Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T13:59:52.938031Z
Paper Citation Record · LEDGER
As of 16 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:1908.03983.
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 2026-08-14T13:59:52.938031Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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
53 of 53 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 1cca33cf-4647-4224-b6cf-061f38ce69cc · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Zero-shot learning through cross-modal transfer,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 21ffba12-783a-4d50-986a-e45ad23a1b84 · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning An empirical study and analysis of generalized zero-shot learning for object recognition in the wild,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5f87e4b0-9a4b-46ee-a795-b11f2d47f31f · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Toward open set recognition,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c6ad2c2c-81b5-453d-81cb-7c61e566d8ac · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Probability models for open set recognition,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 748b12ff-82ae-4866-9c5b-5e9857d358dc · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Robust classification with convolutional prototype learning,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a3c671df-2862-4619-b8d7-66cc0f9aa9c6 · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Recent Advances in Open Set Recognition: A Survey
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2eacd9ab-d4f9-4bd3-964b-b9c6ee93c288 · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Reducing network agnos- tophobia,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c000dbf7-1201-488d-90de-6527d8fde55e · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning C2ae: Class conditioned auto-encoder for open-set recognition,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 56c7229a-00f3-4485-8911-c5fb5e70f320 · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Triple verification network for generalized zero-shot learning,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 940be344-018e-4566-814e-2d672da65560 · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning A unified approach for conventional zero-shot, generalized zero-shot, and few-shot learning,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 680bb6b9-4cc1-4adb-87f9-331957efa916 · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Zero shot learning via low-rank embedded semantic autoencoder.,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ccf6adad-3a83-42af-a7aa-65aa6ef391b5 · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Generalized zero-shot recognition based on visually semantic embedding,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation fadb0678-37ca-4005-a62a-cc7c9da27361 · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Generalized zero- shot learning with deep calibration network,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 110a29cd-b5b2-4833-a012-5d0c2fd9dffb · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Gener- alized zero-and few-shot learning via aligned variational autoencoders,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 81bf25f7-a939-4f5a-bb09-1a4d88733b6c · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Feature generating networks for zero-shot learning,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c0a4f466-c281-40c6-b1e2-236c9d483e23 · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Multi-modal cycle- consistent generalized zero-shot learning,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 73f74021-d6fe-46dd-9358-dbf24a61510d · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Zero-shot kernel learning,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d6b3f954-8b0d-48e0-a91a-79be3ca831d9 · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning NIPS 2016 Tutorial: Generative Adversarial Networks
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50020b6a-0561-4a5d-8b04-d4b6b8eb3e5f · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Learning to detect unseen object classes by between-class attribute transfer,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a4ec2b4c-71bd-4302-a6df-2693966eabe4 · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Attribute-based classifi- cation for zero-shot visual object categorization,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4f22e246-9783-4dba-a70b-99d09dda675a · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Semi-supervised zero-shot classi- fication with label representation learning,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d9873dcc-a9e3-4909-93a8-f2d7e2c122fb · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Zero-shot learning-the good, the bad and the ugly,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 75a5475c-bbf7-45bd-882a-9bca8626c9f1 · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Recent advances in zero-shot recognition: Toward data-efficient understanding of visual content,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation fdc03f5c-1f29-4db3-a5c3-bfdd1e167bd6 · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Zero-shot learning: An energy based approach,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 64855773-380c-4caa-82d6-17801e414b29 · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Learning to share visual appearance for multiclass object detection,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f60f4d6c-e5b7-4f5f-bb3f-82a16e564025 · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Capturing long-tail distribu- tions of object subcategories,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 03756477-bcb2-4a23-8d82-44384b05f581 · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Zero-shot learning via semantic similarity embedding,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a219cea5-49a3-4c1f-a1d7-9d4e22f67d14 · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning An embarrassingly simple approach to zero-shot learning,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2ee19ce0-c91d-438f-af29-fb2ed0e269ae · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Latent embeddings for zero-shot classification,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7de8d45e-c6f7-4634-b9f3-9f892c9cb9b4 · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Semantic autoencoder for zero-shot learning,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c7049a5b-9b86-4421-8b26-42c76526b51c · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Learning a deep embedding model for zero-shot learning,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 68f920c6-f311-478a-a0a7-7af6882d560d · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Implicit non-linear similarity scoring for recognizing unseen classes,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ea71092a-c867-4568-b244-4cb9378e8e1f · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Zero-shot visual recognition using semantics-preserving adversarial embedding network,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7b620d18-2afa-4941-b4ae-301708f8e71a · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Towards Effective Deep Embedding for Zero-Shot Learning
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 36b7a613-ac90-44b5-8370-f2f0e5cea68c · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Preserving semantic relations for zero-shot learning,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a16c8f12-a702-4ac1-8897-40555fd99a72 · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Dual-verification network for zero-shot learning,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 49eacb5c-0a00-4bac-a4c4-f31e278c122c · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Dissimilarity representation learning for generalized zero-shot recognition,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1b0827c9-6b5d-41b5-86d5-70bd53516f5c · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Pseudo transfer with marginalized corrupted attribute for zero-shot learning,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 316fc5cf-05c7-4de8-8454-4ccaf357d865 · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Generalized zero- shot learning via synthesized examples,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b5d37ce0-70de-4d4e-8e2b-d87656346d56 · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Bi-Adversarial Auto-Encoder for Zero-Shot Learning
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 039df7c1-a2ac-4e9a-aa87-fc7d8b94c32c · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Leveraging the invariant side of generative zero-shot learning,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0f0d56f6-d143-49fb-a186-fc86f134485b · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Multi-modal ensemble classification for generalized zero shot learning,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 160353d4-87de-45da-bba9-5ee5db6cbfd4 · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Learning the Compositional Spaces for Generalized Zero-shot Learning
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9545fef0-7fa0-489f-bd12-be03bd2e1829 · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Adaptive confidence smoothing for gen- eralized zero-shot learning,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation da1bed09-2027-4102-8a1f-753ee5dd0f7c · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Zero-shot learning- a comprehensive evaluation of the good, the bad and the ugly,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1abec895-2e72-41b9-869a-af7ba567f14f · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning The caltech-ucsd birds-200-2011 dataset,
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d057c75f-e888-4ea8-80a8-95cf0cc2e638 · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Sun attribute database: Discovering, annotat- ing, and recognizing scene attributes,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c9b86063-e9b0-4904-9d21-778791d42f3f · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Describing objects by their attributes,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5989f729-2d00-4883-b068-335c774e065a · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Deep residual learning for image recognition,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f388691d-95d9-46ac-b5a0-bc8271dc5c80 · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Imagenet large scale visual recognition challenge,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 8b919c55-e39d-405c-ab86-ed254c6f16cd · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Learning to compare: Relation network for few-shot learning,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4fc3d953-1005-4d52-89e1-833db068bac4 · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Open-World Visual Recognition Using Knowledge Graphs
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d47269de-5a14-490d-87bb-7ed4439a295b · outbound
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Inference with the universum,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
No inbound Pith citation observations are available.