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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,695 papers · 148 categories

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0111 · Aug 202419922001200920172026
1 result for “PolyMNIST”
A Markov Random Field Multi-Modal Variational AutoEncodercs.LG

Integrates MRF into multimodal VAE for better complex intermodal interactions.

problem Lack of effective modeling of complex intermodal interactions in multimodal VAEs.
method Incorporates Markov Random Field into prior and posterior distributions of multimodal VAE.
result Demonstrates superior performance in managing complex intermodal dependencies.
Markov Random FieldMulti-modal Variational AutoEncoderComplex Intermodal InteractionsPolyMNISTSynthetic Dataset
2024-08-18abs ↗pdf ↗