Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T23:41:47.055074Z
Paper Citation Record · LEDGER
As of 13 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2412.02314.
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 2026-08-11T23:41:47.055074Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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
51 of 51 outbound references displayed
External citation measurements
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Observation 7241491a-db5c-4e1c-9171-31d59cc130ab · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Advanced endoscopy meets molecular diagnosis of cholangiocarcinoma,
Reference 1
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Observation 8e9db80f-b505-4ad7-b187-315744204adb · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation A review of deep learning-based multiple- lesion recognition from medical images: classification, detection and segmentation,
Reference 2
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Observation 4c39da5e-075b-4d8f-9dd3-f4b39ea9bfa8 · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Encoder- decoder with atrous separable convolution for semantic image segmen- tation,
Reference 3
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Observation f6cd98aa-cc49-4974-8d16-c3ed15f50f56 · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Unet++: Redesigning skip connections to exploit multiscale features in image segmentation,
Reference 4
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Observation d011c63c-788b-43db-85f3-58a15aab0f02 · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Lvit: language meets vision transformer in medical image segmentation,
Reference 5
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Observation b4960f86-4c3e-4f6f-a719-d90e1ea6630f · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation H2former: An efficient hierarchical hybrid transformer for medical image segmentation,
Reference 6
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Observation 4a1f9d37-141b-4938-8ac4-e6013c7f4fd5 · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Uncertainty-aware hierarchical aggregation network for medical image segmentation,
Reference 7
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Observation 1a232dd0-ce71-43ce-b7d1-ac12aaacf91f · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Erdunet: An efficient residual double- coding unet for medical image segmentation,
Reference 8
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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 17a090cc-85bd-4f82-aebe-6d68e1282df3 · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Hunting sparsity: Density- guided contrastive learning for semi-supervised semantic segmentation,
Reference 9
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Unavailable: canonical work link unavailable.
Observation 4abb1488-5811-497b-9bf8-77a8d31b0cb3 · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Augmentation matters: A simple-yet-effective approach to semi-supervised semantic segmentation,
Reference 10
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Observation e3612d5c-74c1-495f-8c93-5c235821a80b · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Revisiting weak- JOURNAL OF LATEX CLASS FILES, VOL. 14, NO. 8, AUGUST 2021 10 to-strong consistency in semi-supervised semantic segmentation,
Reference 11
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Observation 3700be6f-2548-4c75-9594-4035a112c5b2 · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Corrmatch: Label propagation via correlation matching for semi-supervised semantic segmentation,
Reference 12
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Unavailable: canonical work link unavailable.
Observation c3da32b0-b4df-4ce4-8e0b-a0e497ff52ed · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Fixmatch: Simplifying semi- supervised learning with consistency and confidence,
Reference 13
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Unavailable: canonical work link unavailable.
Observation e9977957-8d6e-42f4-93ca-661b413bbd92 · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Pseudo-label: The simple and efficient semi-supervised learning method for deep neural networks,
Reference 14
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Observation 4010226c-9d94-49d2-b883-40d9343b498a · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Pseudo-labeling and confirmation bias in deep semi-supervised learn- ing,
Reference 15
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Observation db8b04d2-9a30-40d7-a2cd-4e729ba90202 · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Segment anything in medical images,
Reference 16
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Unavailable: canonical work link unavailable.
Observation e0b9772b-04ed-4a38-8d8b-12c78e6ff2ef · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Pranet: Parallel reverse attention network for polyp segmentation,
Reference 17
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Unavailable: canonical work link unavailable.
Observation e5b6ba04-9f84-4277-8cd4-8a829ba5ad7d · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Boundary constraint network with cross layer feature integration for polyp segmen- tation,
Reference 18
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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5fd4411f-2a5d-47fa-8b36-97658faae56e · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Acl-net: semi-supervised polyp segmentation via affinity contrastive learning,
Reference 19
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Unavailable: canonical work link unavailable.
Observation 2d527e94-97dc-4b81-b675-bcc956ca5830 · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Polyper: Boundary sensitive polyp segmentation,
Reference 20
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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation aec195fa-109f-4079-9f63-bfef611ce8e3 · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Pseudo labeling methods for semi-supervised semantic segmentation: A review and future perspec- tives,
Reference 21
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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b20268bc-0d11-40ec-90a3-d5acca2cfe44 · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Semi- supervised medical image segmentation using adversarial consistency learning and dynamic convolution network,
Reference 22
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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 6e84f93a-b372-4ff7-84aa-286ed643f83d · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation
Reference 23
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Unavailable: canonical work link unavailable.
Observation f85b94f2-1567-40ba-96d4-927c03c85e88 · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Pseudo-label guided contrastive learning for semi-supervised medical image segmentation,
Reference 24
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Unavailable: canonical work link unavailable.
