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Paper Citation Record · LEDGER

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning

As of 21 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.

pith.paper-citation-record.v1
1908.03983 v2

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T13:59:52.938031Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

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measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

53 of 53 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1cca33cf-4647-4224-b6cf-061f38ce69cc · outbound

This paper cites Zero-shot learning through cross-modal transfer,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Zero-shot learning through cross-modal transfer,

Reference 1

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Observation 21ffba12-783a-4d50-986a-e45ad23a1b84 · outbound

This paper cites An empirical study and analysis of generalized zero-shot learning for object recognition in the wild,.

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

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Observation 5f87e4b0-9a4b-46ee-a795-b11f2d47f31f · outbound

This paper cites Toward open set recognition,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Toward open set recognition,

Reference 3

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Observation c6ad2c2c-81b5-453d-81cb-7c61e566d8ac · outbound

This paper cites Probability models for open set recognition,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Probability models for open set recognition,

Reference 4

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Observation 748b12ff-82ae-4866-9c5b-5e9857d358dc · outbound

This paper cites Robust classification with convolutional prototype learning,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Robust classification with convolutional prototype learning,

Reference 5

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Observation a3c671df-2862-4619-b8d7-66cc0f9aa9c6 · outbound

This paper cites Recent Advances in Open Set Recognition: A Survey.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Recent Advances in Open Set Recognition: A Survey

Reference 6

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Observation 2eacd9ab-d4f9-4bd3-964b-b9c6ee93c288 · outbound

This paper cites Reducing network agnos- tophobia,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Reducing network agnos- tophobia,

Reference 7

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Observation c000dbf7-1201-488d-90de-6527d8fde55e · outbound

This paper cites C2ae: Class conditioned auto-encoder for open-set recognition,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning C2ae: Class conditioned auto-encoder for open-set recognition,

Reference 8

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Observation 56c7229a-00f3-4485-8911-c5fb5e70f320 · outbound

This paper cites Triple verification network for generalized zero-shot learning,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Triple verification network for generalized zero-shot learning,

Reference 9

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Observation 940be344-018e-4566-814e-2d672da65560 · outbound

This paper cites A unified approach for conventional zero-shot, generalized zero-shot, and few-shot learning,.

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

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Observation 680bb6b9-4cc1-4adb-87f9-331957efa916 · outbound

This paper cites Zero shot learning via low-rank embedded semantic autoencoder.,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Zero shot learning via low-rank embedded semantic autoencoder.,

Reference 11

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Observation ccf6adad-3a83-42af-a7aa-65aa6ef391b5 · outbound

This paper cites Generalized zero-shot recognition based on visually semantic embedding,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Generalized zero-shot recognition based on visually semantic embedding,

Reference 12

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Observation fadb0678-37ca-4005-a62a-cc7c9da27361 · outbound

This paper cites Generalized zero- shot learning with deep calibration network,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Generalized zero- shot learning with deep calibration network,

Reference 13

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Observation 110a29cd-b5b2-4833-a012-5d0c2fd9dffb · outbound

This paper cites Gener- alized zero-and few-shot learning via aligned variational autoencoders,.

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

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Observation 81bf25f7-a939-4f5a-bb09-1a4d88733b6c · outbound

This paper cites Feature generating networks for zero-shot learning,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Feature generating networks for zero-shot learning,

Reference 15

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Observation c0a4f466-c281-40c6-b1e2-236c9d483e23 · outbound

This paper cites Multi-modal cycle- consistent generalized zero-shot learning,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Multi-modal cycle- consistent generalized zero-shot learning,

Reference 16

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Observation 73f74021-d6fe-46dd-9358-dbf24a61510d · outbound

This paper cites Zero-shot kernel learning,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Zero-shot kernel learning,

Reference 17

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Observation d6b3f954-8b0d-48e0-a91a-79be3ca831d9 · outbound

This paper cites NIPS 2016 Tutorial: Generative Adversarial Networks.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning NIPS 2016 Tutorial: Generative Adversarial Networks

Reference 18

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Observation 50020b6a-0561-4a5d-8b04-d4b6b8eb3e5f · outbound

This paper cites Learning to detect unseen object classes by between-class attribute transfer,.

