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Paper Citation Record · LEDGER

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging

As of 9 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2607.25197.

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

pith.paper-citation-record.v1
2607.25197 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T03:12:07.000549Z

measured 55 of 55 standing notices

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Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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Reference resolution

55 of 55 outbound references displayed

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Outbound references

Observation 343bb8d9-ec8c-411c-895a-f0933b9a3db1 · outbound

This paper cites The future of sleep health: A data-driven revolution in sleep science and medicine,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging The future of sleep health: A data-driven revolution in sleep science and medicine,

Reference 1

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Observation 19b171f0-e963-42f2-b632-789a43b79bdd · outbound

This paper cites Sleep stages classification using shallow classifiers,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging Sleep stages classification using shallow classifiers,

Reference 2

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Observation 7d42b7ed-870a-41d1-8c04-51d2c02333df · outbound

This paper cites Sleep EEG signal analysis based on correlation graph similarity coupled with an ensemble extreme machine learning algorithm,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging Sleep EEG signal analysis based on correlation graph similarity coupled with an ensemble extreme machine learning algorithm,

Reference 3

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Observation df3c5375-11e9-4c7e-8a37-5bc32846262b · outbound

This paper cites Polysomnography,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging Polysomnography,

Reference 4

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Observation 995347cc-f105-4665-bbd0-b7d0cff2960d · outbound

This paper cites Convolutional neural networks for sleep stage scoring on a two-channel EEG signal,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging Convolutional neural networks for sleep stage scoring on a two-channel EEG signal,

Reference 5

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Observation 0e1be39d-6b37-4dff-aa79-f6e68abc2872 · outbound

This paper cites Analysis of multichannel EEG patterns during human sleep: A novel approach,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging Analysis of multichannel EEG patterns during human sleep: A novel approach,

Reference 6

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Observation 4365a4dd-df91-40df-9676-8282b8435ddb · outbound

This paper cites Home assessment of sleep disorders by portable monitoring,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging Home assessment of sleep disorders by portable monitoring,

Reference 7

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Observation 1c0be48b-9b77-4d22-99ba-af409d3191c3 · outbound

This paper cites A comparison of polysomnography and a portable home sleep study in the diagnosis of obstructive sleep apnea syndrome,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging A comparison of polysomnography and a portable home sleep study in the diagnosis of obstructive sleep apnea syndrome,

Reference 8

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Observation 1a296a13-2c70-4b97-8b78-7d46fbd6dd20 · outbound

This paper cites Comparison of Decoding Strategies for CTC Acoustic Models.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging Comparison of Decoding Strategies for CTC Acoustic Models

Reference 9

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Observation ab3b91c4-0150-42f2-bcd5-f1067813fef9 · outbound

This paper cites Joint CTC/attention decoding for end-to-end speech recognition,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging Joint CTC/attention decoding for end-to-end speech recognition,

Reference 10

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Observation 2f7dbc45-6c06-487c-9a8f-be1c53911510 · outbound

This paper cites The Viterbi algorithm,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging The Viterbi algorithm,

Reference 11

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Observation cbcf3657-5ad7-4f94-9f92-1e31e88f3a25 · outbound

This paper cites Image restoration with the Viterbi algorithm,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging Image restoration with the Viterbi algorithm,

Reference 12

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Observation 3d6a96f7-e676-4773-9de4-372525662edf · outbound

This paper cites Learning machines and sleeping brains: Au- tomatic sleep stage classification using decision-tree multi-class support vector machines,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging Learning machines and sleeping brains: Au- tomatic sleep stage classification using decision-tree multi-class support vector machines,

Reference 13

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Observation bba3fc6b-85a4-4aa7-9b18-9d0cb9788bf1 · outbound

This paper cites Sleep stages classification based on heart rate variability and random forest,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging Sleep stages classification based on heart rate variability and random forest,

Reference 14

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Observation 61a2683b-0da4-4cd1-9e49-46377f97314c · outbound

This paper cites Cardiorespi- ratory sleep stage detection using conditional random fields,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging Cardiorespi- ratory sleep stage detection using conditional random fields,

Reference 15

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Observation 242a9622-bbb2-45eb-b0d4-e18895e11270 · outbound

This paper cites Automatic sleep staging using support vector machines with posterior probability estimates,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging Automatic sleep staging using support vector machines with posterior probability estimates,

