compositional sparsity as an inductive bias for designing neural architectures. These networks are significantly sparser than standard deep neu…