Paper Citation Record · LEDGER

Zero-Flow Encoders

As of 20 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 1 inbound Pith citation observation for arXiv:2602.00797.

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

pith.paper-citation-record.v1
2602.00797 v3

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T06:08:13.135775Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T07:15:37.491423Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

18 of 18 outbound references displayed

verified exact0
verified fuzzy0
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 10386e0b-7499-40cd-a17c-38a4f3a59e1a · outbound

This paper cites The scale of the cropped area is sampled uniformly from the range[0.8,1.0]of the original image area.

Zero-Flow Encoders The scale of the cropped area is sampled uniformly from the range[0.8,1.0]of the original image area

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T06:08:11.495837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcdaf64e-7bb2-4ffd-b4dc-d9b64aeaa385 · outbound

This paper cites an unresolved cited work.

Zero-Flow Encoders Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T06:08:11.590224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88b6ea10-b0de-488d-8af0-73423a81ac20 · outbound

This paper cites Each block consists of a convolution 20 Zero-Flow Encoders Figure 11.The neural network architecture for the representation learning Section 6.2.

Zero-Flow Encoders Each block consists of a convolution 20 Zero-Flow Encoders Figure 11.The neural network architecture for the representation learning Section 6.2

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T06:08:11.665882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56b7e345-cb4a-4b12-ae12-e4738475ee6c · outbound

This paper cites an unresolved cited work.

Zero-Flow Encoders Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T06:08:11.777914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5453c58d-4371-44b4-84d2-ec5c871a5a01 · outbound

This paper cites A fully connected (linear) layer projects this vector to the final latent dimensionL.

Zero-Flow Encoders A fully connected (linear) layer projects this vector to the final latent dimensionL

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T06:08:11.863769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6396819b-bc14-46b1-827c-f7120b8765cb · outbound

This paper cites an unresolved cited work.

Zero-Flow Encoders Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T06:08:11.936091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d02a05e1-eb64-4a62-869e-b73762f59b68 · outbound

This paper cites an unresolved cited work.

Zero-Flow Encoders Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T06:08:12.131730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e021b4d7-0e71-477a-b7e2-9da12548b127 · outbound

This paper cites an unresolved cited work.

Zero-Flow Encoders Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T06:08:12.201034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fee4680f-27b6-40f0-a882-1dc7f1fe613f · outbound

This paper cites 3.Encoder Input:The visible patch tokens are concatenated with a learnable class token and passed to the encoder.

Zero-Flow Encoders 3.Encoder Input:The visible patch tokens are concatenated with a learnable class token and passed to the encoder

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T06:08:12.364682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9a42e27-5f4d-4341-b705-b91cda2d83f6 · outbound

This paper cites These embeddings are implemented as learnable absolute positional embeddings and are jointly optimized with the encoder parameters.

Zero-Flow Encoders These embeddings are implemented as learnable absolute positional embeddings and are jointly optimized with the encoder parameters

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T06:08:12.481017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 554eeef6-0c34-470d-a7f2-944b879f5daf · outbound

This paper cites an unresolved cited work.

Zero-Flow Encoders Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T06:08:12.577239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adfefa06-8b38-44f0-a4a9-f4ebca3a6e7a · outbound

This paper cites Layer normalization is applied to the encoder output.

Zero-Flow Encoders Layer normalization is applied to the encoder output

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T06:08:12.649181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f88f072-e057-4ff5-9e6f-cccd73268d3d · outbound

This paper cites These representations are then linearly projected from the encoder embedding dimension De to a lower-dimensional decoder embedding space with dimension Dd = 128.

Zero-Flow Encoders These representations are then linearly projected from the encoder embedding dimension De to a lower-dimensional decoder embedding space with dimension Dd = 128

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T06:08:12.735454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88a151f5-f2a2-455d-869a-d86454b2cfa3 · outbound

This paper cites an unresolved cited work.

Zero-Flow Encoders Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T06:08:12.799240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8871a2be-3b90-4a2e-ad6a-b1ae71c83c12 · outbound

This paper cites These embeddings are optimized jointly with the decoder parameters.

Zero-Flow Encoders These embeddings are optimized jointly with the decoder parameters

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T06:08:12.891627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62741827-f469-4607-afdb-7d8d43b8dc6e · outbound

This paper cites All encoder parameters are frozen.

Zero-Flow Encoders All encoder parameters are frozen

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T06:08:12.984057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation baa9ce47-2abe-4bf3-b505-a6abee20f055 · outbound

This paper cites an unresolved cited work.

Zero-Flow Encoders Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T06:08:13.067168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3be47a10-bc96-402a-a38d-8ffd80dec4ea · outbound

This paper cites Classification accuracy on this test set is reported as the linear probing performance.

Zero-Flow Encoders Classification accuracy on this test set is reported as the linear probing performance

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T06:08:13.135775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 326c2948-cea5-4e72-8183-8891a7ae882e · inbound

Zero-Flow Two-Sample Tests cites this paper.

Zero-Flow Two-Sample Tests Zero-Flow Encoders

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T07:15:37.491423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.