Reference 16

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Observation 97cd8103-2b5e-48a7-8bb5-7a878decaa07 · outbound

This paper cites an unresolved cited work.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging Unresolved cited work

Reference 17

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Observation 2322d8c6-58c2-4604-875e-b9b0c778829b · outbound

This paper cites A manual of standardized terminology, techniques and scoring system for sleep stages of human subjects,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging A manual of standardized terminology, techniques and scoring system for sleep stages of human subjects,

Reference 18

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Observation b5e4ad91-b4c9-44b9-8999-2d74dfd4326e · outbound

This paper cites Support vector machine,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging Support vector machine,

Reference 19

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Observation 0fc4b769-376b-41a4-ad14-dca83e8b518f · outbound

This paper cites Random forests,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging Random forests,

Reference 20

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Observation 09ea8aa8-3dd1-45ab-936c-dfe47db28e7e · outbound

This paper cites DeepSleepNet: A model for automatic sleep stage scoring based on raw single-channel EEG,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging DeepSleepNet: A model for automatic sleep stage scoring based on raw single-channel EEG,

Reference 21

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Observation 36ab65ba-784d-4e5a-b141-9283f732d3df · outbound

This paper cites TinySleepNet: An efficient deep learning model for sleep stage scoring based on raw single-channel EEG,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging TinySleepNet: An efficient deep learning model for sleep stage scoring based on raw single-channel EEG,

Reference 22

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Observation 2e10539f-50c6-46b5-936b-340ba88a0096 · outbound

This paper cites An attention-based deep learning approach for sleep stage classification with single-channel EEG,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging An attention-based deep learning approach for sleep stage classification with single-channel EEG,

Reference 23

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Observation 82ed80b6-b6d1-4165-a99e-38b04ab35157 · outbound

This paper cites DilatedSleepNet: A novel EEG waveform-aware model for single-channel automatic sleep staging,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging DilatedSleepNet: A novel EEG waveform-aware model for single-channel automatic sleep staging,

Reference 24

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Observation ead65fd0-cecf-4ea5-904c-3d9bc4d71516 · outbound

This paper cites SleepEEGNet: Automated sleep stage scoring with sequence to sequence deep learning approach,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging SleepEEGNet: Automated sleep stage scoring with sequence to sequence deep learning approach,

Reference 25

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Observation 44678596-bc64-47d4-a860-fba59874c679 · outbound

This paper cites MVF-SleepNet: Multi- view fusion network for sleep stage classification,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging MVF-SleepNet: Multi- view fusion network for sleep stage classification,

Reference 26

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Observation 504d39e3-09c2-4387-af27-1a87a55cda0b · outbound

This paper cites XSleepNet: Multi-view sequential model for automatic sleep staging,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging XSleepNet: Multi-view sequential model for automatic sleep staging,

Reference 27

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Observation 9a9ab572-6f85-4c0f-a3a4-4790b10a92fc · outbound

This paper cites SeqSleepNet: End-to-end hierarchical recurrent neural network for sequence-to-sequence automatic sleep staging,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging SeqSleepNet: End-to-end hierarchical recurrent neural network for sequence-to-sequence automatic sleep staging,

Reference 28

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Observation d7ff0b8b-0720-4078-b404-d32be5e1159e · outbound

This paper cites SleepTransformer: Automatic sleep staging with interpretability and uncertainty quantification,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging SleepTransformer: Automatic sleep staging with interpretability and uncertainty quantification,

Reference 29

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Observation 1dd0893c-8244-4ee9-9eb3-6d3516293d51 · outbound

This paper cites SleepViTrans- former: Patch-based sleep spectrogram transformer for automatic sleep staging,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging SleepViTrans- former: Patch-based sleep spectrogram transformer for automatic sleep staging,

Reference 30

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Observation 4cb99a8d-707f-4aa0-960d-4c9cd01302e1 · outbound

This paper cites SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging

Reference 31

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Observation 632f5676-472f-44f9-96c1-8f17419b9c7b · outbound

This paper cites Multi-view spatial-temporal graph convolutional networks with domain generalization for sleep stage classification,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging Multi-view spatial-temporal graph convolutional networks with domain generalization for sleep stage classification,

