Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T10:17:25.379952Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 0 inbound Pith citation observations for arXiv:2506.05880.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T10:17:25.379952Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
70 of 70 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 4e80ee47-ab3f-4bd4-a7e4-b609f6a6f62f · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Angelis, Christos Timplalexis, Athanasios I
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a19c542c-0939-4257-8b28-f3cf75b6e50f · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Carrie Armel, Abhay Gupta, Gireesh Shrimali, and Adrian Albert
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a6997e39-4e33-4614-80ef-b185817eaa83 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f812e001-cf34-4f58-b849-bf0c2fe3b9d1 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7e913a0b-3381-4480-a516-78d7ca863ccd · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 10689791-c833-43c7-a713-70256d37c3c1 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f0c2138-94dc-40fc-b127-90e0a4348876 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 7
Source-reported events for the cited work
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Observation dffc6b81-ee08-4d51-917f-34e3cc853807 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 8
Source-reported events for the cited work
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Observation 66c1ca58-496d-4bd3-b201-b89f012be3e3 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d9f17c7a-8110-41a1-91e8-91c84f7f894a · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6fda4e8c-873e-4a18-8ebe-2db9f6868562 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ca88132c-74a9-4851-9197-61ce1f35c734 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 307af570-258a-4943-9d23-5adb4f6fdc27 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b11c9af6-cbf7-462a-a871-3ee37ed0ea24 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity French Patent FR1451531, 2014
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7d59fb4d-7392-4d59-bd85-5105ec1c8ebf · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity French Patent FR3017975, 2016
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6b4d6d2d-e35a-48a8-8c50-e7eaf18ad4e4 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 52348a67-2198-4df3-8213-a96210625472 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ce0a54ff-8034-4e63-9d8f-95a9b3bcb635 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 46afb1c4-8e35-4b55-809f-1b1d93c10bcc · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Schmidt, Jonathan Weber, Geoffrey I
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e463b3b6-f914-48d0-af68-e67adc918485 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2822cd47-d713-4c15-b533-810a15e7e39c · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6955a73a-bda0-4335-a0c6-1b5ee4e01941 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation cd4715fe-33ab-4043-a48e-94448e3a338c · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Green, Aaron W
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 930cb488-4ee6-480b-8ccd-02b58627eab4 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c7a60f2-4db7-492c-a953-bd4d34dd8d94 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Deep Residual Learning for Image Recognition
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b8e8fa4-69a7-42c7-87e7-7b139b56a4ef · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Gaussian Error Linear Units (GELUs)
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02746236-c543-4ef9-bd93-30fb2c1c0423 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity SAMformer: Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a5390e3-bec2-4733-9090-de2cf812f383 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5b64b08-ccc0-4304-a9c8-5693cb61559d · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e2224905-4667-473e-970b-902c77353ad5 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1d533bcf-6dc2-4093-af77-0b990903ed30 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6b535d1c-6593-420e-9cb1-263d52482e2e · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Arlitt, Geoff Lyon, and Jiawei Han
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 75fcb6a9-ac53-4a4f-bb31-fd9766386b4f · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5082139c-2d6b-4b0b-ba62-5a8904a7be71 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Zico Kolter
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 597e85bb-b8bb-4746-9633-9fc85675f72f · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 12188697-2279-4e6c-bc79-375129950bf9 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f59a94c9-63f2-4545-a4ab-09e4e6da0805 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0d3e4b97-fdab-4645-81bf-b4d2eb6774f0 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b090152f-d445-439d-94fe-4fba54bd6120 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Petersen, Ryan Butner, and Erica M
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 10eae60b-bfb1-4e1e-9359-d041b3bf2143 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity aeon: a Python toolkit for learning from time series
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation efb7688a-66c9-4563-be89-c6355215c8ad · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Kumar Venayagamoorthy
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 56de6443-5b50-4c62-9c86-9a0d47983769 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Nguyen, Phanwadee Sinthong, and Jayant Kalagnanam
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3756d93-0a74-4a4b-96f2-301f48ccffdd · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Martinez, Daniel de Oliveira, Geraldo Zimbrão, Gisele Lobo Pappa, and Marta Mattoso
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e3982375-d06e-411c-999f-2e568dc49159 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity An Introduction to Convolutional Neural Networks
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58ca15c7-4f72-40ef-9567-39c5a0cb9c49 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9e6dd2b-1c54-4d6c-b8c5-4458f6c8c9cd · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6ccc58a6-1103-45f6-8e8b-ac56c2c96837 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb18fccc-914d-46a1-95b3-9e34cd7dd6da · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b7fa750a-ebf7-45cd-a750-9cb78511bd8c · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6039b40c-9247-4257-8bbc-8c8f56161081 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1a85f6af-e12f-4a89-a377-b9485ef0dc24 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88ef0e0c-d872-44b6-9bd4-244e7cd7d113 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d7d7f49-2594-45c5-88cd-cb0c7d972299 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ea934fc9-bbae-4474-be4d-b402de7b6170 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0b8841c3-2e9d-481f-8cc5-5557b3e579c4 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f0737448-a104-49d3-91d2-330a54980be5 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Sastry Varanasi and Sri Phani Krishna Karri
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1ca61bcc-ea01-426f-965a-c68f7876fdf9 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Attention Is All You Need
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46155022-2881-46ee-a8fc-3e48d826af29 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Mark Nelms
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f87acd0e-f8fc-4674-99a7-b3b4eda9c2e1 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e2668288-14a9-4797-b296-43b2008d141c · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4dcdf7f5-0557-4656-b95d-d44aa3458e71 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 362429e1-81a5-4c36-8fa1-221e74bc5c37 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8a2d7c11-e35f-48c1-b3a2-c2306e67530a · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7ca26113-f4e2-4211-83a0-eb7a64d72930 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d5aecba8-764e-4fd8-b476-de019c4d4657 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b557611a-0e10-48c4-a26a-33f673a9971e · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Unresolved cited work
Reference 2011
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f0a82318-5e54-4580-8bd8-b17ea51805b7 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity In Proceedings of the 5th International Workshop on Non-Intrusive Load Monitoring (Virtual Event, Japan) (NILM’20)
Reference 2020
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3efe5d56-3f45-48ac-8378-120a40681ab8 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Data Mining and Knowledge Discovery 35, 3 (5 2021), 1032–1060
Reference 2021
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ccb1dd63-014c-4c03-afa8-53049104d98d · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Sensors 22, 8 (2022)
Reference 2022
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eba4e1fe-1743-4f5b-ac3a-5e441ab3dd43 · outbound
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Data Mining and Knowledge Discovery 38, 1 (2024), 22–48
Reference 2024
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
No inbound Pith citation observations are available.