Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning | Paper Citation Record

Observation d6ee3085-f46a-4cf3-bd86-a96d43e1730c · outbound

This paper cites Pointnet: Deep learning on point sets for 3d classification and segmentation,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Pointnet: Deep learning on point sets for 3d classification and segmentation,

Reference 1

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Observation cb1c95b5-ea63-44b4-9ed9-80a99d3868db · outbound

This paper cites Pointnet++: Deep hierarchical feature learning on point sets in a metric space,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Pointnet++: Deep hierarchical feature learning on point sets in a metric space,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:44.289644Z

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Observation f1601a2f-7dd4-49c6-b100-be790b86a38c · outbound

This paper cites Kpconv: Flexible and deformable convolution for point clouds,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Kpconv: Flexible and deformable convolution for point clouds,

Reference 3

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Observation 262ba99d-1cb6-43d4-9bec-9247c9ee2133 · outbound

This paper cites Region-enhanced feature learning for scene semantic segmentation,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Region-enhanced feature learning for scene semantic segmentation,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:44.274288Z

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Observation 0b246c7e-d0e4-42eb-b174-2c0357addef7 · outbound

This paper cites Mirageroom: 3d scene segmentation with 2d pre-trained models by mirage projection,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Mirageroom: 3d scene segmentation with 2d pre-trained models by mirage projection,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:44.266397Z

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Observation 2bd611d6-37b2-4dbd-b670-747032b3eac4 · outbound

This paper cites Geoauxnet: Towards universal 3d representation learning for multi-sensor point clouds,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Geoauxnet: Towards universal 3d representation learning for multi-sensor point clouds,

Reference 6

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Observation c732bb8b-3f23-46d6-9d56-3114caf723e3 · outbound

This paper cites Point cloud pre-training with diffusion models,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Point cloud pre-training with diffusion models,

Reference 7

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Observation 4e308bc5-6357-4544-b528-0494d0dbe8b4 · outbound

This paper cites A kernel correlation- based approach to adaptively acquire local features for learning 3d point clouds,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning A kernel correlation- based approach to adaptively acquire local features for learning 3d point clouds,

Reference 8

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Observation 7be44b1e-056b-4c83-9dcb-4da4cdc5ec02 · outbound

This paper cites Look inside 3d point cloud deep neural network by patch-wise saliency map,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Look inside 3d point cloud deep neural network by patch-wise saliency map,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:44.234896Z

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Observation 0ed585d1-b1fb-4dd2-b3c2-de140c1a8c02 · outbound

This paper cites Lslpct: An enhanced local semantic learning transformer for 3-d point cloud analysis,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Lslpct: An enhanced local semantic learning transformer for 3-d point cloud analysis,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:44.226372Z

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Observation c36dc082-4f87-4101-9244-93477b765434 · outbound

This paper cites Jsenet: Joint semantic segmentation and edge detection network for 3d point clouds,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Jsenet: Joint semantic segmentation and edge detection network for 3d point clouds,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:44.218404Z

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Observation 61faf7bf-c070-4459-835d-9e92504496a5 · outbound

This paper cites Pointnext: Revisiting pointnet++ with improved training and scaling strategies,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Pointnext: Revisiting pointnet++ with improved training and scaling strategies,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:44.210152Z

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Observation 81ce5787-0a1e-469d-9753-9851979a770f · outbound

This paper cites Learning dynamic scene- conditioned 3d object detectors,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Learning dynamic scene- conditioned 3d object detectors,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:44.201133Z

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Observation bf0817f5-e2b5-426b-996f-983230bdf81a · outbound

This paper cites Pointcontrast: Unsupervised pre-training for 3d point cloud understanding,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Pointcontrast: Unsupervised pre-training for 3d point cloud understanding,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:44.193427Z

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Observation 61fce4aa-9cc4-47bf-be05-0617df96613d · outbound

This paper cites Contrastive boundary learning for point cloud segmentation,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Contrastive boundary learning for point cloud segmentation,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:44.185099Z

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Observation a3035226-f257-40dc-885d-569f449d4abe · outbound

This paper cites Hybridcr: Weakly-supervised 3d point cloud semantic segmentation via hybrid contrastive regularization,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Hybridcr: Weakly-supervised 3d point cloud semantic segmentation via hybrid contrastive regularization,

Reference 16

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Observation f90cfa1f-96a6-48a2-8e84-6261a85aff44 · outbound

This paper cites Guided point contrastive learning for semi-supervised point cloud semantic segmentation,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Guided point contrastive learning for semi-supervised point cloud semantic segmentation,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:43.755948Z

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Observation e49df4ce-a371-445f-891a-a499075f64f8 · outbound

This paper cites Arcface: Additive angular margin loss for deep face recognition,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Arcface: Additive angular margin loss for deep face recognition,

