Yongchao Huang
PulseAugur coverage of Yongchao Huang — every cluster mentioning Yongchao Huang across labs, papers, and developer communities, ranked by signal.
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JEPA models shown to be equivalent to Hidden Markov Models
A new research paper proposes that Joint-Embedding Predictive Learning (JEPA) models, when fully time-indexed, exhibit the same computational structure as Hidden Markov Models (HMMs). The paper details how components of…
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Gaussian Mixture Attention offers linear-time sequence mixing
Researchers have introduced Gaussian Mixture Attention (GMA), a novel sequence mixing technique designed to overcome the quadratic scaling bottleneck of standard Transformer attention. GMA replaces explicit token-to-tok…
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New Framework Models Neural Inference as Active Evidence Accumulation
Researchers have introduced Neural Bayesian Sequential Routing (NBSR), a novel framework that models neural inference as active evidence accumulation within a hierarchical Directed Acyclic Graph (DAG). This approach all…