Reference 32

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Observation da50da6f-8375-4904-89a7-3f5adb1a74e0 · outbound

This paper cites Graph- SleepNet: Adaptive spatial-temporal graph convolutional networks for sleep stage classification,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging Graph- SleepNet: Adaptive spatial-temporal graph convolutional networks for sleep stage classification,

Reference 33

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Observation 9489a2f9-51ae-448e-ac15-d24bbffc3e60 · outbound

This paper cites Sensitive deep learning application on sleep stage scoring by using all PSG data,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging Sensitive deep learning application on sleep stage scoring by using all PSG data,

Reference 34

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Observation 577380ab-90a8-4789-b0fc-11ccc98f8194 · outbound

This paper cites A deep learning architecture for temporal sleep stage classification using multivariate and multimodal time series,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging A deep learning architecture for temporal sleep stage classification using multivariate and multimodal time series,

Reference 35

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Observation bd1f3b83-ebc7-468e-8f81-12cdf947abd0 · outbound

This paper cites A self-attention-based ensemble convolution neural network approach for sleep stage classification with merged spectrogram,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging A self-attention-based ensemble convolution neural network approach for sleep stage classification with merged spectrogram,

Reference 36

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Observation d8306bcf-52c8-48d5-9ee9-b501e7d72b1c · outbound

This paper cites Automated sleep stage scoring of the Sleep Heart Health Study using deep neural networks,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging Automated sleep stage scoring of the Sleep Heart Health Study using deep neural networks,

Reference 37

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source=pdf_text observed=2026-08-01T03:12:05.840903Z digest=sha256:2c4ea435a9815f9d915792ad158e91c162ed769dde3d85588a95cc6445924848

Observation 577dc158-fd2e-44ab-8bd6-aa2cb3aa92be · outbound

This paper cites A review of approaches for sleep quality analysis,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging A review of approaches for sleep quality analysis,

Reference 38

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source=pdf_text observed=2026-08-01T03:12:05.916424Z digest=sha256:5fa1510b23791684b00c525417edd8b6552e18f31ff6506b93763a491e954074

Observation 2fb707f4-aebb-41ac-a509-c4e49bb6f389 · outbound

This paper cites An end-to-end framework for real-time automatic sleep stage classification,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging An end-to-end framework for real-time automatic sleep stage classification,

Reference 39

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source=pdf_text observed=2026-08-01T03:12:05.971621Z digest=sha256:f16f824748a119ef9431e60d439d0cfc923bfc1365d2f2c521fe666042d10931

Observation cb482bed-a0bc-43e4-ab7d-5500b72f7227 · outbound

This paper cites A residual based attention model for EEG based sleep staging,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging A residual based attention model for EEG based sleep staging,

Reference 40

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source=pdf_text observed=2026-08-01T03:12:06.023887Z digest=sha256:9523bd0b5449963212b0e2201e368f9faf946b6e784c3d7779e6fc2497c6e1f9

Observation 5cbab7d4-6136-4121-8f0f-1f71e008b2c7 · outbound

This paper cites Two-dimensional deep learning based classification of sleep stages with time-frequency maps of single- lead EEG segment,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging Two-dimensional deep learning based classification of sleep stages with time-frequency maps of single- lead EEG segment,

Reference 41

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source=pdf_text observed=2026-08-01T03:12:06.078908Z digest=sha256:2305dce4a7f3060ba02e1cef48c8ac9e53c971545cc562cb99f15a1f310f1b87

Observation 499be8aa-980b-4aef-b6cc-c68ce5444ac3 · outbound

This paper cites Automatic sleep-stage classification based on residual unit and attention networks using directed transfer function of electroencephalogram signals,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging Automatic sleep-stage classification based on residual unit and attention networks using directed transfer function of electroencephalogram signals,

Reference 42

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source=pdf_text observed=2026-08-01T03:12:06.134105Z digest=sha256:ca61efd1b9f490706fa06d7eb40053e47773c1df7a43c9fdffef597c8c1eaf67

Observation 2f561627-f932-43dc-a218-ff3672159608 · outbound

This paper cites The effect of placebo administration on the first-night effect in healthy young volunteers,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging The effect of placebo administration on the first-night effect in healthy young volunteers,

Reference 43

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source=pdf_text observed=2026-08-01T03:12:06.186996Z digest=sha256:0e9f634d14fcddb35a9badbfb0a0095f2a1beea22660428e3a84eed4d62a6078

