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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.

168,742 papers · 148 categories

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0111 · Apr 202019922001200920172026
4 results for “temporal-aware”
Towards Temporal-Aware Multi-Modal Retrieval Augmented Generation in Financeq-fin.CP

FinTMMBench benchmarks RAG systems for finance tasks across multiple data types and time periods.

problem Evaluating temporal-aware multi-modal retrieval augmented generation in finance.
method TMMHybridRAG method that converts and integrates data from various modalities and temporal information.
result Demonstrated effectiveness of TMMHybridRAG in diverse financial analysis tasks.
financeRAGmulti-modaltemporal-awarebenchmark
2025-03-07abs ↗pdf ↗
Space-Time Domain Tensor Neural Networks: An Application on Human Pose Classificationcs.LG

Tensor neural network improves human pose classification from 3D skeleton data.

problem Efficiently processing spatiotemporal data for human pose classification.
method Proposes a tensor-based neural network with three components: spatiotemporal feature construction, tensor fusion, and tensor-based neural network processing.
result Achieves state-of-the-art performance in human pose classification.
Tensor Neural NetworksHuman Pose Classification3D Skeleton DataSpatiotemporal FeaturesCompact Representations
2020-04-17abs ↗pdf ↗