Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T22:31:35.793234Z
Paper Citation Record · LEDGER
As of 5 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 0 inbound Pith citation observations for arXiv:2511.10260.
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 2026-08-03T22:31:35.793234Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+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
64 of 64 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation b7887d67-2cc2-4296-839d-ea9521e1e708 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification A Survey on Vision Transformer,
Reference 1
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Unavailable: canonical work link unavailable.
Observation 73c9448d-891d-4ac1-9997-5f9c7540fdbb · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Fine-Grained Image Analysis with Deep Learning: A Survey,
Reference 2
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Observation df8000fa-1b72-4747-8cf3-d28ecfa9903e · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification A Survey on Deep Learning- based Fine-Grained Object Classification and Semantic Segmentation,
Reference 3
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Observation 93714c2c-9120-4da6-87ce-e141cac2aee6 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Transformers in Vision: A Survey,
Reference 4
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Unavailable: canonical work link unavailable.
Observation e0d39fda-641c-45d9-9a69-f8a39dca7df1 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification A Vision Transformer for Fine-Grained Classification by Reducing Noise and Enhancing Discriminative Information,
Reference 5
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Observation 2057c15f-142f-49c7-8183-dc3b76e5aca3 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Multi-Part Token Transformer with Dual Contrastive Learning for Fine-Grained Image Classification,
Reference 6
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Unavailable: canonical work link unavailable.
Observation 66c0c6b3-576f-4183-a41a-eab5f4be08d3 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Feature Fusion Vision Transformer for Fine-Grained Visual Categorization
Reference 7
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Unavailable: canonical work link unavailable.
Observation e511a2b4-81a4-4eb7-8c8d-d7898650bd80 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification TransFG: A Transformer Architecture for Fine-Grained Recognition,
Reference 8
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Unavailable: canonical work link unavailable.
Observation b6a11483-a403-40a4-83a3-beb5304a19e7 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Fine-Grained Visual Classifica- tion via Internal Ensemble Learning Transformer,
Reference 9
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Unavailable: canonical work link unavailable.
Observation b981d597-2b47-494f-9fad-a2a932425c85 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Local and Global Logit Adjustments for Long-Tailed Learning,
Reference 10
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Unavailable: canonical work link unavailable.
Observation 12fe468f-d1c5-4a91-90fc-6a2cd53cb33f · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification SR-GNN: Spatial Relation-Aware Graph Neural Network for Fine-Grained Image Categorization,
Reference 11
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Observation 26b944e8-685b-48b7-a23f-194bd4e7d915 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Interweaving Insights: High-Order Feature Interaction for Fine-Grained Visual Recognition,
Reference 12
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Unavailable: canonical work link unavailable.
Observation a6e4cc3b-7dad-42f4-8c19-622d9c08f31a · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Hypergraph-Induced Convolutional Networks for Visual Classifica- tion,
Reference 13
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Unavailable: canonical work link unavailable.
Observation abc82abb-bf8a-4768-8354-eb15b2272068 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Adaptive Neural Message Passing for Inductive Learning on Hypergraphs,
Reference 14
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Unavailable: canonical work link unavailable.
Observation c1a189f2-1ada-41c3-b532-5999520b5489 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification HGFormer: Topology-Aware Vision Transformer with Hypergraph Learning,
Reference 15
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Unavailable: canonical work link unavailable.
Observation 5551a242-040d-4433-b409-203514f50372 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification The Caltech-Ucsd Birds-200-2011 Dataset,
Reference 16
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Unavailable: canonical work link unavailable.
Observation 176bb04c-9bcf-4228-b8db-80e4154f7a4a · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Novel Dataset for Fine-Grained Image Categorization: Stanford Dogs,
Reference 17
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Unavailable: canonical work link unavailable.
Observation d762f62b-6bf1-4715-a027-88933b8af137 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Attention is All You Need,
Reference 18
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Observation f16dee79-3a87-4511-be20-79f11f56f916 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Rams- trans: Recurrent attention multi-scale transformer for fine-grained image recognition,
Reference 19
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Unavailable: canonical work link unavailable.
Observation 084c94c2-2f4d-4b52-8aa8-8b20abebac72 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Delving into Multimodal Prompting for Fine-Grained Visual Classification,
Reference 20
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Unavailable: canonical work link unavailable.
Observation aaffaf00-b537-488d-a3a1-750cdec78d55 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Fine-Grained Recognition without Part Annotations,
Reference 21
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Unavailable: canonical work link unavailable.
