Paper Citation Record · LEDGER

SMM-Conv: Scalar Matrix Multiplication with Zero Packing for Accelerated Convolution

As of 12 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2411.15659.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2411.15659 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T14:08:42.215123Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

24 of 24 outbound references displayed

verified exact0
verified fuzzy21
unresolved3
parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f5e0ace0-14c5-48b6-a018-ad0b33943f75 · outbound

This paper cites Hypernetwork-based adap- tive image restoration.

SMM-Conv: Scalar Matrix Multiplication with Zero Packing for Accelerated Convolution Hypernetwork-based adap- tive image restoration

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:08:43.396438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3b341dc8-5c6c-4658-bc13-f6a4eb21ed88 · outbound

This paper cites The gray- code filter kernels.

SMM-Conv: Scalar Matrix Multiplication with Zero Packing for Accelerated Convolution The gray- code filter kernels

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:08:43.264493Z

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Observation 1df2ce96-8278-4c3e-a33a-d437961d2e01 · outbound

This paper cites An updated set of basic linear algebra subprograms (blas).

SMM-Conv: Scalar Matrix Multiplication with Zero Packing for Accelerated Convolution An updated set of basic linear algebra subprograms (blas)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:08:43.245200Z

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Observation 058059d8-4424-4157-a710-002c6a60184b · outbound

This paper cites Mec: memory-efficient con- volution for deep neural network.

SMM-Conv: Scalar Matrix Multiplication with Zero Packing for Accelerated Convolution Mec: memory-efficient con- volution for deep neural network

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:08:43.171267Z

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Observation 443c52da-3472-4bb0-9d81-71795434567b · outbound

This paper cites The role of redundant bases and shrinkage functions in image denoising.

SMM-Conv: Scalar Matrix Multiplication with Zero Packing for Accelerated Convolution The role of redundant bases and shrinkage functions in image denoising

Reference 5

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Observation 6e74d1b1-c414-449c-8754-f714c5881a78 · outbound

This paper cites Yolo- lite: a real-time object detection algorithm optimized for non-gpu computers.

SMM-Conv: Scalar Matrix Multiplication with Zero Packing for Accelerated Convolution Yolo- lite: a real-time object detection algorithm optimized for non-gpu computers

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:08:43.066436Z

Source-reported events for the cited work

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Observation 527fe03e-f8e6-4d1a-9775-f360193af5a6 · outbound

This paper cites Math kernel library https://software.intel.com/en- us/intel-mkl, 2015.

SMM-Conv: Scalar Matrix Multiplication with Zero Packing for Accelerated Convolution Math kernel library https://software.intel.com/en- us/intel-mkl, 2015

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:08:43.032972Z

Source-reported events for the cited work

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Observation b56a1c18-956e-4c30-8861-89f330a847b9 · outbound

This paper cites Speeding up Convolutional Neural Networks with Low Rank Expansions.

SMM-Conv: Scalar Matrix Multiplication with Zero Packing for Accelerated Convolution Speeding up Convolutional Neural Networks with Low Rank Expansions

Reference 8

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Source-reported events for the cited work

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Observation 8290373c-a042-45c2-ae2e-63546612ec80 · outbound

This paper cites Caffe: Convolutional architecture for fast feature embedding.

SMM-Conv: Scalar Matrix Multiplication with Zero Packing for Accelerated Convolution Caffe: Convolutional architecture for fast feature embedding

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:08:42.889340Z

Source-reported events for the cited work

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Observation 3493792c-dfd4-47c4-bc1a-ab08d2bf6f31 · outbound

This paper cites Imagenet classification with deep convolutional neural net- works.

SMM-Conv: Scalar Matrix Multiplication with Zero Packing for Accelerated Convolution Imagenet classification with deep convolutional neural net- works

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:08:42.877778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e67d21b9-0e09-4a51-8ab3-25740d93e9ca · outbound

This paper cites Fast algorithms for convo- lutional neural networks.

SMM-Conv: Scalar Matrix Multiplication with Zero Packing for Accelerated Convolution Fast algorithms for convo- lutional neural networks

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:08:42.803585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d1430eeb-ab27-4d64-bfdc-8991729a9770 · outbound

This paper cites The fast fourier transform.

