Future Data Systems

DAWNBench: An End-to-End Deep Learning Benchmark and Competition

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End-to-end earthquake detection pipeline via efficient time series similarity search

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ASAP: Prioritizing Attention via Time Series Smoothing

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ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)

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Simple baselines for "Learned Indexes"

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MacroBase: A Search Engine for Fast Data

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Equivariant Transformer (ET) layers are image-to-image mappings that incorporate prior knowledge on invariances with respect to continuous transformations groups (ICML 2019). Paper: https://arxiv.org...

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2AD analysis prototype and logs from sample applications

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Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval (NeurIPS'21)

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Its BlazeIt because it's blazing fast

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