Paper Citation Record · LEDGER

Efficient Cross-Scale Invertible Hiding Network with Spatial-Frequency Collaboration and Non-Invertible Mechanism

As of 22 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2606.25547.

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

pith.paper-citation-record.v1
2606.25547 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-25T21:21:28.781425Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

28 of 28 outbound references displayed

verified exact1
verified fuzzy0
unresolved27
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fc70eb73-27eb-4210-a8d0-4d0177d12ae0 · outbound

This paper cites Benchmarking for steganography,.

Efficient Cross-Scale Invertible Hiding Network with Spatial-Frequency Collaboration and Non-Invertible Mechanism Benchmarking for steganography,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-25T21:21:28.781425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb5ba9b3-5bdf-45bb-80cc-633bb49303c7 · outbound

This paper cites Multiperspective progressive structure adaptation for JPEG steganography detection across domains,.

Efficient Cross-Scale Invertible Hiding Network with Spatial-Frequency Collaboration and Non-Invertible Mechanism Multiperspective progressive structure adaptation for JPEG steganography detection across domains,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-25T21:21:28.781425Z

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Observation b8860d94-993b-44e3-9396-8e5874047f27 · outbound

This paper cites Hiding images in plain sight: Deep steganography,.

Efficient Cross-Scale Invertible Hiding Network with Spatial-Frequency Collaboration and Non-Invertible Mechanism Hiding images in plain sight: Deep steganography,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-25T21:21:28.781425Z

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Unavailable: canonical work link unavailable.

Observation a5b254ff-d063-4ca3-9371-e580f44998d6 · outbound

This paper cites Improving cost learning for JPEG steganography by exploiting JPEG domain knowledge,.

Efficient Cross-Scale Invertible Hiding Network with Spatial-Frequency Collaboration and Non-Invertible Mechanism Improving cost learning for JPEG steganography by exploiting JPEG domain knowledge,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-25T21:21:28.781425Z

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Unavailable: canonical work link unavailable.

Observation c2f3f9d8-e62b-4b9e-83a7-781f02bae618 · outbound

This paper cites Channel attention image steganography with generative adversarial networks,.

Efficient Cross-Scale Invertible Hiding Network with Spatial-Frequency Collaboration and Non-Invertible Mechanism Channel attention image steganography with generative adversarial networks,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-25T21:21:28.781425Z

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Unavailable: canonical work link unavailable.

Observation 6f431981-5d50-4e08-b4c2-39971814a238 · outbound

This paper cites Composition- Aware image steganography through adversarial self-generated supervi- sion,.

Efficient Cross-Scale Invertible Hiding Network with Spatial-Frequency Collaboration and Non-Invertible Mechanism Composition- Aware image steganography through adversarial self-generated supervi- sion,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-25T21:21:28.781425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc444ed8-00a3-41b1-ac95-4b8f2340e163 · outbound

This paper cites Stegformer: Rebuilding the glory of autoencoder-based steganography,.

Efficient Cross-Scale Invertible Hiding Network with Spatial-Frequency Collaboration and Non-Invertible Mechanism Stegformer: Rebuilding the glory of autoencoder-based steganography,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-25T21:21:28.781425Z

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Unavailable: canonical work link unavailable.

Observation e2ede162-a100-4f2b-a7e1-90c6648e60e4 · outbound

This paper cites Large-capacity image steganog- raphy based on invertible neural networks,.

Efficient Cross-Scale Invertible Hiding Network with Spatial-Frequency Collaboration and Non-Invertible Mechanism Large-capacity image steganog- raphy based on invertible neural networks,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-25T21:21:28.781425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fcb4e43-9f15-4e16-81b7-1d27778ac4a6 · outbound

This paper cites HiNet: Deep image hid- ing by invertible network,.

Efficient Cross-Scale Invertible Hiding Network with Spatial-Frequency Collaboration and Non-Invertible Mechanism HiNet: Deep image hid- ing by invertible network,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-25T21:21:28.781425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6fd37b9-b697-41db-9652-cb5b2069587d · outbound

This paper cites Invisible and steganalysis-resistant deep image hiding based on one-way adversarial invertible networks,.

Efficient Cross-Scale Invertible Hiding Network with Spatial-Frequency Collaboration and Non-Invertible Mechanism Invisible and steganalysis-resistant deep image hiding based on one-way adversarial invertible networks,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-25T21:21:28.781425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0145683d-29e4-4b64-9094-835351c459dd · outbound

This paper cites StarINN: An efficient invertible neural network for image steganography,.

Efficient Cross-Scale Invertible Hiding Network with Spatial-Frequency Collaboration and Non-Invertible Mechanism StarINN: An efficient invertible neural network for image steganography,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-25T21:21:28.781425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0948a5d6-58cc-4ad1-9eb4-294455691d67 · outbound

This paper cites NICE: Non-linear Independent Components Estimation.

Efficient Cross-Scale Invertible Hiding Network with Spatial-Frequency Collaboration and Non-Invertible Mechanism NICE: Non-linear Independent Components Estimation

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-07-04T19:30:06.981109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3e6fad72-60c9-475b-9853-b3666f802f9f · outbound

This paper cites Density estimation using Real NVP,.

Efficient Cross-Scale Invertible Hiding Network with Spatial-Frequency Collaboration and Non-Invertible Mechanism Density estimation using Real NVP,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-25T21:21:28.781425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4d07bd0-19d6-4f02-ba7f-af1090670a20 · outbound

This paper cites Invertible image decolorization,.

