Paper Citation Record · LEDGER

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach

As of 15 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2507.02826.

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

pith.paper-citation-record.v1
2507.02826 v3

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:27:10.811256Z

measured 39 of 39 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

39 of 39 outbound references displayed

verified exact0
verified fuzzy14
unresolved25
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a50ae247-004e-4980-b735-67084561bf09 · outbound

This paper cites Huang, Y.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Huang, Y

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:27:13.286896Z

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 7d1d4010-9b95-4e6e-88ee-833efff40efd · outbound

This paper cites an unresolved cited work.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:27:13.278032Z

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 624c222d-b864-482f-8c51-9d534e7815fd · outbound

This paper cites Zhang, C.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Zhang, C

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:27:13.269457Z

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 eac017eb-28d6-4f54-b04f-8bdb5b6215a6 · outbound

This paper cites Bayoudh, R.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Bayoudh, R

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:27:13.260071Z

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 70bfcc7f-5a02-4a47-b0ee-4ef866015b71 · outbound

This paper cites an unresolved cited work.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:27:13.251287Z

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 0b666b34-e451-4aec-85f4-6e638d682c2c · outbound

This paper cites an unresolved cited work.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:27:13.242054Z

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 408fd2ce-2a59-4a9f-b9a8-fd9ac67e2f6c · outbound

This paper cites an unresolved cited work.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:27:13.232687Z

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 aafba5ce-272c-475d-813d-3431870e2cbc · outbound

This paper cites an unresolved cited work.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:27:13.224232Z

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 6a8dcdc0-addd-4bbe-8be8-d1e8824c69fb · outbound

This paper cites Zhang, Y.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Zhang, Y

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:27:13.216750Z

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 7b9d1d5e-60f5-46a6-8b34-d36b40072b2e · outbound

This paper cites an unresolved cited work.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:27:13.207581Z

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 c072c9bf-2d72-411e-be43-805796003c55 · outbound

This paper cites an unresolved cited work.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:27:13.199539Z

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 cc88cc50-29ac-4f4a-bdef-72d9b66c5afd · outbound

This paper cites Ehatisham-Ul-Haq, A.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Ehatisham-Ul-Haq, A

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:27:13.190857Z

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 1b4bb309-9901-48a2-bb38-20a7ce62edfc · outbound

This paper cites an unresolved cited work.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:27:13.181702Z

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 5d665255-3b64-47e6-8b5a-f1265ac9c01e · outbound

This paper cites an unresolved cited work.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:27:13.173814Z

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 9f92005b-70e3-45da-8087-104774a5e453 · outbound

This paper cites What to align in multimodal contrastive learning?.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach What to align in multimodal contrastive learning?

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T20:27:09.382324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24743c75-4c43-41e9-a47d-5574ef889a9f · outbound

This paper cites an unresolved cited work.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:27:13.165449Z

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 eaca6fb8-f594-44de-831a-2ee7589eab1c · outbound

This paper cites Fujimori, R.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Fujimori, R

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:27:13.156790Z

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 390224d1-8ef4-4ffa-bb96-21e00ccaece1 · outbound

This paper cites an unresolved cited work.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:27:13.149523Z

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 dd006545-f36b-44b2-a9e5-a36cf11d3c50 · outbound

This paper cites Zhang, J.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Zhang, J

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:27:13.141885Z

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 e95d7560-4442-4c51-ae43-0d902ca10454 · outbound

This paper cites an unresolved cited work.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:27:13.134724Z

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 a22dd2de-ff63-4974-acac-faa7a02f0f47 · outbound

This paper cites an unresolved cited work.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:27:13.127969Z

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 f9512ab6-e1bf-4cac-8e9c-836d3b195137 · outbound

This paper cites Chung, J.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Chung, J

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:27:13.120291Z

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 fdc55089-dbe8-40e5-8def-d9bfda5f2a1d · outbound

This paper cites Alharbi, L.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Alharbi, L

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:27:13.002923Z

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 e04e8e04-6675-4c0a-9f24-a58e5b2a72b8 · outbound

This paper cites an unresolved cited work.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:27:12.836407Z

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 3563352b-52fd-4563-ac71-27be4eb3bf50 · outbound

This paper cites Hotelling, Relations between two sets of variates, in: Breakthroughs in statistics: methodology and distribution, Springer, 1992, pp.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Hotelling, Relations between two sets of variates, in: Breakthroughs in statistics: methodology and distribution, Springer, 1992, pp

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:27:12.661220Z

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 2bfa4aa6-0926-47ff-8786-d7a22d65c28f · outbound

This paper cites Andrew, R.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Andrew, R

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:27:12.485130Z

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 4db67062-6c80-4de5-8292-83a6b9a76c09 · outbound

This paper cites an unresolved cited work.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:27:12.238406Z

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 022a4000-2299-4800-85c5-bf9809a4cf12 · outbound

This paper cites an unresolved cited work.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:27:11.977510Z

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 fc1f1ea2-be07-4934-b2e7-8c706a09490c · outbound

This paper cites Learning deep representations by mutual information estimation and maximization.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Learning deep representations by mutual information estimation and maximization

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T20:27:10.259589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2de20675-4f46-44ce-9899-4f8af27aedb3 · outbound

This paper cites an unresolved cited work.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:27:11.869920Z

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 aa13b299-9fd3-4976-8e5f-c2c427290018 · outbound

This paper cites Radford, J.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Radford, J

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:27:11.638304Z

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 c74ecf11-cf30-4feb-8b7e-4ea3f7394ad3 · outbound

This paper cites Chavarriaga, H.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Chavarriaga, H

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:27:11.484826Z

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 ba047b6d-ef94-4058-b32a-1e30bb9f7c24 · outbound

This paper cites Reiss, D.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Reiss, D

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T20:27:10.498800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a815ed6-7069-4429-8210-a962f6c01720 · outbound

This paper cites an unresolved cited work.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T20:27:10.559702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dae9f75f-1a11-4037-a456-ab949421d178 · outbound

This paper cites Anguita, A.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Anguita, A

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:27:11.327855Z

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 0fa6afa8-2bb1-4d57-94dc-5eb3f1a54c9a · outbound

This paper cites an unresolved cited work.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T20:27:10.670121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ed1a977-de28-472c-af58-43d7cc747898 · outbound

This paper cites an unresolved cited work.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:27:11.109484Z

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 8cd6a918-592c-4e96-b228-07e9c6822c79 · outbound

This paper cites an unresolved cited work.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T20:27:10.763628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a07c98d-4b29-436c-b209-6a1504c5c942 · outbound

This paper cites an unresolved cited work.

Confidence-driven Gradient Modulation for Multimodal Human Activity Recognition: A Dynamic Contrastive Dual-Path Learning Approach Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:27:10.923410Z

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.

Pith citing papers

No inbound Pith citation observations are available.