Paper Citation Record · LEDGER

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs

As of 17 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2507.07885.

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

pith.paper-citation-record.v1
2507.07885 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:36:45.399916Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

51 of 51 outbound references displayed

verified exact2
verified fuzzy5
unresolved42
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a053be28-ca1f-458e-a65e-36423390ca36 · outbound

This paper cites Efficient Multiplication and Division Using MSP430 ™ MCUs.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Efficient Multiplication and Division Using MSP430 ™ MCUs

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:36:48.295537Z

Source-reported events for the cited work

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Observation cd9660d4-8ba2-4312-bb5d-040ef161699d · outbound

This paper cites MSP430 User Guide.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs MSP430 User Guide

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:36:48.278288Z

Source-reported events for the cited work

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Observation 00aa0b54-120a-4e3a-9b81-b794ef602690 · outbound

This paper cites an unresolved cited work.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 3

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Source-reported events for the cited work

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Observation 4d6f0dc8-1721-4592-92a2-81505347e624 · outbound

This paper cites an unresolved cited work.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 4

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Observation 08b5c7f2-cdc6-4478-a502-96d98b144a92 · outbound

This paper cites an unresolved cited work.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 5

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Source-reported events for the cited work

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Observation 5670d10e-1aad-43a8-b3a8-8b9f912c9d6f · outbound

This paper cites an unresolved cited work.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 6

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Source-reported events for the cited work

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Observation 035117fd-5ae3-4f73-8dfd-c685efafdaca · outbound

This paper cites an unresolved cited work.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 7

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Source-reported events for the cited work

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Observation 164dd18b-e9a1-4477-af30-c60f4e476ab8 · outbound

This paper cites A Survey of Model Compression and Acceleration for Deep Neural Networks.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs A Survey of Model Compression and Acceleration for Deep Neural Networks

Reference 8

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Source-reported events for the cited work

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Observation a336305f-f56e-44bf-a76d-04fc0e97b113 · outbound

This paper cites an unresolved cited work.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 9

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Source-reported events for the cited work

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Observation dcdf90a0-c4d8-4478-a7b4-488723209bba · outbound

This paper cites an unresolved cited work.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:36:48.167586Z

Source-reported events for the cited work

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Observation 9a3ba9cf-9f39-43a9-b8b2-d3728d44d1e9 · outbound

This paper cites Memory-efficient Energy-adaptive Inference of Pre-Trained Models on Batteryless Embedded Systems.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Memory-efficient Energy-adaptive Inference of Pre-Trained Models on Batteryless Embedded Systems

Reference 11

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Source-reported events for the cited work

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Observation 81420f9e-65f2-4dca-ac17-08107619bfcf · outbound

This paper cites an unresolved cited work.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 12

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Observation 9a48f0b2-423a-48a4-b7fa-3a79b1a0c241 · outbound

This paper cites an unresolved cited work.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 13

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Source-reported events for the cited work

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Observation 4498be41-2a36-4a2b-88a8-f89a48a97757 · outbound

This paper cites an unresolved cited work.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:36:48.119919Z

Source-reported events for the cited work

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Observation 3b1226d6-c655-49d6-8679-ada61f60bd74 · outbound

This paper cites Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding

Reference 15

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Source-reported events for the cited work

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Observation 77d01586-638a-40a7-8897-a88a4a7d33c6 · outbound

This paper cites an unresolved cited work.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 16

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Source-reported events for the cited work

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Observation 66a10786-4a0f-4a4b-99ed-046dd8d79c15 · outbound

This paper cites an unresolved cited work.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 17

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Source-reported events for the cited work

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Observation 99cf0963-93a3-4ec0-8fb8-03e7d8dc6430 · outbound

This paper cites Zygarde: Time-Sensitive On-Device Deep Inference and Adaptation on Intermittently-Powered Systems.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Zygarde: Time-Sensitive On-Device Deep Inference and Adaptation on Intermittently-Powered Systems

Reference 18

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Source-reported events for the cited work

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Observation 65958021-1530-4c12-a40d-4b1fedeb99b6 · outbound

This paper cites an unresolved cited work.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:36:48.069654Z

Source-reported events for the cited work

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Observation 913927dc-5e32-4662-9b0c-5412f9705a85 · outbound

This paper cites Zero-bias autoencoders and the benefits of co-adapting features.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Zero-bias autoencoders and the benefits of co-adapting features

Reference 20

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Source-reported events for the cited work

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Observation e15fa6a6-9dde-441c-8fc0-7274db57e8e4 · outbound

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UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 21

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Source-reported events for the cited work

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Observation ac42e227-a5e8-40c4-bd33-26136d8bd9c3 · outbound

This paper cites an unresolved cited work.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 22

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Source-reported events for the cited work

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Observation 6066c422-f4f5-4d90-a47e-1c809b2ee88f · outbound

This paper cites an unresolved cited work.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 23

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Source-reported events for the cited work

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Observation a5574906-13b0-44c6-a4c0-93e64990776f · outbound