Observation 92fcec2b-89ac-47a4-9612-585735865324 · outbound

This paper cites Objective sleep assessments for healthy people in environmental research: A literature review,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging Objective sleep assessments for healthy people in environmental research: A literature review,

Reference 44

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source=pdf_text observed=2026-08-01T03:12:06.242351Z digest=sha256:45445f34f373fa6472a321749d8870fba540fb4d4f94bd230c7e12c9c4aa9e8d

Observation aeb49706-393f-4b9c-8b5f-43940901ee39 · outbound

This paper cites Chriskos, C.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging Chriskos, C

Reference 45

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source=pdf_text observed=2026-08-01T03:12:06.295532Z digest=sha256:776e894d3ab69d91e3bc24be462127b6103255f69b7be6f8c88265bd12c432dd

Observation f2897bda-599b-4c73-a966-7b75836cbc8b · outbound

This paper cites Visformer: The vision-friendly transformer,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging Visformer: The vision-friendly transformer,

Reference 46

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source=pdf_text observed=2026-08-01T03:12:06.347355Z digest=sha256:dde79fe38eab8a32b0d17bc7ff0bd1c20a6c7c170524ec770320a3abfbb787a7

Observation 20dc680b-78a7-4a82-9046-898f92e48ce0 · outbound

This paper cites Deep-PE: A Learning-Based Pose Evaluator for Point Cloud Registration.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging Deep-PE: A Learning-Based Pose Evaluator for Point Cloud Registration

Reference 47

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Observation 54d88d1b-54d3-4e2b-9bf3-ca5ac6e69a09 · outbound

This paper cites AST: Audio Spectrogram Transformer.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging AST: Audio Spectrogram Transformer

Reference 48

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source=pdf_text observed=2026-08-01T03:12:06.459273Z digest=sha256:4af1bad8cc7149a1ae7054f67bfad2b021602f67b76f9e7c1a116679c10c233f

Observation 69b1d4a8-4ef6-45f9-9aa4-545aa54c80d8 · outbound

This paper cites Audio Captioning Transformer.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging Audio Captioning Transformer

Reference 49

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Observation de00bce8-bac5-4297-b09e-f7eae12c6b9f · outbound

This paper cites Deep multimodal learning: A survey on recent advances and trends,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging Deep multimodal learning: A survey on recent advances and trends,

Reference 50

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Observation d43cddc8-4f28-4ad6-9f7c-fb83d4484442 · outbound

This paper cites Multimodal learning with transform- ers: A survey,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging Multimodal learning with transform- ers: A survey,

Reference 51

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Observation af236638-e2e3-427f-8e68-e4a4c8c67d7f · outbound

This paper cites Multimodal deep learning,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging Multimodal deep learning,

Reference 52

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source=pdf_text observed=2026-08-01T03:12:06.671365Z digest=sha256:38e58a9dae28e010bbf04f7f4cfaa1b3c93e2011339533cf2bb07b9c9d93fbe7

Observation 891d4401-437a-44f4-867c-e86e4034e09f · outbound

This paper cites A CTC alignment-based non- autoregressive transformer for end-to-end automatic speech recognition,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging A CTC alignment-based non- autoregressive transformer for end-to-end automatic speech recognition,

Reference 53

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source=pdf_text observed=2026-08-01T03:12:06.787482Z digest=sha256:c65ab36ab09e9748c144619a5248086780c6ba73a468d1df6b576bbab1776408

Observation f0ae5df4-b25d-484c-b173-a31965acbff0 · outbound

This paper cites MixSleepNet: A multi-type convolution combined sleep stage classification model,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging MixSleepNet: A multi-type convolution combined sleep stage classification model,

Reference 54

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Observation 362b5197-6b86-45b4-9e64-62ee0d891697 · outbound

This paper cites FlexibleSleepNet: A model for automatic sleep stage classification based on multi-channel polysomnography,.

LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging FlexibleSleepNet: A model for automatic sleep stage classification based on multi-channel polysomnography,

Reference 55

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source=pdf_text observed=2026-08-01T03:12:07.000549Z digest=sha256:b805574e75001fcd5be60878e71882defa6e8557f9c4fae309daa2016b105aa9

Pith citing papers

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