Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:51:35.897224Z
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 78 of 78 outbound references and 0 inbound Pith citation observations for arXiv:2505.23438.
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 2026-08-07T12:51:35.897224Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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
78 of 78 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation dab2c311-0762-4ffb-8dfd-802c064a4e5a · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Dual-level masked semantic inference for semi-supervised semantic segmentation,
Reference 1
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Observation f9f5691a-0948-49f2-bad9-c264752ce197 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Frequency-guided spatial adaptation for camouflaged object detection,
Reference 2
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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8dd92db1-761f-4b90-8ad2-a2d2e52a5497 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Clustering propagation for universal medical image segmentation,
Reference 3
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Observation ffb76017-dd2b-4c3e-baef-703c996742fb · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation DDF: A novel dual-domain image fusion strategy for remote sensing image semantic segmentation with unsupervised domain adaptation,
Reference 4
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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6958b23d-4078-4cc3-95f7-4ca2e68a44f5 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Vanishing- point-guided video semantic segmentation of driving scenes,
Reference 5
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Observation ec09b8e5-592f-4bc8-90eb-7edb5a1990c0 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Towards robust semi-supervised distribution alignment against label distribution shift with noisy annotations,
Reference 6
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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 61818604-8926-4b93-806c-6a3476a6f0ec · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Uncertainty- aware semi-supervised learning segmentation for remote sensing im- ages,
Reference 7
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Observation 27e82170-5d64-4d06-b9d8-3ece592560c5 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Pseudo labeling methods for semi-supervised semantic segmentation: A review and future perspec- tives,
Reference 8
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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4de48062-c87c-4c21-bd65-d286310b4702 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Multi-perspective pseudo-label generation and confidence-weighted training for semi- supervised semantic segmentation,
Reference 9
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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e7b56415-c2c2-4316-9957-29905f688fce · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Multi-level label correction by distilling proximate patterns for semi-supervised semantic segmentation,
Reference 10
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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 099a35d3-4089-4270-a6da-0aa0f5a70150 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Anti-adversarially manipulated attributions for weakly and semi-supervised semantic segmentation,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e24f3b2e-7d43-4065-9a4d-9466b1695508 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Revisiting weak-to- strong consistency in semi-supervised semantic segmentation,
Reference 13
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Observation aaa1bd89-e3b3-43cd-8f25-9dd97b1f54cc · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation A simple baseline for semi-supervised semantic segmentation with strong data augmentation,
Reference 14
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Observation 29ed608f-ccd9-42de-bde3-641e0af2bd52 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Augmentation matters: A simple-yet-effective approach to semi-supervised semantic segmentation,
Reference 15
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Observation ad5a7676-6634-4b20-95e6-040c1b8bf1a9 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation AutoAug- ment: Learning augmentation strategies from data,
Reference 16
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Observation 170c6be6-d4d9-4ac8-8245-bff685de2bb6 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Randaugment: Practical automated data augmentation with a reduced search space,
Reference 17
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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f3969ef6-69e6-4ef4-a353-f515789e4b50 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Trivialaugment: Tuning-free yet state-of- the-art data augmentation,
Reference 18
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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0c2bef15-121f-4bae-9166-ced49755c6da · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Semi-supervised semantic segmen- tation with cross-consistency training,
Reference 19
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Observation 983cea98-e005-4d8e-b282-7f40ef067fe5 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation C3-semiseg: Contrastive semi-supervised segmentation via cross-set learning and dynamic class-balancing,
Reference 20
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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 931e7481-5d82-4905-aa47-27c78ff1b421 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Dmt: Dynamic mutual training for semi-supervised learning,
Reference 21
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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6a6efa45-8c4a-486b-b35e-0c30f71666a4 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Bootstrapping semantic segmentation with regional contrast,
Reference 22
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Observation 8d64149f-cf30-4736-90c3-4ff4df5a615a · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Semi-supervised semantic segmentation with cross pseudo supervision,
Reference 23
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Observation eef8678f-51f4-443e-a471-4ba3184056a7 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation St++: Make self-training work better for semi-supervised semantic segmentation,
Reference 24
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Observation c7644472-e82a-427a-9d7c-105e9f8bddff · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Semi-supervised semantic segmentation with error localization network,
Reference 25
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Observation eac351fd-a3d0-4d88-a250-4ec0b909df17 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Perturbed and strict mean teachers for semi-supervised semantic seg- mentation,
Reference 26
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Observation 50cb0cb1-f120-4516-bb79-c306a04171f8 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Semi-supervised semantic segmentation using unreliable pseudo-labels,
Reference 27
Source-reported events for the cited work
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Observation 5d261b6d-adab-4fe7-ac0e-3ecddad307af · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Ucc: Uncertainty guided cross- head co-training for semi-supervised semantic segmentation,
Reference 28
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Observation 402d5d12-1c45-4a96-a486-95c52787961b · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Conflict- based cross-view consistency for semi-supervised semantic segmenta- tion,
Reference 29
Source-reported events for the cited work
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Observation ff93228e-e9b4-40da-bebd-0ddb63a878bf · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Instance-specific and model-adaptive supervision for semi-supervised semantic segmentation,
Reference 30
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Observation 94cccb1c-4398-4acf-871f-bb20b7600c24 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Querying labeled for unlabeled: Cross-image semantic consistency guided semi-supervised semantic segmentation,
Reference 31
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Observation c72932da-5749-4571-91c3-1d280b076c48 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Corrmatch: Label propagation via correlation matching for semi-supervised semantic segmentation,
Reference 32
Source-reported events for the cited work
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Observation 568a7209-bba4-48a8-8814-dcef18e88511 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Allspark: Reborn labeled features from unlabeled in transformer for semi-supervised semantic segmentation,
Reference 33
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Observation a9d1657e-c815-44c9-9de6-c5876d9981f7 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation The pascal visual object classes (voc) challenge,
Reference 34
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Observation 8ea69c3c-2384-4be1-b421-7e5babd22019 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation The cityscapes dataset for semantic urban scene understanding,
Reference 35
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Unavailable: canonical work link unavailable.
