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Paper Citation Record · LEDGER

Distributed Cross-Channel Hierarchical Aggregation for Foundation Models

As of 10 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 2026-08-10T06:31:04.303077+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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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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+00:00.

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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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:59.371089Z digest=sha256:3465af1e3bc3d6fff3f174f7d490622e61b5efa7f020e7bbf90382f918dd8ed7

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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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T22:29:59.389686Z digest=sha256:83991f950e6202dc93262632703c693bce50875ab794e3f3158323257eeff607

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=sha256:9898a1cf8790051e05b00b8e8f0975068fc51fc1179f6b955a670981cc05d1af

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:ced319a43a8e336fa75351f7881af538c9e0ad28144931fa16db1e894293ba85

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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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=sha256:19f8aebe27cd47fbc73532d9e35850839d2d9586109e794e069d4ef2503e827c

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 2026-08-10T06:31:04.303077+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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no resolver link, observed 2026-08-06T22:29:59.526252Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:59.526252Z digest=sha256:c54fb490f49403db0cc566530d106440b61dcc152187f24c6d5e333e6fb643ab

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

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Unavailable: canonical work link unavailable.

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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

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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:d52e020f9922072cc899071bb76094bab29e7871f0fabe120ed1102ef77d4fcc

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 2026-08-10T06:31:04.303077+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

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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:fd81aac6097f791670e8d0382ea3d85f5c08fc615f384efda9d9a608cb3cf40f

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

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

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Unavailable: canonical work link unavailable.

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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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:59.676017Z digest=sha256:9ec4110ec75fb587b9988fc37a1bc3f28bfb66be8afc9a979467670bc5ddffab

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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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 2026-08-10T06:31:04.303077+00:00.

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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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:59.752437Z digest=sha256:2c078c0b58e34582bfd698831d96c041b9a0f3e1dfd66481d827b752b7ff2258

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:59.770154Z digest=sha256:27d2a5350def35167ec46a69290e2b42b8c913dc900b2ff8cdea3116f062b3c5

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:59.799753Z digest=sha256:057f97ee9dd1132946982f1af67d0f87f8e2dcc64ebf0d6ece110f333c41b87e

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:29:59.828239Z digest=sha256:900307fd0f912d6c6315ae6dac27884e88c1fbf2d098e0e65e7739b532b030ca

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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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=sha256:9de1f83ed0b07b0b22cfadb1d77e668ce6355ced74caaf49fa26d3799f6451e2

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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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=sha256:5bcfa5a186526862738ec404eb1d7af02122d7e120bad1f321aae3f4e4bcd9ef

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-19T03:51:41.228126Z digest=sha256:18b8aee7e6c42b198d5561c8f3fa2a25172846a432ddaebbf51a9a1a597e358d