This paper cites Pruning Filters for Efficient ConvNets.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Pruning Filters for Efficient ConvNets

Reference 24

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This paper cites an unresolved cited work.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 25

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Source-reported events for the cited work

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Observation b65b6d4d-9e18-4b51-8ee4-2d0011f1f0a4 · outbound

This paper cites an unresolved cited work.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 26

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Source-reported events for the cited work

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Observation 7d6c10dd-452c-4f84-b53a-8330e87cbccb · outbound

This paper cites an unresolved cited work.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 27

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Source-reported events for the cited work

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Observation b374badc-77b1-401b-8dca-c398d2c33c7b · outbound

This paper cites Rethinking the Value of Network Pruning.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Rethinking the Value of Network Pruning

Reference 28

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UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 29

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Observation bf769515-1cf7-49e0-978a-2a8adeff90f6 · outbound

This paper cites an unresolved cited work.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 30

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Source-reported events for the cited work

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Observation d7418111-7bfa-4c5d-9db3-a1d33d3e08f4 · outbound

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UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 31

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Source-reported events for the cited work

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Observation 14afbb75-df0d-4c0f-9832-9ca981ca057c · outbound

This paper cites an unresolved cited work.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 32

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Observation 4c81999e-f68f-43ce-a616-0464cff4dd19 · outbound

This paper cites an unresolved cited work.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 33

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Source-reported events for the cited work

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Observation 9ab86677-2c38-44a1-b772-a38348029b7e · outbound

This paper cites an unresolved cited work.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 34

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Source-reported events for the cited work

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Observation cd67279f-fb7b-49f1-b676-a3f799ab7ec0 · outbound

This paper cites an unresolved cited work.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 35

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Observation 8268f2f7-bef7-44cf-9611-5ffb23fe649e · outbound

This paper cites an unresolved cited work.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 36

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Source-reported events for the cited work

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Observation 20cf072d-98de-4c90-a223-e93adb41113b · outbound

This paper cites an unresolved cited work.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 37

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 86fd3a6a-607e-4ae8-aca2-3bdb01e4e2a3 · outbound

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UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 38

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 100ef587-242c-43c8-aeff-a00ad98a3688 · outbound

This paper cites Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition

Reference 39

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Observation 2080ee32-96da-465a-9be1-668e60434e08 · outbound

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UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 40

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Source-reported events for the cited work

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Observation 1e57d675-6566-4b15-b8ed-a7335e31b5b0 · outbound

This paper cites an unresolved cited work.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 41

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Source-reported events for the cited work

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Observation 590f3e73-5dfb-40d4-aad4-11f9bc4bfd87 · outbound

This paper cites an unresolved cited work.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:36:47.185859Z

Source-reported events for the cited work

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Observation a3b93dc0-e661-4627-bd3f-165dffb00d48 · outbound

This paper cites an unresolved cited work.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:36:46.955827Z

Source-reported events for the cited work

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Observation e50860ec-0398-4c87-a592-de7a33e28635 · outbound

This paper cites Zhang, Y.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Zhang, Y

Reference 44

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Source-reported events for the cited work

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Observation 2f292d44-fdb1-45d0-a369-a912c5a5e85a · outbound

This paper cites Automatic Attention Pruning: Improving and Automating Model Pruning using Attentions.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Automatic Attention Pruning: Improving and Automating Model Pruning using Attentions

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-08-06T18:36:45.686507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation caf7c26d-2dcf-46e4-9044-057901db0b96 · outbound

This paper cites In Proceedings of the IEEE conference on computer vision and pattern recognition.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs In Proceedings of the IEEE conference on computer vision and pattern recognition

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:36:47.418471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c324ea14-033a-47a9-b1dd-154e48e98fcb · outbound

This paper cites To prune, or not to prune: exploring the efficacy of pruning for model compression.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs To prune, or not to prune: exploring the efficacy of pruning for model compression

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:45.399916Z

Source-reported events for the cited work

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Observation 6505f6d5-65df-4d8f-b2e9-56dc1ac85c5e · outbound

This paper cites In 2016 23rd international conference on pattern recognition (ICPR).

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs In 2016 23rd international conference on pattern recognition (ICPR)

Reference 2016

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:36:47.803385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 29f05b59-92eb-432d-8267-c861f3ac13b5 · outbound

This paper cites Learned Threshold Pruning.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs Learned Threshold Pruning

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:41.999070Z

Source-reported events for the cited work

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Observation 8ca3d3c9-3cf7-4e73-9c22-d5bbecaf86e5 · outbound

This paper cites In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:36:47.835981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a2e74ccd-e4c7-4875-9a4c-acaddd578d8a · outbound

This paper cites QUADS: QUAntized Distillation Framework for Efficient Speech Language Understanding.

UnIT: Scalable Unstructured Inference-Time Pruning for MAC-efficient Neural Inference on MCUs QUADS: QUAntized Distillation Framework for Efficient Speech Language Understanding

Reference 2025

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T18:36:46.678976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

No inbound Pith citation observations are available.