Paper Citation Record · LEDGER

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning

As of 15 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2412.10741.

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

pith.paper-citation-record.v1
2412.10741 v2

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:43:41.014267Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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 exact0
verified fuzzy3
unresolved48
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a56c0f8b-0112-4c0f-a881-9b588b8abff1 · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:43:42.765665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4fee68eb-b2ec-4444-be37-52549afb8194 · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T15:43:39.964537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4c4c667-ba0f-4ea8-9fe7-dbf1feb6ac45 · outbound

This paper cites ReMixMatch: Semi-Supervised Learning with Distribution Alignment and Augmentation Anchoring.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning ReMixMatch: Semi-Supervised Learning with Distribution Alignment and Augmentation Anchoring

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T15:43:39.996970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fbc6159-8947-457a-8b60-e1e4557acb6b · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:43:42.749429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3a83235f-d7f6-4650-aa80-10f8fdd9375d · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:43:42.741270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6317443b-3730-4b4b-a2b7-30e780214b22 · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:43:42.729227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 905bc001-db9a-445d-b888-b87940e21978 · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T15:43:40.012513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 742470af-323b-4276-83f8-74873e7de3bf · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:43:42.615613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6982e4b7-f914-4caf-99bf-4965e1b6d653 · outbound

This paper cites AutoAugment: Learning Augmentation Policies from Data.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning AutoAugment: Learning Augmentation Policies from Data

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T15:43:40.163090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52f475a6-4716-4cab-ba36-ab5d718f8606 · outbound

This paper cites D.; Zoph, B.; Mane, D.; Vasudevan, V.; and Le, Q.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning D.; Zoph, B.; Mane, D.; Vasudevan, V.; and Le, Q

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T15:43:40.167981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e178c91-0497-49dd-89ea-311ac527a99f · outbound

This paper cites D.; Zoph, B.; Shlens, J.; and Le, Q.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning D.; Zoph, B.; Shlens, J.; and Le, Q

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T15:43:40.170494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0c5ab36-1524-4a16-8cde-c915d6f7827c · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T15:43:40.174060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8303ec3-8068-4852-a9c4-16eb32922711 · outbound

This paper cites Improved Regularization of Convolutional Neural Networks with Cutout.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Improved Regularization of Convolutional Neural Networks with Cutout

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T15:43:40.176879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aac41194-da02-4d15-bead-3b6907fadb11 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T15:43:40.179992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 530402ec-5e76-4611-bbb8-152ae44f947d · outbound

This paper cites Explaining and Harnessing Adversarial Examples.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Explaining and Harnessing Adversarial Examples

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T15:43:40.183387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be31b328-7e9f-4616-89ae-ae1293cb095a · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T15:43:40.186168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbaf756e-5644-4f1c-a654-f0154810a069 · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T15:43:40.188825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1051a3bb-69d5-48bf-8206-3a3f5cb85438 · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:43:42.500217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ea0176b2-6eac-4aa2-bbe5-d828480e9c78 · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:43:42.488155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 81a21483-0e0d-429e-aff5-ed5c1a013f7e · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:43:42.476731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1a9dc4b2-64d9-40cc-bb45-22b91c73cff4 · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T15:43:40.342999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e58425e6-d92a-42f5-8fd9-970a24f87a0e · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:43:42.303448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation de1524d7-0c4f-476c-8f1b-66c262a716ad · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T15:43:40.349621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf92d5a2-c545-40a5-b5f5-8ab93cc4cc72 · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:43:42.201251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 71a24b5f-430b-4d38-be90-9bf83cd057ec · outbound

This paper cites OpenMixup: Open Mixup Toolbox and Benchmark for Visual Representation Learning.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning OpenMixup: Open Mixup Toolbox and Benchmark for Visual Representation Learning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T15:43:40.356919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6c9b5fc-bc65-4900-adfb-27339d49573e · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T15:43:40.359135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 229e8b9f-e3c3-42bc-bc49-b1e055edd19a · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:43:42.185430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 829b1aff-7b4f-4643-ac71-17cfca1404bd · outbound

This paper cites Y.; et al.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Y.; et al

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T15:43:40.363091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cc7b52d-e066-458e-8959-7196c85cf7d5 · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:43:42.170825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ef49e8ec-dc7b-4151-bfa7-76b7ae48425a · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:43:42.160106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ce9b5dae-1bd2-4b80-8686-7006fecc2b84 · outbound

This paper cites N.; Torr, P.; and Dokania, P.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning N.; Torr, P.; and Dokania, P

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:43:41.912538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 74ff1f1d-2e02-492d-91db-0bd8cf5d5153 · outbound

This paper cites ResizeMix: Mixing Data with Preserved Object Information and True Labels.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning ResizeMix: Mixing Data with Preserved Object Information and True Labels

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T15:43:40.733899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9be3ae3e-9cc8-4f84-b8f2-43b36defd9ff · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T15:43:40.737852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7f74e25-1f1f-45eb-994d-06db86b6aa5a · outbound

This paper cites A.; Cubuk, E.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning A.; Cubuk, E

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T15:43:40.741001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db112ebb-4bb5-4c62-8eb8-cbd09d834f40 · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:43:41.801085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 516eef0c-c5e3-4ab0-a09d-730cdb4aa3ea · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:43:41.791499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f276ef7c-b5e7-49f0-95a9-e2db5393bed3 · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:43:41.781274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2fc52511-3ddd-476c-8b11-a910138d5d0f · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T15:43:40.751945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b94809bb-5b42-4795-b33e-ec1fb0a834b8 · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:43:41.766429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a4f4e1b1-1a71-4005-8b8b-3d6f3a8e9195 · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:43:41.756543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f15c1fc5-1e60-4658-841b-366578475aef · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:43:41.487062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 41f20da2-7e58-4d5f-818b-5b8f302d4b6b · outbound

This paper cites W.; Snoek, J.; Lakshminarayanan, B.; and Tran, D.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning W.; Snoek, J.; Lakshminarayanan, B.; and Tran, D

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:43:41.389242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7e111cfc-18db-4a57-b057-ffa3e9cf47ef · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:43:41.307369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b5265eff-6f74-4a30-9bb1-44dabe8f5c4b · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:43:41.189060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 67e0a8a2-785b-46c0-b9af-b3473b29c632 · outbound

This paper cites J.; Chun, S.; Choe, J.; and Yoo, Y.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning J.; Chun, S.; Choe, J.; and Yoo, Y

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-11T15:43:40.994214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cecfb1e-cd18-4120-896f-5021d03e10fc · outbound

This paper cites Wide Residual Networks.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Wide Residual Networks

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-11T15:43:40.997452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b021777d-e60e-4e9e-a403-3706455064f2 · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:43:41.176622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 40a78c38-1835-4f88-91f8-fd8da052e68d · outbound

This paper cites N.; and Lopez-Paz, D.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning N.; and Lopez-Paz, D

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:43:41.164849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5c641a65-17bc-4fe2-8f2d-0baac7a55d03 · outbound

This paper cites an unresolved cited work.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:43:41.152049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 02233e2d-7e2c-4e50-8a33-f7e1826eb909 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning , " * write output.state after.block = add.period write newline

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-11T15:43:41.010415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac5ff92d-5682-4c81-bd76-e85c350057dd · outbound

This paper cites write newline.

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning write newline

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-11T15:43:41.014267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.