SMM-Conv: Scalar Matrix Multiplication with Zero Packing for Accelerated Convolution The fast fourier transform

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:08:42.723829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7ddfd5c2-0007-4ad5-b85d-0cb1db1d77c7 · outbound

This paper cites https : / / docs.

SMM-Conv: Scalar Matrix Multiplication with Zero Packing for Accelerated Convolution https : / / docs

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:08:42.632547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9b29422c-ad6f-430b-98ed-ae0ca898e3f6 · outbound

This paper cites OpenMP application program interface version 3.0, May 2008.

SMM-Conv: Scalar Matrix Multiplication with Zero Packing for Accelerated Convolution OpenMP application program interface version 3.0, May 2008

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:08:42.620272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cce3d7df-087f-4d51-ae4b-eb9fda560fd5 · outbound

This paper cites Pytorch: An im- perative style, high-performance deep learning library.

SMM-Conv: Scalar Matrix Multiplication with Zero Packing for Accelerated Convolution Pytorch: An im- perative style, high-performance deep learning library

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:08:42.565871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c6ade52d-2a06-4d2f-a2ed-f61d6e2dc039 · outbound

This paper cites https : / / pytorch.

SMM-Conv: Scalar Matrix Multiplication with Zero Packing for Accelerated Convolution https : / / pytorch

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:08:42.463861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1d27b63b-b91a-4e7a-92fe-5554e185a555 · outbound

This paper cites Binary neural networks: A survey.

SMM-Conv: Scalar Matrix Multiplication with Zero Packing for Accelerated Convolution Binary neural networks: A survey

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:08:42.453029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 17f8bbad-6986-4f80-ac13-c30a52efbd55 · outbound

This paper cites You only look once: Unified, real-time object de- tection.

SMM-Conv: Scalar Matrix Multiplication with Zero Packing for Accelerated Convolution You only look once: Unified, real-time object de- tection

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:08:42.438175Z

Source-reported events for the cited work

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Observation 13521e05-b8ad-4b0f-bfe8-3bbab3a0a1ef · outbound

This paper cites Learning separable filters.

SMM-Conv: Scalar Matrix Multiplication with Zero Packing for Accelerated Convolution Learning separable filters

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:08:42.373738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation eb1f89d4-1458-4206-92bd-f6576008dba0 · outbound

This paper cites Very deep convo- lutional networks for large-scale image recognition.

SMM-Conv: Scalar Matrix Multiplication with Zero Packing for Accelerated Convolution Very deep convo- lutional networks for large-scale image recognition

Reference 20

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Source-reported events for the cited work

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Observation 73929c53-cb5e-4592-8b35-dabd6bee1e91 · outbound

This paper cites Improving the speed of neural networks on cpus.[(accessed on 1 may 2019)]; deep learning & unsupervised feature learning workshop nips.

SMM-Conv: Scalar Matrix Multiplication with Zero Packing for Accelerated Convolution Improving the speed of neural networks on cpus.[(accessed on 1 may 2019)]; deep learning & unsupervised feature learning workshop nips

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:08:42.323223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 61618298-93d9-48cc-82c5-219770446ba2 · outbound

This paper cites Arithmetic complexity of computations , volume 33.

SMM-Conv: Scalar Matrix Multiplication with Zero Packing for Accelerated Convolution Arithmetic complexity of computations , volume 33

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:08:42.311659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5e04f4eb-fb11-4d04-a4de-402b0dfdb4eb · outbound

This paper cites Effi- cient mobile implementation of a cnn-based object recogni- tion system.

SMM-Conv: Scalar Matrix Multiplication with Zero Packing for Accelerated Convolution Effi- cient mobile implementation of a cnn-based object recogni- tion system

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T14:08:42.211672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7de73f96-2054-4e59-8828-70293dbf4c74 · outbound

This paper cites High performance zero-memory overhead direct convolutions.

SMM-Conv: Scalar Matrix Multiplication with Zero Packing for Accelerated Convolution High performance zero-memory overhead direct convolutions

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:08:42.293515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

No inbound Pith citation observations are available.