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Paper Citation Record · LEDGER

Distributed Cross-Channel Hierarchical Aggregation for Foundation Models

As of 7 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 1 inbound Pith citation observation for arXiv:2506.21411.

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

pith.paper-citation-record.v1
2506.21411 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:29:59.851666Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-19T03:51:41.228126Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T03:52:01.415826Z

Reference resolution

23 of 23 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved22
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 50642993-3253-494e-9b73-454230dc812b · outbound

This paper cites an unresolved cited work.

Distributed Cross-Channel Hierarchical Aggregation for Foundation Models Unresolved cited work

Reference 1

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unresolved
raw_fallback, observed 2026-08-06T22:30:00.505246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation e0f57224-3a81-4dc5-afb0-07fe77d707d1 · outbound

This paper cites xESMF: Universal Regridder for Geospatial Data.

Distributed Cross-Channel Hierarchical Aggregation for Foundation Models xESMF: Universal Regridder for Geospatial Data

Reference 2

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malformed identifier
raw_fallback, observed 2026-08-06T22:30:00.480180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:29:59.319878Z digest=sha256:b8b31a01b9f1b314bcbecc02533f222ffd9144f03e581fc806f7fc6eb565f82b

Observation 8e9b06a3-3db4-43e4-8072-5bbaef00381d · outbound

This paper cites A Foundation Model for the Earth System.

Distributed Cross-Channel Hierarchical Aggregation for Foundation Models A Foundation Model for the Earth System

Reference 3

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no resolver link, observed 2026-08-06T22:29:59.343839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 1b2eb232-cbb3-4ddf-96b2-24e4698f7aed · outbound

This paper cites A Billion-scale Foundation Model for Remote Sensing Images.

Distributed Cross-Channel Hierarchical Aggregation for Foundation Models A Billion-scale Foundation Model for Remote Sensing Images

Reference 4

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no resolver link, observed 2026-08-06T22:29:59.371089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:59.371089Z digest=sha256:b6a49b326c7c83370ecfcc34a871ac23fb91f94f00a0960f6f8fff90654a4e91

Observation 8651c268-6c14-48d5-9fc3-95036969b5e9 · outbound

This paper cites an unresolved cited work.

Distributed Cross-Channel Hierarchical Aggregation for Foundation Models Unresolved cited work

Reference 5

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unresolved
raw_fallback, observed 2026-08-06T22:30:00.458055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:29:59.389686Z digest=sha256:866df7b2a80fb1e7e3bb21489356513ab6f69975bfc97abd5699485d40ae9bf9

Observation ee955071-b575-4cc4-b8b0-76a25b1173c4 · outbound

This paper cites FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning.

Distributed Cross-Channel Hierarchical Aggregation for Foundation Models FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning

Reference 6

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no resolver link, observed 2026-08-06T22:29:59.411722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:59.411722Z digest=sha256:db6bb87f8269a0029b31bd49793d0cbac17bfabb568ea1fcf4b766bb18b0014a

Observation 1a4ac500-b51a-4f0b-8103-a72bd24ed971 · outbound

This paper cites Scaling Vision Transformers to 22 Billion Parameters.

Distributed Cross-Channel Hierarchical Aggregation for Foundation Models Scaling Vision Transformers to 22 Billion Parameters

Reference 7

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no resolver link, observed 2026-08-06T22:29:59.436591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:59.436591Z digest=sha256:6713a05908174b224319ee65f1eadcfc67cdac36372ad54862abd21830f8ba1a

Observation 47909f61-2f25-430a-a2b4-c5b9f1792f7c · outbound

This paper cites Eyring, S.

Distributed Cross-Channel Hierarchical Aggregation for Foundation Models Eyring, S

Reference 8

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unresolved
no resolver link, observed 2026-08-06T22:29:59.473749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:59.473749Z digest=sha256:a7a19e9f213dde26fe9e82fe15d9fb97e423356c134614dd4e069b3e5d9eb3ca

Observation 8d2a1147-dbed-46fa-aa73-296c5e30bfe6 · outbound

This paper cites an unresolved cited work.

Distributed Cross-Channel Hierarchical Aggregation for Foundation Models Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:00.442454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 0ea02c48-8828-4504-a1c6-3fb7e924d1ce · outbound

This paper cites Masked Autoencoders Are Scalable Vision Learners.

Distributed Cross-Channel Hierarchical Aggregation for Foundation Models Masked Autoencoders Are Scalable Vision Learners

Reference 10

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unresolved
no resolver link, observed 2026-08-06T22:29:59.526252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:59.526252Z digest=sha256:d02121adaadb3ce0bcb70ffd9fffad7ffd8065c741c9e379521221584d08e089

Observation 6877ccb6-7d0f-41ce-8287-6ea3f3247922 · outbound

This paper cites an unresolved cited work.

Distributed Cross-Channel Hierarchical Aggregation for Foundation Models Unresolved cited work

Reference 11

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unresolved
no resolver link, observed 2026-08-06T22:29:59.547039Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:59.547039Z digest=sha256:573c166c7d7ce209b13e54c250e2700f0c940390ad1c53a0a88477b9d8eeffe0

Observation d62412b6-e8dd-4727-9dba-a630c4e9d53b · outbound

This paper cites Perceiver: General Perception with Iterative Attention.

Distributed Cross-Channel Hierarchical Aggregation for Foundation Models Perceiver: General Perception with Iterative Attention

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T22:29:59.570007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:59.570007Z digest=sha256:90920c341c8ecf311a244ea7b7613c816358cc418d95199e96204de014b04508

Observation f1415376-3f26-4ee8-8aa1-c63f5bc5f295 · outbound

This paper cites an unresolved cited work.