Observation f897b442-e48f-450a-ac82-711b9d97c4c8 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Bird Species Categorization Using Pose Normalized Deep Convolutional Nets
Reference 22
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Unavailable: canonical work link unavailable.
Observation b4897df5-34a0-4ba2-8f1e-acfad5701ede · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Fully Convolutional Attention Networks for Fine-Grained Recognition
Reference 23
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Unavailable: canonical work link unavailable.
Observation 84442930-003f-4ffb-9f10-33f485b67b9f · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Bilinear CNN Models for Fine-Grained Visual Recognition,
Reference 24
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Unavailable: canonical work link unavailable.
Observation fa58a0e5-cfc6-4327-96d5-911386778e40 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification,
Reference 25
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Unavailable: canonical work link unavailable.
Observation c13493fb-493a-4f7e-bdfb-24054e5fc7aa · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Cross-Part Learning for Fine-Grained Image Classification,
Reference 26
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Unavailable: canonical work link unavailable.
Observation 13b31db7-80dd-48f9-8608-b00a3ae597a0 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Mask-CNN: Localizing Parts and Selecting Descriptors for Fine-Grained Bird Species Catego- rization,
Reference 27
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Unavailable: canonical work link unavailable.
Observation c6bb50c5-5213-47a2-ad71-ce6c44a94e45 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Part-Guided Relational Trans- formers for Fine-Grained Visual Recognition,
Reference 28
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Unavailable: canonical work link unavailable.
Observation 0130c943-6856-4f08-887c-a3510ef4de0d · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Weakly Supervised Posture Min- ing for Fine-Grained Classification,
Reference 29
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Unavailable: canonical work link unavailable.
Observation 0bf7eb90-a82e-48c6-8eab-b312d68daaf8 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Improving Visual Recognition with Hyperbolical Visual Hierarchy Mapping,
Reference 30
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Unavailable: canonical work link unavailable.
Observation a289808f-80c6-4614-bf5f-79fb7196ee93 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Mode Hypergraph Neural Network,
Reference 31
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Unavailable: canonical work link unavailable.
Observation ba8ccebc-0563-44e0-9014-f16c706ec0cc · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification LightHGNN: Distilling Hyper- graph Neural Networks into MLPs for 100x Faster Inference,
Reference 32
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Unavailable: canonical work link unavailable.
Observation 9b582f07-af3b-45ea-a3b8-509713c5e62e · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Hgnn+: General Hypergraph Neural Networks,
Reference 33
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Unavailable: canonical work link unavailable.
Observation 158bb067-6583-47bc-a3dc-7240465193fc · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Hyper-Yolo: When Visual Object Detection Meets Hypergraph Computation,
Reference 34
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Unavailable: canonical work link unavailable.
Observation cf1e8691-59f9-40eb-a8f6-0124e22c1879 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Vision Hgnn: An Image Is More Than A Graph of Nodes,
Reference 35
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Unavailable: canonical work link unavailable.
Observation 11b21f4b-e54c-4ef1-8551-80cb5b7bae73 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Hyperbolic Category Discovery,
Reference 36
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Unavailable: canonical work link unavailable.
Observation 791a6d86-c207-41b5-90c8-dcc32f88e495 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification HLFormer: Enhancing Partially Relevant Video Retrieval with Hyperbolic Learning
Reference 37
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Unavailable: canonical work link unavailable.
Observation 9fd70008-a936-4111-9431-e436f5bba4b6 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Building A Bird Recognition APP and Large Scale Dataset with Citizen Scientists: The Fine Print in Fine- Grained Dataset Collection,
Reference 38
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Unavailable: canonical work link unavailable.
Observation 76301482-ef39-4f46-a535-b5ba034cf8e5 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Automated Flower Classification Over A Large Number of Classes,
Reference 39
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Unavailable: canonical work link unavailable.
Observation 353fffc3-6511-40bd-a6c6-d8b2ad1ac28b · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Swin Transformer: Hierarchical Vision Transformer using Shifted Win- dows,
Reference 40
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Unavailable: canonical work link unavailable.
Observation ce1f79a4-4625-4815-a8c5-c41238e0c480 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification ImageNet-21K Pretraining for the Masses
Reference 41
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Unavailable: canonical work link unavailable.