Observation f000a3bf-6f50-4ae8-b9a3-bb12f51d158e · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Microsoft coco: Common objects in context,
Reference 36
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Unavailable: canonical work link unavailable.
Observation f441f0aa-cebd-4f33-b40a-40205bcbed08 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Dash: Semi-supervised learning with dynamic thresholding,
Reference 37
Source-reported events for the cited work
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Observation 151bde70-4906-4d14-b491-e5d6e09c79ab · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Pseudo-label: The simple and efficient semi-supervised learning method for deep neural networks,
Reference 38
Source-reported events for the cited work
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Observation 6529071f-dc6d-491d-acdc-4cfce135a963 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Adasemicd: An adaptive semi-supervised change detection method based on pseudo-label evaluation,
Reference 39
Source-reported events for the cited work
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Observation 9ca66e99-39e7-43b0-9990-152e72e557a3 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Fixmatch: Simplifying semi- supervised learning with consistency and confidence,
Reference 40
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Observation 05f9e074-8780-4f69-a2c4-8292b834b449 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Flexmatch: Boosting semi-supervised learning with curriculum pseudo labeling,
Reference 41
Source-reported events for the cited work
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Observation 3ff5daaf-5143-4497-a760-b8a00c0d87a8 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation A Survey on Semi-Supervised Semantic Segmentation
Reference 42
Source-reported events for the cited work
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Observation 6395c7d8-d88a-43c5-925a-c3603e6618a8 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Learning with pseudo- ensembles,
Reference 43
Source-reported events for the cited work
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Observation ec8a52a4-cb49-4bec-863f-c3c2734afaf5 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Representation Learning with Contrastive Predictive Coding
Reference 44
Source-reported events for the cited work
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Observation b72934c2-c9fc-459f-972c-1242fe823ba6 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Generative adversarial nets,
Reference 45
Source-reported events for the cited work
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Observation c9f82741-3e8e-497d-974a-92d0aa45b816 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Semi-supervised semantic segmen- tation of vessel images using leaking perturbations,
Reference 46
Source-reported events for the cited work
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Observation 48d4b862-2750-4200-b818-ae4832601238 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Self-ensembling gan for cross-domain semantic segmentation,
Reference 47
Source-reported events for the cited work
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Observation f141d89e-4ed1-4066-bac1-ba1192be43c2 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Semi supervised semantic segmentation using generative adversarial network,
Reference 48
Source-reported events for the cited work
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Observation 7c11fe30-acd9-4e16-9bf8-ace18403c13c · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Semantic seg- mentation with generative models: Semi-supervised learning and strong out-of-domain generalization,
Reference 49
Source-reported events for the cited work
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Observation 40462d92-4c54-4019-917b-882d840da7fb · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Adversarial dual-student with differentiable spatial warping for semi-supervised semantic segmentation,
Reference 50
Source-reported events for the cited work
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Observation 808dffd8-9a54-4e5b-b682-8be375ebb1bf · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Adversarial network integrating dual attention and sparse representation for semi-supervised semantic seg- mentation,
Reference 51
Source-reported events for the cited work
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Observation 46606787-ee37-408e-9a1f-0c63dac4bda0 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Boosting semi-supervised semantic segmentation with probabilistic representations,
Reference 52
Source-reported events for the cited work
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Observation 89563e93-0e67-4033-862e-1fe610f612aa · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Pseudoseg: Designing pseudo labels for semantic segmentation,
Reference 53
Source-reported events for the cited work
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Observation 652d9d42-5ea1-4bba-825d-6b1e406849b4 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Hunting sparsity: Density- guided contrastive learning for semi-supervised semantic segmentation,
Reference 54
Source-reported events for the cited work
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Observation 0c1d6296-8578-4f87-a3cb-52fd30526a46 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Pixel contrastive-consistent semi-supervised semantic segmentation,
Reference 55
Source-reported events for the cited work
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Observation 30b095b6-dbd1-45f5-849d-932de35ae56e · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation An Overview of Deep Semi-Supervised Learning
Reference 56
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Observation 992dce6b-9188-488e-a19e-74fe86ded5e3 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Cutmix: Reg- ularization strategy to train strong classifiers with localizable features,
Reference 57
Source-reported events for the cited work
