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20142026
most citedInstant Neural Graphics Primitives with a Multiresolution Hash Encoding

4k citations

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cs.AI2026

NVAITC AI Scientist: A Governed End-to-End Research System -- A Hypertension GWAS Case Study

Eddie Huang, Ken Liao, Iven Fu +14

Agentic research systems are emerging as a new paradigm for coordinating scientific workflows beyond isolated model inference, code generation, or statistical analysis. However, de…

cs.AI2021★ 8 cited

A Data-Centric Approach for Training Deep Neural Networks with Less Data

Mohammad Motamedi, Nikolay Sakharnykh, Tim Kaldewey

While the availability of large datasets is perceived to be a key requirement for training deep neural networks, it is possible to train such models with relatively little data. Ho…

cs.AI2019

Solving Markov Decision Processes with Reachability Characterization from Mean First Passage Times

Shoubhik Debnath, Lantao Liu, Gaurav Sukhatme

A new mechanism for efficiently solving the Markov decision processes (MDPs) is proposed in this paper. We introduce the notion of reachability landscape where we use the Mean Firs…