Observation 64bee426-eda8-4373-8931-329726b67187 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification ImageNet: A Large-Scale Hierarchical Image Database,
Reference 42
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Unavailable: canonical work link unavailable.
Observation a8b421da-16e8-4f61-a1d7-1824e9b66905 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification An Attention- Locating Algorithm for Eliminating Background Effects in Fine-Grained Visual Classification,
Reference 43
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Observation c30997f0-9da9-41b9-aa60-e553e3fdc949 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Filtration and Distillation: Enhancing Region Attention for Fine-Grained Visual Categorization,
Reference 44
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Observation 4b6f3f12-87f6-4e32-9291-8fb5ef83771c · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Fine-Grained Visual Categorization by Localizing Object Parts with Single Image,
Reference 45
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Observation 7cfff930-ae46-4319-bec9-737c21eebf81 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification AP-CNN: Weakly Supervised Attention Pyramid Convolutional Neural Network for Fine-Grained Visual Classification,
Reference 46
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Observation ae3f06f3-e473-462f-bcf6-64a50fdb63dd · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Fine-Grained Object Classification via Self-Supervised Pose Alignment,
Reference 47
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Observation ac2d69f8-ee93-4708-88ff-8257478b6952 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Granularity-Aware Distillation and Structure Modeling Region Proposal Network for Fine- Grained Image classification,
Reference 48
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Observation b3ad7450-1f7f-4be1-9e78-399008d76cb0 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Learning Mutually Exclusive Part Rep- resentations for Fine-Grained Image Classification,
Reference 49
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Observation 3bcc7dba-141b-46aa-a931-5c92b3c009c4 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Vit-Net: Interpretable Vision Transform- ers with Neural Tree Decoder,
Reference 50
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Observation 5c02d505-18dd-4480-a42f-3c7090a80aed · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification TransIFC: Invariant Cues-Aware Feature Concentration Learning for Efficient Fine- Grained Bird Image Classification,
Reference 51
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Observation ac10e22f-fbb9-4234-b8dd-e609762b34dc · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Learning Attentive Pairwise In- teraction for Fine-Grained Classification,
Reference 52
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Observation 22a239e1-1c6d-4ed5-b4d0-66ab00403589 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Context-Aware Attentional Pooling for Fine-Grained Visual Classification,
Reference 53
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Observation 1af315bb-d278-46b0-854c-f147e5cca7ec · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-Identification,
Reference 54
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Unavailable: canonical work link unavailable.
Observation 41f9e877-13dd-4084-b892-e41945b69560 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification PBC: Polygon- based Classifier for Fine-Grained Categorization,
Reference 55
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Unavailable: canonical work link unavailable.
Observation b00d3291-3f85-4eb4-b178-ad049d9f077b · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Interactive: Inter- Layer Activeness Propagation,
Reference 56
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Unavailable: canonical work link unavailable.
Observation 8d7174d3-8b38-4bf1-adc4-8275c8968e1a · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Borrowing Treasures from The Wealthy: Deep Transfer Learning Through Selective Joint Fine-Tuning,
Reference 57
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Observation 67b7d088-f7e2-4ae3-a0b4-9bbb6ab06431 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Object-Part Attention Model for Fine- Grained Image Classification,
Reference 58
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Unavailable: canonical work link unavailable.
Observation 20484f70-6185-4e9b-887f-b4455fe4f235 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Large scale Fine-Grained Categorization and Domain-Specific Transfer Learning,
Reference 59
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Observation 005f3291-8095-45ce-ac69-995fc79024c0 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Learning A Mixture of Granularity-Specific Experts for Fine-Grained Categorization,
Reference 60
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Observation 4404397d-af7d-4bae-9fef-20ac00d932e8 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Deep Learning on Small Datasets without Pre- training Using Cosine Loss,
Reference 61
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Unavailable: canonical work link unavailable.
Observation 6cb01f02-dad8-44eb-85a9-8cafc9ddb129 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Bi-Modal Progres- sive Mask Attention for Fine-Grained Recognition,
Reference 62
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Observation 7b3ef5e0-f0fa-4268-bd9d-b181fac0b45c · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification SoftHGNN: Soft Hypergraph Neural Networks for General Visual Recognition
Reference 63
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Unavailable: canonical work link unavailable.
Observation 40a21e0b-e8b3-4865-b208-a7069fadd477 · outbound
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification Understanding Hyperbolic Metric Learning through Hard Negative Sampling,
Reference 64
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No inbound Pith citation observations are available.