Efficient Cross-Scale Invertible Hiding Network with Spatial-Frequency Collaboration and Non-Invertible Mechanism Invertible image decolorization,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-25T21:21:28.781425Z

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Observation cfcfbe44-77a1-4667-aec1-909ce61adbe4 · outbound

This paper cites Enhancing underwater images via asymmetric multi-scale invertible networks,.

Efficient Cross-Scale Invertible Hiding Network with Spatial-Frequency Collaboration and Non-Invertible Mechanism Enhancing underwater images via asymmetric multi-scale invertible networks,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-25T21:21:28.781425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de8b95d9-291a-438a-90b2-8efd99542050 · outbound

This paper cites Real-time single image and video super- resolution using an efficient sub-pixel convolutional neural network,.

Efficient Cross-Scale Invertible Hiding Network with Spatial-Frequency Collaboration and Non-Invertible Mechanism Real-time single image and video super- resolution using an efficient sub-pixel convolutional neural network,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-25T21:21:28.781425Z

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Unavailable: canonical work link unavailable.

Observation 3f85dfde-5462-4dcb-bb2f-0957e54821d3 · outbound

This paper cites An extended set of Haar-like features for rapid object detection,.

Efficient Cross-Scale Invertible Hiding Network with Spatial-Frequency Collaboration and Non-Invertible Mechanism An extended set of Haar-like features for rapid object detection,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-25T21:21:28.781425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9808f78c-75a3-49ea-884f-81b41066162d · outbound

This paper cites MDCN: Multi-scale dense cross network for image super-resolution,.

Efficient Cross-Scale Invertible Hiding Network with Spatial-Frequency Collaboration and Non-Invertible Mechanism MDCN: Multi-scale dense cross network for image super-resolution,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-25T21:21:28.781425Z

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Unavailable: canonical work link unavailable.

Observation c59560e0-9282-451f-94fd-8bb3e0f9410f · outbound

This paper cites SA-Net: Shuffle attention for deep convolutional neural networks,.

Efficient Cross-Scale Invertible Hiding Network with Spatial-Frequency Collaboration and Non-Invertible Mechanism SA-Net: Shuffle attention for deep convolutional neural networks,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-25T21:21:28.781425Z

Source-reported events for the cited work

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Observation e6bd1af9-877a-4300-bdcf-950d8c0e5649 · outbound

This paper cites ECA-Net: Efficient channel attention for deep convolutional neural networks.

Efficient Cross-Scale Invertible Hiding Network with Spatial-Frequency Collaboration and Non-Invertible Mechanism ECA-Net: Efficient channel attention for deep convolutional neural networks

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-25T21:21:28.781425Z

Source-reported events for the cited work

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Observation cb4f567d-d1d1-4b15-b320-67aec7978b5a · outbound

This paper cites Microsoft COCO: Common objects in context,.

Efficient Cross-Scale Invertible Hiding Network with Spatial-Frequency Collaboration and Non-Invertible Mechanism Microsoft COCO: Common objects in context,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-25T21:21:28.781425Z

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Observation 49e82428-5c9b-4268-989d-fbfa0decc035 · outbound

This paper cites ImageNet large scale Visual recognition challenge,.

Efficient Cross-Scale Invertible Hiding Network with Spatial-Frequency Collaboration and Non-Invertible Mechanism ImageNet large scale Visual recognition challenge,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-25T21:21:28.781425Z

Source-reported events for the cited work

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Observation b856df93-7fb6-40ce-be66-638b59686efb · outbound

This paper cites Break our steganographic system.

Efficient Cross-Scale Invertible Hiding Network with Spatial-Frequency Collaboration and Non-Invertible Mechanism Break our steganographic system

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-25T21:21:28.781425Z

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Unavailable: canonical work link unavailable.

Observation cb0ff915-adb1-479b-afb9-c2f7f3f44235 · outbound

This paper cites Image quality assessment: From error visibility to structural similarity,.

Efficient Cross-Scale Invertible Hiding Network with Spatial-Frequency Collaboration and Non-Invertible Mechanism Image quality assessment: From error visibility to structural similarity,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-25T21:21:28.781425Z

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Unavailable: canonical work link unavailable.

Observation 5e99d824-4149-482f-b0aa-bff2a177731b · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric,.

Efficient Cross-Scale Invertible Hiding Network with Spatial-Frequency Collaboration and Non-Invertible Mechanism The unreasonable effectiveness of deep features as a perceptual metric,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-25T21:21:28.781425Z

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Unavailable: canonical work link unavailable.

Observation b1344aad-858f-4758-bafb-ff8e1588e077 · outbound

This paper cites Rich model for steganalysis of color images,.

Efficient Cross-Scale Invertible Hiding Network with Spatial-Frequency Collaboration and Non-Invertible Mechanism Rich model for steganalysis of color images,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-25T21:21:28.781425Z

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Observation 6f1b6df3-fd0a-44f8-89d2-051dd5beabed · outbound

This paper cites Universal deep network for steganalysis of color image based on channel representation,.

Efficient Cross-Scale Invertible Hiding Network with Spatial-Frequency Collaboration and Non-Invertible Mechanism Universal deep network for steganalysis of color image based on channel representation,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-25T21:21:28.781425Z

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Observation 7129b9eb-bf44-4553-98c0-aedde86055e4 · outbound

This paper cites Color image steganalysis based on pixel difference convolution and enhanced Transformer with selective pooling,.

Efficient Cross-Scale Invertible Hiding Network with Spatial-Frequency Collaboration and Non-Invertible Mechanism Color image steganalysis based on pixel difference convolution and enhanced Transformer with selective pooling,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-25T21:21:28.781425Z

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Pith citing papers

No inbound Pith citation observations are available.