Observation 20138182-7202-443c-be85-15230834db8f · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Caussl: Causality- inspired semi-supervised learning for medical image segmentation,
Reference 25
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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 773febe9-6e62-4ebd-b73c-accaabfaf217 · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Adaptive bidirectional displace- ment for semi-supervised medical image segmentation,
Reference 26
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Unavailable: canonical work link unavailable.
Observation ea8ac51b-fcb3-4689-87ef-2ce704a4d05b · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Revisiting Consistency Regularization for Semi-supervised Change Detection in Remote Sensing Images
Reference 27
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Unavailable: canonical work link unavailable.
Observation c87fc99c-8d1d-47f5-8308-d63597ea5db2 · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Text2seg: Remote sensing image semantic segmentation via text-guided visual foundation models,
Reference 28
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Unavailable: canonical work link unavailable.
Observation c1c0bd4c-3d88-46bd-b8ba-5d0fd2fa36d3 · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Dynamically updated semi-supervised change detection network combining cross-supervision and screening algorithms,
Reference 29
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Observation de407bd0-347d-42b9-a525-3ea32d18e943 · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Self-training with noisy student improves imagenet classification,
Reference 30
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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation bbcddbb0-4802-4c6a-9117-038b8a8b65f7 · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Rethinking pre-training and self-training,
Reference 31
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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 96e523e0-6062-4487-812c-56618c36ab67 · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Meta pseudo labels,
Reference 32
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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5dfc9dd8-984f-4a94-b774-34c1d9904ab9 · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Lassl: Label-guided self-training for semi-supervised learning,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 96308a3a-cbf8-4766-beb4-d624cae48b58 · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Semi-supervised semantic segmentation with cross pseudo supervision,
Reference 34
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Unavailable: canonical work link unavailable.
Observation 7f9cf865-d096-464c-940f-e580d1170339 · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Conflict- based cross-view consistency for semi-supervised semantic segmenta- tion,
Reference 35
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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5d8f6726-a35b-42eb-a2ad-1d15faafa625 · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation St++: Make self-training work better for semi-supervised semantic segmentation,
Reference 36
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Unavailable: canonical work link unavailable.
Observation feed84c6-5a4a-42d5-9cea-55f1956cd9b9 · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Towards the uncharted: Density-descending feature perturbation for semi-supervised semantic segmentation,
Reference 37
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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation dbc802ce-de96-4d1b-9294-cb7f19394b70 · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Momentum contrast for unsupervised visual representation learning,
Reference 38
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Unavailable: canonical work link unavailable.
Observation 1ee7d7aa-7ad9-4588-a123-96aef4ffe28a · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation A simple framework for contrastive learning of visual representations,
Reference 39
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Unavailable: canonical work link unavailable.
Observation 5477817e-7ebb-4bf3-8511-9d296ca0d846 · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Bootstrap your own latent-a new approach to self-supervised learning,
Reference 40
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Unavailable: canonical work link unavailable.
Observation 4c16b955-68b0-4560-873c-2bda817ebc0d · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Unsupervised learning of visual features by contrasting cluster assign- ments,
Reference 41
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Unavailable: canonical work link unavailable.
Observation bf575969-278b-4098-bdb4-09d369eb6157 · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Barlow twins: Self-supervised learning via redundancy reduction,
Reference 42
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Unavailable: canonical work link unavailable.
Observation a4f1d4f9-dd45-4962-9d4c-8c8aee783723 · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Supervised contrastive learn- ing,
Reference 43
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Unavailable: canonical work link unavailable.
Observation e8a0d3b0-9296-4d8c-a8b5-36c26c8fc59c · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Pixel contrastive-consistent semi-supervised semantic segmentation,
Reference 44
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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2822e5e2-6a29-460d-9dd7-44c91797e4b4 · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation C3-semiseg: Contrastive semi-supervised segmentation via cross-set learning and dynamic class-balancing,
Reference 45
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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 4c8352b0-2678-437c-bbbb-e00105d9f906 · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Semi-supervised semantic segmentation using unreliable pseudo- labels,
Reference 46
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Unavailable: canonical work link unavailable.
Observation 03012945-a3e0-42ad-9e2f-ef216289cd92 · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Semi-supervised medical image segmentation via hard positives oriented contrastive learning,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 9ab50c51-aebd-4780-b372-49993b174a9a · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Mean teachers are better role mod- els: Weight-averaged consistency targets improve semi-supervised deep learning results,
Reference 48
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Unavailable: canonical work link unavailable.
Observation 707f58a3-eb5d-4eb1-9ee2-c8d592e8eb4c · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Semi- supervised semantic segmentation needs strong, varied perturbations,
Reference 49
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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a81244ed-09bb-4a7d-b087-9d4778e3fbbb · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Freematch: Self-adaptive thresholding for semi-supervised learning,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation fb9ba068-f4c7-4375-8a16-f993b72914e3 · outbound
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Deep residual learning for image recognition,
Reference 51
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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
No inbound Pith citation observations are available.