Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T05:25:16.187380Z
Paper Citation Record · LEDGER
A Brief Review for Compression and Transfer Learning Techniques in DeepFake Detection
As of 22 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 1 inbound Pith citation observation for arXiv:2504.21066.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:35:17.941908Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-10T05:30:23.456663Z
Reference resolution
19 of 19 outbound references displayed
- verified exact4
- verified fuzzy12
- unresolved3
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
1
pith, observed 2026-08-10T05:30:23.456663Z
Outbound references
Observation f0720699-19cb-434f-bac5-7ea04c529794 · outbound
This paper cites Towards Optimal Trade-Offs in Knowledge Distillation for CNNs and Vision Transformers at the Edge,.
A Brief Review for Compression and Transfer Learning Techniques in DeepFake Detection Towards Optimal Trade-Offs in Knowledge Distillation for CNNs and Vision Transformers at the Edge,
Reference 1
- Resolution
- verified exact
- raw_fallback, observed 2026-08-16T05:25:16.447226Z
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 acd2a4c2-3aa2-4aa4-8a5d-0fd2ebaf3bdd · outbound
This paper cites Reducing inference energy consumption using dual complementary CNNs,.
A Brief Review for Compression and Transfer Learning Techniques in DeepFake Detection Reducing inference energy consumption using dual complementary CNNs,
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:25:16.563385Z
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 8664814d-f859-44d9-ab3c-b81cee092a5b · outbound
This paper cites A Survey on Transfer Learning,.
A Brief Review for Compression and Transfer Learning Techniques in DeepFake Detection A Survey on Transfer Learning,
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:25:16.133244Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0bf3eace-6882-4bbd-90c5-4a46a70770fa · outbound
This paper cites Multistage transfer learning for medical images,.
A Brief Review for Compression and Transfer Learning Techniques in DeepFake Detection Multistage transfer learning for medical images,
Reference 4
- Resolution
- verified exact
- doi, observed 2026-08-16T05:25:16.218604Z
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 e732327e-b65f-4e52-ae4e-c1c74d440599 · outbound
This paper cites Deepfake Detection: A Systematic Literature Review,.
A Brief Review for Compression and Transfer Learning Techniques in DeepFake Detection Deepfake Detection: A Systematic Literature Review,
Reference 5
- Resolution
- verified exact
- raw_fallback, observed 2026-08-16T05:25:16.335161Z
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 e84f8904-92a4-4811-ac2e-0e5de24cb786 · outbound
This paper cites Cnn- generated images are surprisingly easy to spot... for now,.
A Brief Review for Compression and Transfer Learning Techniques in DeepFake Detection Cnn- generated images are surprisingly easy to spot... for now,
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:25:16.554264Z
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 b86f7824-e478-4717-b709-349f99d0c846 · outbound
This paper cites Deep learning for deepfakes creation and detection: A survey,.
A Brief Review for Compression and Transfer Learning Techniques in DeepFake Detection Deep learning for deepfakes creation and detection: A survey,
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:25:16.545036Z
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 b6c65da8-17cf-45a7-9182-e207afbe08dd · outbound
This paper cites The creation and detection of deepfakes: A survey,.
A Brief Review for Compression and Transfer Learning Techniques in DeepFake Detection The creation and detection of deepfakes: A survey,
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:25:16.535855Z
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 0959495b-a6e1-4c53-8cb9-4a533be8ca6c · outbound
This paper cites Pruning and quantization for deep neural network acceleration: A survey,.
A Brief Review for Compression and Transfer Learning Techniques in DeepFake Detection Pruning and quantization for deep neural network acceleration: A survey,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:25:16.527110Z
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 866a7764-5076-4075-8bc3-a2d83899d8cd · outbound
This paper cites A light- weight edge-enabled knowledge distillation technique for next location prediction of multitude transportation means,.
A Brief Review for Compression and Transfer Learning Techniques in DeepFake Detection A light- weight edge-enabled knowledge distillation technique for next location prediction of multitude transportation means,
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:25:16.516879Z
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 d9d14323-4205-4f4b-9005-82e617e41e3e · outbound
This paper cites SpotTune: Transfer Learning through Adaptive Fine-tuning.
A Brief Review for Compression and Transfer Learning Techniques in DeepFake Detection SpotTune: Transfer Learning through Adaptive Fine-tuning
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:25:16.161729Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ebd31945-0bfb-46e5-b4ee-fb1db3017b2d · outbound
This paper cites VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks.
A Brief Review for Compression and Transfer Learning Techniques in DeepFake Detection VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:25:16.164974Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b437896-0d33-44f1-afb7-fb1296f6b9e5 · outbound
This paper cites A Comparative Analysis of Compression and Transfer Learning Techniques in DeepFake Detection Models,.
A Brief Review for Compression and Transfer Learning Techniques in DeepFake Detection A Comparative Analysis of Compression and Transfer Learning Techniques in DeepFake Detection Models,
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:25:16.506445Z
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 8a532148-bcf3-48bc-932e-a2f8d300c699 · outbound
This paper cites Synthbuster: Towards detection of diffusion model gen- erated images,.
A Brief Review for Compression and Transfer Learning Techniques in DeepFake Detection Synthbuster: Towards detection of diffusion model gen- erated images,
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:25:16.497176Z
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 d421eb4f-5ed7-4d4c-a0c3-7a00df4ba49e · outbound
This paper cites Media forensics and deepfakes: an overview,.
A Brief Review for Compression and Transfer Learning Techniques in DeepFake Detection Media forensics and deepfakes: an overview,
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:25:16.487365Z
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 023eade0-5426-4d7d-9bb1-d50d0704bf63 · outbound
This paper cites The emergence of deepfake technology: A review. technology innovation management review, 9 (11), 39–52,.
A Brief Review for Compression and Transfer Learning Techniques in DeepFake Detection The emergence of deepfake technology: A review. technology innovation management review, 9 (11), 39–52,
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:25:16.478177Z
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 989e7c5f-fe4c-4ef9-801a-7b3bbd34262b · outbound
This paper cites From deepfake to deep useful: risks and opportunities through a systematic literature review.
A Brief Review for Compression and Transfer Learning Techniques in DeepFake Detection From deepfake to deep useful: risks and opportunities through a systematic literature review
Reference 17
- Resolution
- verified exact
- local_arxiv, observed 2026-08-16T05:25:16.238904Z
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 fdc88136-f059-47f0-bdd4-7ebb51659163 · outbound
This paper cites andreaskarathanasis/Compression-Transfer-of- DeepFake-Models,.
A Brief Review for Compression and Transfer Learning Techniques in DeepFake Detection andreaskarathanasis/Compression-Transfer-of- DeepFake-Models,
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:25:16.467501Z
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 a30a3ee3-f1d2-4c47-b7b4-5ccdecfd900d · outbound
This paper cites Domain-adaptive deep network compression,.
A Brief Review for Compression and Transfer Learning Techniques in DeepFake Detection Domain-adaptive deep network compression,
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:25:16.457438Z
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.
Pith citing papers
Observation bf241704-3e98-4495-b72e-d4fd57a70c76 · inbound
Frugal Machine Learning for Energy-efficient, and Resource-aware Artificial Intelligence cites this paper.
Frugal Machine Learning for Energy-efficient, and Resource-aware Artificial Intelligence A Brief Review for Compression and Transfer Learning Techniques in DeepFake Detection
Reference 15
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T11:35:28.574335Z
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.