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

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Observation a4ec2b4c-71bd-4302-a6df-2693966eabe4 · outbound

This paper cites Attribute-based classifi- cation for zero-shot visual object categorization,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Attribute-based classifi- cation for zero-shot visual object categorization,

Reference 20

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Observation 4f22e246-9783-4dba-a70b-99d09dda675a · outbound

This paper cites Semi-supervised zero-shot classi- fication with label representation learning,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Semi-supervised zero-shot classi- fication with label representation learning,

Reference 21

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Observation d9873dcc-a9e3-4909-93a8-f2d7e2c122fb · outbound

This paper cites Zero-shot learning-the good, the bad and the ugly,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Zero-shot learning-the good, the bad and the ugly,

Reference 22

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Observation 75a5475c-bbf7-45bd-882a-9bca8626c9f1 · outbound

This paper cites Recent advances in zero-shot recognition: Toward data-efficient understanding of visual content,.

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

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Observation fdc03f5c-1f29-4db3-a5c3-bfdd1e167bd6 · outbound

This paper cites Zero-shot learning: An energy based approach,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Zero-shot learning: An energy based approach,

Reference 24

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Observation 64855773-380c-4caa-82d6-17801e414b29 · outbound

This paper cites Learning to share visual appearance for multiclass object detection,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Learning to share visual appearance for multiclass object detection,

Reference 25

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This paper cites Capturing long-tail distribu- tions of object subcategories,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Capturing long-tail distribu- tions of object subcategories,

Reference 26

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Observation 03756477-bcb2-4a23-8d82-44384b05f581 · outbound

This paper cites Zero-shot learning via semantic similarity embedding,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Zero-shot learning via semantic similarity embedding,

Reference 27

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This paper cites An embarrassingly simple approach to zero-shot learning,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning An embarrassingly simple approach to zero-shot learning,

Reference 28

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Observation 2ee19ce0-c91d-438f-af29-fb2ed0e269ae · outbound

This paper cites Latent embeddings for zero-shot classification,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Latent embeddings for zero-shot classification,

Reference 29

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Observation 7de8d45e-c6f7-4634-b9f3-9f892c9cb9b4 · outbound

This paper cites Semantic autoencoder for zero-shot learning,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Semantic autoencoder for zero-shot learning,

Reference 30

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Observation c7049a5b-9b86-4421-8b26-42c76526b51c · outbound

This paper cites Learning a deep embedding model for zero-shot learning,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Learning a deep embedding model for zero-shot learning,

Reference 31

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Observation 68f920c6-f311-478a-a0a7-7af6882d560d · outbound

This paper cites Implicit non-linear similarity scoring for recognizing unseen classes,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Implicit non-linear similarity scoring for recognizing unseen classes,

Reference 32

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Observation ea71092a-c867-4568-b244-4cb9378e8e1f · outbound

This paper cites Zero-shot visual recognition using semantics-preserving adversarial embedding network,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Zero-shot visual recognition using semantics-preserving adversarial embedding network,

Reference 33

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 7b620d18-2afa-4941-b4ae-301708f8e71a · outbound

This paper cites Towards Effective Deep Embedding for Zero-Shot Learning.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Towards Effective Deep Embedding for Zero-Shot Learning

Reference 34

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 36b7a613-ac90-44b5-8370-f2f0e5cea68c · outbound

This paper cites Preserving semantic relations for zero-shot learning,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Preserving semantic relations for zero-shot learning,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:53.333558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation a16c8f12-a702-4ac1-8897-40555fd99a72 · outbound

This paper cites Dual-verification network for zero-shot learning,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Dual-verification network for zero-shot learning,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:53.318295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 49eacb5c-0a00-4bac-a4c4-f31e278c122c · outbound

This paper cites Dissimilarity representation learning for generalized zero-shot recognition,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Dissimilarity representation learning for generalized zero-shot recognition,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:53.303378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 1b0827c9-6b5d-41b5-86d5-70bd53516f5c · outbound

This paper cites Pseudo transfer with marginalized corrupted attribute for zero-shot learning,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Pseudo transfer with marginalized corrupted attribute for zero-shot learning,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:53.288094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 316fc5cf-05c7-4de8-8454-4ccaf357d865 · outbound

This paper cites Generalized zero- shot learning via synthesized examples,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Generalized zero- shot learning via synthesized examples,

Reference 39

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation b5d37ce0-70de-4d4e-8e2b-d87656346d56 · outbound

This paper cites Bi-Adversarial Auto-Encoder for Zero-Shot Learning.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Bi-Adversarial Auto-Encoder for Zero-Shot Learning