Reference 18

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Observation 9359d542-3dcc-4b62-9577-8fa931675b42 · outbound

This paper cites Cosface: Large margin cosine loss for deep face recognition,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Cosface: Large margin cosine loss for deep face recognition,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:43.428289Z

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Observation 4f91e778-a6a2-4dab-b6f0-d3996222c2e6 · outbound

This paper cites Towards semi- supervised deep facial expression recognition with an adaptive confi- dence margin,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Towards semi- supervised deep facial expression recognition with an adaptive confi- dence margin,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:43.251262Z

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Observation 68b41959-7f0f-4ea2-a5ef-976aec7e1a1e · outbound

This paper cites Boosting few- shot learning with adaptive margin loss,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Boosting few- shot learning with adaptive margin loss,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:43.129809Z

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Observation d130377b-d591-45f7-93d0-9aa87341f3f7 · outbound

This paper cites Joint 2D-3D-Semantic Data for Indoor Scene Understanding.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Joint 2D-3D-Semantic Data for Indoor Scene Understanding

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T19:05:34.358837Z

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Observation d82fb5bb-1b52-4a70-b947-3c33fe0a3d9a · outbound

This paper cites Scannet: Richly-annotated 3d reconstructions of indoor scenes,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Scannet: Richly-annotated 3d reconstructions of indoor scenes,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:42.966634Z

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Observation baee39fe-2ff8-4999-aae5-15819079c1a2 · outbound

This paper cites Adaptive margin contrastive learning for ambiguity-aware 3d semantic segmentation,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Adaptive margin contrastive learning for ambiguity-aware 3d semantic segmentation,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:42.811665Z

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Observation 5aeb614d-e6ce-4e15-a1cc-742ed5bb5a3c · outbound

This paper cites A closer look at local aggregation operators in point cloud analysis,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning A closer look at local aggregation operators in point cloud analysis,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:42.691421Z

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Observation 2f115f6b-5b8b-496f-9993-b5e2c96d6f31 · outbound

This paper cites Meta architecture for point cloud analysis,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Meta architecture for point cloud analysis,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:42.544660Z

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Observation ceca5fe7-9cb7-4679-9eaa-f2661b8c9e0b · outbound

This paper cites Paconv: Position adaptive convolution with dynamic kernel assembling on point clouds,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Paconv: Position adaptive convolution with dynamic kernel assembling on point clouds,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:42.379108Z

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Observation b3d38fde-58a2-4319-9a77-2f002c5af605 · outbound

This paper cites Semantic context encoding for accurate 3d point cloud segmentation,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Semantic context encoding for accurate 3d point cloud segmentation,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:42.238609Z

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Observation 5ab7cb6f-4ae1-4785-9887-0af956223cd0 · outbound

This paper cites Large-scale point cloud semantic segmentation with superpoint graphs,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Large-scale point cloud semantic segmentation with superpoint graphs,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:42.088558Z

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Observation cb895376-9758-4fe2-8bbf-c36ba40c489a · outbound

This paper cites Pu-gcn: Point cloud upsampling using graph convolutional networks,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Pu-gcn: Point cloud upsampling using graph convolutional networks,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:41.892059Z

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Observation 53befc6f-4caa-4722-bcb2-e38ca2c341ce · outbound

This paper cites Hapgn: Hierarchical attentive pooling graph network for point cloud segmentation,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Hapgn: Hierarchical attentive pooling graph network for point cloud segmentation,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:41.733920Z

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Observation 74667bcc-c1d8-4dfc-9858-3045f19ba93a · outbound

This paper cites Seggroup: Seg-level supervision for 3d instance and semantic segmentation,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Seggroup: Seg-level supervision for 3d instance and semantic segmentation,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:41.571554Z

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Observation 7aeb32b9-0ce0-4941-bb20-f5abe08cd1a0 · outbound

This paper cites Point transformer,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Point transformer,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:41.401741Z

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Observation cbc93933-92b0-4fff-8137-1be98048762c · outbound

This paper cites Fast point transformer,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Fast point transformer,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:41.265089Z

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Observation f01bc228-8ed4-4118-94da-d89179644ed9 · outbound

This paper cites Noise-contrastive estimation: A new estimation principle for unnormalized statistical models,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Noise-contrastive estimation: A new estimation principle for unnormalized statistical models,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:41.142677Z

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Observation 305c1575-0a02-45a5-a394-edccc9675707 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Representation Learning with Contrastive Predictive Coding

Reference 36

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Observation 92007b1f-a4a8-4349-b44d-3c238219c791 · outbound

This paper cites Supervised contrastive learn- ing,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Supervised contrastive learn- ing,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:40.893254Z

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Observation c15f39bc-1752-43f5-8420-4ae324289b26 · outbound