Distributed Cross-Channel Hierarchical Aggregation for Foundation Models Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:30:00.413768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 8c3f828e-adac-41a9-88b9-545e15d3e2a5 · outbound

This paper cites Swin Transformer: Hierarchical Vision Transformer using Shifted Windows.

Distributed Cross-Channel Hierarchical Aggregation for Foundation Models Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T22:29:59.620733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:59.620733Z digest=sha256:d418648cc4c4ef0626206459d371de1f4350bd7e7ad45bc8d68c1028183f6261

Observation bcc02f81-1dca-4dcd-b9b8-6eb8a9992551 · outbound

This paper cites ClimaX: A foundation model for weather and climate.

Distributed Cross-Channel Hierarchical Aggregation for Foundation Models ClimaX: A foundation model for weather and climate

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T22:29:59.650953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:59.650953Z digest=sha256:49e1e11f310b54b32f77430fc3bd5dbcedfe8028fc52dffa90c0e5f0ab1ce7d4

Observation 26e381c0-f65b-4f2a-8780-d259dedb099a · outbound

This paper cites Scaling transformer neural networks for skillful and reliable medium-range weather forecasting.

Distributed Cross-Channel Hierarchical Aggregation for Foundation Models Scaling transformer neural networks for skillful and reliable medium-range weather forecasting

Reference 16

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unresolved
no resolver link, observed 2026-08-06T22:29:59.676017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:59.676017Z digest=sha256:c67a626aadf80161f1b1ac53f612448770ad13929f8fb29af36d0bcd584daf90

Observation 67cc1ee9-6ef6-4853-a0df-7fd7988466d1 · outbound

This paper cites an unresolved cited work.

Distributed Cross-Channel Hierarchical Aggregation for Foundation Models Unresolved cited work

Reference 17

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unresolved
raw_fallback, observed 2026-08-06T22:30:00.391448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:29:59.707155Z digest=sha256:0ec15803484ddd692891be918b97fdf13cffda787ebb85ab385985d4f08d1300

Observation c9d5d631-1234-4a77-b8ef-f84c27db3801 · outbound

This paper cites One for All: Toward Unified Foundation Models for Earth Vision.

Distributed Cross-Channel Hierarchical Aggregation for Foundation Models One for All: Toward Unified Foundation Models for Earth Vision

Reference 18

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no resolver link, observed 2026-08-06T22:29:59.752437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:59.752437Z digest=sha256:9b02321e30dbba5fc7147c121320d03cccdccc41ab4d0ae6b0dd1458cd92cb9c

Observation 9652b682-e98d-4d8a-9930-482996570fb7 · outbound

This paper cites Multimodal Learning with Transformers: A Survey.

Distributed Cross-Channel Hierarchical Aggregation for Foundation Models Multimodal Learning with Transformers: A Survey

Reference 19

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no resolver link, observed 2026-08-06T22:29:59.770154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:59.770154Z digest=sha256:632bd298f89154cf4226b9e0223eade44914e6e561edb88603cadbeb8fdd10c6

Observation cc337562-5588-4dfa-90a4-3dc05e38f04a · outbound

This paper cites an unresolved cited work.

Distributed Cross-Channel Hierarchical Aggregation for Foundation Models Unresolved cited work

Reference 20

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unresolved
no resolver link, observed 2026-08-06T22:29:59.799753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:59.799753Z digest=sha256:8f6cccdc67b79397054d2a10e0173d4a414dd89f676a1c99a1631885f555c213

Observation 6e21efed-2fa1-4f64-bdff-1f7dbb4c841b · outbound

This paper cites an unresolved cited work.

Distributed Cross-Channel Hierarchical Aggregation for Foundation Models Unresolved cited work

Reference 21

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unresolved
no resolver link, observed 2026-08-06T22:29:59.828239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:59.828239Z digest=sha256:0b5296f782b5c44f1a3b3fd529055605e5d01cc5196bb385ac12131fd42f83b9

Observation 3de90bba-28ee-4bcb-af29-0399a6d7efb1 · outbound

This paper cites PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel.

Distributed Cross-Channel Hierarchical Aggregation for Foundation Models PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel

Reference 22

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unresolved
no resolver link, observed 2026-08-06T22:29:59.851666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:59.851666Z digest=sha256:351be465b9a0ade945eb994cb0e705208369a7823441695b05dd71cc27f95c13

Observation fb4201ac-d1d8-4990-8d37-30de04cf5b20 · outbound

This paper cites ORBIT: Oak Ridge Base Foundation Model for Earth System Predictability.

Distributed Cross-Channel Hierarchical Aggregation for Foundation Models ORBIT: Oak Ridge Base Foundation Model for Earth System Predictability

Reference 2024

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unresolved
no resolver link, observed 2026-08-06T22:29:59.737921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:59.737921Z digest=sha256:5cf5207f7b6a528bdca6a37b375c17e4d04e7a81c853f203ea56fc340d38b4c3

Pith citing papers

Observation e395e70c-abc8-49c0-9475-89937d6ff45d · inbound

FOCUS: Fused Observation of Channels for Unveiling Spectra cites this paper.

FOCUS: Fused Observation of Channels for Unveiling Spectra Distributed Cross-Channel Hierarchical Aggregation for Foundation Models

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-05-19T03:52:01.417741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-19T03:51:41.228126Z digest=sha256:a237826a1e2e22a97b259bc8ed4358fe55700628612760d26fb55e8670e1f377