Reference 40

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T13:59:52.870768Z digest=sha256:1b80b0cabef5df4f98a194ef0fce3ac066eaee41ca190e2a03f1da65fffc3535

Observation 039df7c1-a2ac-4e9a-aa87-fc7d8b94c32c · outbound

This paper cites Leveraging the invariant side of generative zero-shot learning,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Leveraging the invariant side of generative zero-shot learning,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:53.253827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T13:59:52.876648Z digest=sha256:00e7e04a5fb5e08ebda08569715813962b3ef4d63305c057c2d3855e1ca91891

Observation 0f0d56f6-d143-49fb-a186-fc86f134485b · outbound

This paper cites Multi-modal ensemble classification for generalized zero shot learning,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Multi-modal ensemble classification for generalized zero shot learning,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:53.238207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T13:59:52.882025Z digest=sha256:7f00d183a544d3481725a821360cb378579eca80de6b45ccbda9310201d3e53e

Observation 160353d4-87de-45da-bba9-5ee5db6cbfd4 · outbound

This paper cites Learning the Compositional Spaces for Generalized Zero-shot Learning.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Learning the Compositional Spaces for Generalized Zero-shot Learning

Reference 43

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T13:59:52.887516Z digest=sha256:1f7aad0c686a00b1c643b84d72fb5efad46c26c4a49e8c084154f05dfbe1553b

Observation 9545fef0-7fa0-489f-bd12-be03bd2e1829 · outbound

This paper cites Adaptive confidence smoothing for gen- eralized zero-shot learning,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Adaptive confidence smoothing for gen- eralized zero-shot learning,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:53.222582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation da1bed09-2027-4102-8a1f-753ee5dd0f7c · outbound

This paper cites Zero-shot learning- a comprehensive evaluation of the good, the bad and the ugly,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:53.205484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 1abec895-2e72-41b9-869a-af7ba567f14f · outbound

This paper cites The caltech-ucsd birds-200-2011 dataset,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning The caltech-ucsd birds-200-2011 dataset,

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-14T13:59:52.902594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation d057c75f-e888-4ea8-80a8-95cf0cc2e638 · outbound

This paper cites Sun attribute database: Discovering, annotat- ing, and recognizing scene attributes,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Sun attribute database: Discovering, annotat- ing, and recognizing scene attributes,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:53.179991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T13:59:52.907069Z digest=sha256:49b67e7fdf46d6a91a160cb07e5aea8a227f0bd46b570cf24ddf094b36fb15eb

Observation c9b86063-e9b0-4904-9d21-778791d42f3f · outbound

This paper cites Describing objects by their attributes,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Describing objects by their attributes,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:53.163424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T13:59:52.912070Z digest=sha256:5ba829b23af6e3215864bbd33b2c05679763c316213132873f3824005d58389f

Observation 5989f729-2d00-4883-b068-335c774e065a · outbound

This paper cites Deep residual learning for image recognition,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Deep residual learning for image recognition,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:53.147678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T13:59:52.916982Z digest=sha256:71fcee246bd48ce043e064689fef98e602f545a614c41c49d8295892a8c678ad

Observation f388691d-95d9-46ac-b5a0-bc8271dc5c80 · outbound

This paper cites Imagenet large scale visual recognition challenge,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Imagenet large scale visual recognition challenge,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:53.131226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T13:59:52.922026Z digest=sha256:52abad9ff683d7d5120c1c6d5a0843e8ea0a8ecb477274412e3afe423ef391ef

Observation 8b919c55-e39d-405c-ab86-ed254c6f16cd · outbound

This paper cites Learning to compare: Relation network for few-shot learning,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Learning to compare: Relation network for few-shot learning,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:53.115469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-14T13:59:52.927641Z digest=sha256:65287e8b2c47c3b05a179ad4c9bfc80bfb18278f0a73ab5868678d34b13b5313

Observation 4fc3d953-1005-4d52-89e1-833db068bac4 · outbound

This paper cites Open-World Visual Recognition Using Knowledge Graphs.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Open-World Visual Recognition Using Knowledge Graphs

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-14T13:59:52.932625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:59:52.932625Z digest=sha256:454e0db1a1f8f7311d7a257a0240def521f98636096fc133b969bb5f6117e714

Observation d47269de-5a14-490d-87bb-7ed4439a295b · outbound

This paper cites Inference with the universum,.

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning Inference with the universum,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:59:53.100526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Pith citing papers

No inbound Pith citation observations are available.