Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T00:36:36.590885Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2502.03855.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T00:36:36.590885Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
50 of 50 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 3f282cb8-a66f-4945-8743-c816b2f2db93 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Facial-video-based physiological signal measurement: Recent advances and affective applications,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d7a09c3d-b229-4cf0-98fe-003deb4fec53 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling A robust real time system for remote heart rate measurement via camera,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1883657e-da98-4939-ab1d-5f8c703fc257 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Robust heart rate estimation with spatial–temporal attention network from facial videos,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2768bedb-81f4-4d93-945d-1d60ea14af21 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Deep super-resolution network for rppg information recovery and noncontact heart rate estimation,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 30248ab0-ea90-4489-8d20-a48eec72bd1c · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Time–frequency learning framework for rppg signal estimation using scalogram-based feature map of facial video data,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1060c26c-0b3c-4e92-af9a-c6b170fe1a2f · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Eta-rppgnet: Effective time-domain attention network for remote heart rate measure- ment,
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b7cfc3a-036b-48cb-b858-eb41a47b3290 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling A facial-image- based blood pressure measurement system without calibration,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca491c77-eed9-44f4-a263-d0571a1f6a54 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Assess- ment of deep learning based blood pressure prediction from ppg and rppg signals,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 21b75068-46fc-4deb-a151-7e69670a7797 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Camera-based blood pressure estimation via windkessel model and waveform features,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation dad7ab38-a2f5-4022-b9f6-8f0449aef301 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Contactless spo 2 detection from face using consumer camera,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 618061da-05c6-45f7-ba79-85810b95cc79 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Weakly supervised rppg estimation for respiratory rate estimation,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 62a30d13-3e68-47ee-888b-2fb5dce11f43 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Video-based real-time monitoring for heart rate and respiration rate,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 68c2f5f0-6c61-4c42-9148-52d8d5219d03 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Atrial fibrillation detection from face videos by fusing subtle variations,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation fd2ab23a-9c50-4f28-bf4e-7e9f2e23e138 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Vipl-hr: A multi-modal database for pulse estimation from less-constrained face video,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 554e9143-ae55-4b2f-9dff-a069e754ce72 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Non-contact video-based pulse rate measurement on a mobile service robot,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac288731-2641-46d3-b41e-0fec5a067d40 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Un- supervised skin tissue segmentation for remote photoplethysmography,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e926c1a5-cbb9-45d9-b66d-f141f9a50b8a · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling A Reproducible Study on Remote Heart Rate Measurement
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e3ad8251-efdf-4453-b925-33b5719c00c8 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Celebv-hq: A large-scale video facial attributes dataset,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44c083af-88cd-41eb-b75e-bef5fce85fa9 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Robust pulse rate from chrominance-based rppg,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2dd44b87-86c6-4b6c-b6a9-d02b80fac425 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Algorithmic principles of remote ppg,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 43e52f2f-df38-4480-af93-1a3cb4e56f50 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Realistic pulse waveforms estimation via contrastive learning in remote photoplethysmography,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47f98a28-2aa9-436e-88f7-f32e1861bcb0 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Dual-bridging with adversarial noise generation for domain adaptive rppg estimation,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7086fd5b-3fb1-493b-a6ee-0540136a2085 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Remote heart rate measurement from highly compressed facial videos: an end-to-end deep learning solution with video enhancement,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2436c1ed-7981-4327-b50a-f159e6e1fdd4 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Physformer++: Facial video-based physiological measurement with slowfast temporal difference transformer,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05a3fb19-6ab8-476d-bdbf-3a05a0a69483 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Self-supervised representation learning framework for remote physiological measurement using spatiotemporal augmentation loss,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 141ad078-8f6b-463f-bf68-339bcaff787a · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Contrast-phys: Unsupervised video-based remote physiological measurement via spatiotemporal contrast,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d4e09305-10b3-4c2a-a85a-cd4379b78212 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling The way to my heart is through contrastive learning: Remote photoplethysmography from unlabelled video,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 89981724-b01f-46a0-9544-8b5188396209 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Non-contrastive unsuper- vised learning of physiological signals from video,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 81d69d9c-7c40-490b-b86f-8052ed796558 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling rppg-mae: Self- supervised pretraining with masked autoencoders for remote physiolog- ical measurements,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b4ca2971-eda6-4ff6-a23d-65756461a947 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Self-supervised rgb-nir fusion video vision transformer framework for rppg estimation,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2861d0a8-4185-4d3e-8118-bcb2a644b7bf · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Rhythmnet: End-to-end heart rate estimation from face via spatial-temporal representation,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83bfc606-3782-4f59-8ee5-3661bf46f0f5 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Video-based remote physiological measurement via cross-verified feature disentangling,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e33741d0-caf5-4130-99ae-f922e815dde3 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Physformer: Facial video-based physiological measurement with temporal difference transformer,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 638206b7-71fc-4dc8-80a0-7b469dc49b04 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Bvpnet: Video-to-bvp signal prediction for remote heart rate estimation,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3d04b788-c12c-4b01-af42-840077f03497 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Remote photoplethysmograph signal measurement from facial videos using spatio-temporal networks,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ab8f5a1a-3e5f-4d47-9a69-03a06e4ef70a · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Mean teachers are better role mod- els: Weight-averaged consistency targets improve semi-supervised deep learning results,
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3cf633fd-fb55-406e-a53d-aafa0cd95fcd · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Rethinking pseudo labels for semi-supervised object detection,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e0feb9a2-456c-4e0c-9a6c-6f80a4802961 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Semi- supervised semantic segmentation with pixel-level contrastive learning from a class-wise memory bank,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 65c7c98b-e9b7-4949-93ef-65417e2ba825 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Videossl: Semi- supervised learning for video classification,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3b1087f7-4ebe-4071-adaa-cb597eb3e407 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Pseudo-label Correction and Learning For Semi-Supervised Object Detection
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38b72e0a-e3c2-49dd-adf4-ede3f0a1ebbf · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Fixmatch: Simplifying semi- supervised learning with consistency and confidence,
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff926412-d3a4-4011-90f0-8f97fde9d70f · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Flexmatch: Boosting semi-supervised learning with curriculum pseudo labeling,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2ef2aa6c-dfbb-430f-8732-a40896c7b6c1 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Srppg: Semi-supervised adversarial learning for remote photoplethysmography with noisy data,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 528ecc3c-713b-47e6-8479-62029e597ba1 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Contactless pulse estimation leveraging pseudo labels and self-supervision,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9c69acc6-d9e6-453d-b528-312af7be0a61 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Joint face detection and facial expression recog- nition with mtcnn,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b51f720b-da44-4a02-a080-35603bd5444a · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Decoupled Weight Decay Regularization
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee208a9c-c869-452b-a35a-354ceb087ab1 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Self-Training: A Survey
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87a016d9-6079-4f7e-a65e-210192f3227a · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling rppg-toolbox: Deep remote ppg toolbox,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b73ce9ee-1699-4a31-92a5-3890253b38b4 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Multi-task temporal shift attention networks for on-device contactless vitals measurement,
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 986394e2-65a1-4bab-8299-a514704c7ef2 · outbound
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling Deepphys: Video-based physiological mea- surement using convolutional attention networks,
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.