This paper cites 3d shape contrastive representation learning with adversarial examples,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning 3d shape contrastive representation learning with adversarial examples,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:40.517043Z

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Observation 887df222-5411-47bd-9487-2b508f814d78 · outbound

This paper cites Point-lgmask: Local and global contexts embedding for point cloud pre-training with multi-ratio masking,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Point-lgmask: Local and global contexts embedding for point cloud pre-training with multi-ratio masking,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:40.085301Z

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Observation 76c14fed-7d86-499f-be45-88e965c3f1af · outbound

This paper cites Self-supervised intra-modal and cross-modal contrastive learning for point cloud understanding,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Self-supervised intra-modal and cross-modal contrastive learning for point cloud understanding,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:39.721150Z

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Observation 113188a3-0a48-473b-a2db-96e4e6f3ade1 · outbound

This paper cites Inter-modal masked autoencoder for self-supervised learning on point clouds,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Inter-modal masked autoencoder for self-supervised learning on point clouds,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:39.349841Z

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Observation a41ebb59-1f82-4a1b-9752-cdfcb7603a44 · outbound

This paper cites M-rrfs: A memory-based robust region feature synthesizer for zero-shot object detection,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning M-rrfs: A memory-based robust region feature synthesizer for zero-shot object detection,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:39.053150Z

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Observation d6352c7c-60ec-426e-bf07-c44703d1f099 · outbound

This paper cites Continual all-in-one adverse weather removal with knowledge replay on a unified network structure,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Continual all-in-one adverse weather removal with knowledge replay on a unified network structure,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:38.837856Z

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Observation 3c23538e-07fe-4e65-a137-b46b2d0a4f41 · outbound

This paper cites Quad-tier entity fusion con- trastive representation learning for knowledge aware recommendation system,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Quad-tier entity fusion con- trastive representation learning for knowledge aware recommendation system,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:38.687969Z

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Observation 367840fb-64fb-41e6-88c5-9ba0eab0c6d7 · outbound

This paper cites Omni- supervised point cloud segmentation via gradual receptive field compo- nent reasoning,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Omni- supervised point cloud segmentation via gradual receptive field compo- nent reasoning,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:38.452506Z

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Observation 2b9e29f6-661b-452e-8d98-01b5fbbffb77 · outbound

This paper cites Context-aware 3d point cloud semantic segmentation with plane guidance,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Context-aware 3d point cloud semantic segmentation with plane guidance,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:38.216404Z

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Observation 2e5c89a7-6103-48e8-9b94-e7044b64a81b · outbound

This paper cites Pu-net: Point cloud upsampling network,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Pu-net: Point cloud upsampling network,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:38.045250Z

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Observation 2357af08-7a98-4cda-9be4-e30a69be969f · outbound

This paper cites Finding critical links for closeness centrality,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Finding critical links for closeness centrality,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:37.890194Z

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Observation 8f71c9f0-0270-4c85-8f4b-313613eb954d · outbound

This paper cites Finding the most degree-central walks and paths in a graph: Exact and heuristic approaches,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Finding the most degree-central walks and paths in a graph: Exact and heuristic approaches,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:37.730856Z

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Observation cc8f6492-24e9-4326-9433-1d9f080264a5 · outbound

This paper cites Detecting a most closeness-central clique in complex networks,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Detecting a most closeness-central clique in complex networks,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:37.550668Z

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Observation 40f9de7f-02b8-4d54-b787-9899739ab5fa · outbound

This paper cites Momentum contrast for unsupervised visual representation learning,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Momentum contrast for unsupervised visual representation learning,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:37.379867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 749c0ec6-c4d7-4437-b1de-2bf69369578e · outbound

This paper cites Pct: Point cloud transformer,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Pct: Point cloud transformer,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:37.201175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6b2bb705-9ab7-4e42-8e48-cd88fbf0550d · outbound

This paper cites Pointmixer: Mlp-mixer for point cloud understanding,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Pointmixer: Mlp-mixer for point cloud understanding,

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:37.084107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fe985898-9100-4432-961a-d722648d2e10 · outbound

This paper cites Hgnet: Learning hierarchical geometry from points, edges, and surfaces,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Hgnet: Learning hierarchical geometry from points, edges, and surfaces,

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:36.986271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2547466b-52db-4a48-8edc-c321a639174f · outbound

This paper cites Self-positioning point-based transformer for point cloud understanding,.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Self-positioning point-based transformer for point cloud understanding,

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:05:36.889551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c3aa06af-5c70-49f0-9dc1-2f2040a048de · outbound

This paper cites Point Cloud Mamba: Point Cloud Learning via State Space Model.

Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning Point Cloud Mamba: Point Cloud Learning via State Space Model

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T19:05:36.741634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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