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Observation aafd8902-9bd8-48b3-9d54-d66ddf7bbdcc · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Classmix: Segmentation-based data augmentation for semi-supervised learning,
Reference 58
Source-reported events for the cited work
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Observation 8e2f1824-4e26-4430-b224-2ea7a99a5322 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Complexmix: Semi- supervised semantic segmentation via mask-based data augmentation,
Reference 59
Source-reported events for the cited work
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Observation d5f4a802-e24c-4870-9885-50ec12ada3bd · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Revisiting consistency for semi- supervised semantic segmentation,
Reference 60
Source-reported events for the cited work
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Observation 62b0b860-eba6-4477-9608-47bb7106f2a8 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation A baseline for semi-supervised learning of efficient semantic segmentation models,
Reference 61
Source-reported events for the cited work
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Observation 6c75c51e-a96d-4bd0-bf0c-67f47923844f · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Mean teachers are better role mod- els: Weight-averaged consistency targets improve semi-supervised deep learning results,
Reference 62
Source-reported events for the cited work
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Observation 66f26bff-6c81-41d0-891c-69e5b45a8596 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Semi-supervised semantic segmentation with directional context-aware consistency,
Reference 63
Source-reported events for the cited work
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Observation 8068caba-7376-46f1-8921-2366b57e8661 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Pruning-guided curriculum learning for semi-supervised semantic segmentation,
Reference 64
Source-reported events for the cited work
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Observation 540b4a2f-7080-4796-a29b-9249f552cfea · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Semi-supervised semantic segmentation needs strong, varied perturbations
Reference 65
Source-reported events for the cited work
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Observation 2ecb30fa-e7fe-477a-8be2-cc7bdb56dba1 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Semi-supervised semantic segmentation via gentle teaching assistant,
Reference 66
Source-reported events for the cited work
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Observation 48419885-3530-44c6-a065-3d8f8ba926e4 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Enhanced soft label for semi-supervised semantic segmentation,
Reference 67
Source-reported events for the cited work
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Observation 6c442a49-d501-47b9-89ec-572a9c769932 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation The pascal visual object classes challenge: A retrospective,
Reference 68
Source-reported events for the cited work
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Observation 0fb100d6-d119-41c8-aa51-c85f4b7a2f76 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Semantic contours from inverse detectors,
Reference 69
Source-reported events for the cited work
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Observation 3a1218f1-a828-4e96-a088-863e66421988 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Semi-supervised semantic segmentation via adaptive equalization learning,
Reference 70
Source-reported events for the cited work
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Observation 675a3cda-8ccd-4f8f-a177-47ffa9a4344e · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Cfcg: Semi-supervised semantic segmentation via cross-fusion and contour guidance supervision,
Reference 71
Source-reported events for the cited work
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Observation 0a6df115-9615-465c-a683-ddd48c30eb3b · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Semi-supervised semantic segmentation with mutual knowledge distillation,
Reference 72
Source-reported events for the cited work
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Observation 58a640d2-699f-47a5-a5e9-930ef307f6d7 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Logic-induced diagnostic reasoning for semi-supervised semantic segmentation,
Reference 73
Source-reported events for the cited work
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Observation 83ad6807-8a9e-4f8f-b220-8687955a3318 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Training vision transformers for semi- supervised semantic segmentation,
Reference 74
Source-reported events for the cited work
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Observation bc9c0c8f-e591-4fe3-b4ae-f773b74d85da · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Boundary- refined prototype generation: A general end-to-end paradigm for semi- supervised semantic segmentation,
Reference 75
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 257b125a-bf22-4dbe-a1a5-c151ecd0c79c · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Rethinking Atrous Convolution for Semantic Image Segmentation
Reference 76
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Observation 86b98f5b-aab0-4b1e-b84f-c6feef5d3e42 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Deep residual learning for image recognition,
Reference 77
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Observation 333e17e3-5a7c-4f83-befa-1ffc2936da04 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Imagenet: A large-scale hierarchical image database,
Reference 78
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Observation 7057e9c8-b5c7-44c4-8378-e06c8e46ce27 · outbound
Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation Segformer: Simple and efficient design for semantic segmentation with transformers,
Reference 79
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No inbound Pith citation observations are available.