Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T19:49:57.668698Z
Paper Citation Record · LEDGER
As of 17 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2507.01026.
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 2026-08-15T19:49:57.668698Z
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
54 of 54 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 602b3b8e-563b-4bd4-b4b6-d4fec8ef9b5c · outbound
Few-Shot Inspired Generative Zero-Shot Learning Zero-shot learning—a comprehensive evaluation of the good, the bad and the ugly.IEEE Trans
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 02bcc145-0c62-406f-aafa-5429c6d8136f · outbound
Few-Shot Inspired Generative Zero-Shot Learning Attribute-based classification for zero-shot visual object categorization.IEEE Trans
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 4b81407f-c8c8-440d-b004-8b293387c028 · outbound
Few-Shot Inspired Generative Zero-Shot Learning A review of generalized zero-shot learning methods.IEEE Trans
Reference 3
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 05ec5102-06ad-4a27-acdc-e1bdac35bfe9 · outbound
Few-Shot Inspired Generative Zero-Shot Learning Duet: Cross-modal semantic grounding for contrastive zero-shot learning
Reference 4
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 6456a1d9-e878-48af-95e0-f5cda13785e0 · outbound
Few-Shot Inspired Generative Zero-Shot Learning Generative adversarial networks.Commun
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 5c5382fa-5faa-49d5-83a9-59fbafcb8eda · outbound
Few-Shot Inspired Generative Zero-Shot Learning Auto-Encoding Variational Bayes
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ef786e2-79e3-4491-a11f-86ed7daf6405 · outbound
Few-Shot Inspired Generative Zero-Shot Learning Feature generating networks for zero-shot learning
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 5de824b5-c3b2-4081-9a9c-b3543a5c7f95 · outbound
Few-Shot Inspired Generative Zero-Shot Learning Synthetic sample selection for generalized zero-shot learning
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 5ae10b39-a9f9-4a57-a80d-abcb2cda920e · outbound
Few-Shot Inspired Generative Zero-Shot Learning Sun attribute database: Discovering, annotating, and recognizing scene attributes
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 7cbd72d5-c30d-43f0-8025-7b51d992a090 · outbound
Few-Shot Inspired Generative Zero-Shot Learning The caltech-ucsd birds-200- 2011 dataset, 2011
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 005a8caa-0f7e-43e3-ac05-d0a20de41646 · outbound
Few-Shot Inspired Generative Zero-Shot Learning Preserving semantic relations for zero-shot learning
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 ce8fdab2-1862-42af-822b-35c6e8c5580b · outbound
Few-Shot Inspired Generative Zero-Shot Learning Explainable zero-shot learning via attentive graph convolutional network and knowledge graphs.Semant
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 f7fb9062-f98f-4f58-b152-197acb16a647 · outbound
Few-Shot Inspired Generative Zero-Shot Learning Label-activating framework for zero-shot learning.Neural Netw., 121:1–9, 2020
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 0e545b2b-c483-4f2a-8490-38899fafaa01 · outbound
Few-Shot Inspired Generative Zero-Shot Learning Co-representation network for generalized zero-shot learning
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 c001f11c-6e7e-4ae8-b3d0-a9cb9ca456fb · outbound
Few-Shot Inspired Generative Zero-Shot Learning Zero-shot learning via semantic similarity embedding
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 e7969ecb-67f0-4aa2-96cd-f9d84c3443c8 · outbound
Few-Shot Inspired Generative Zero-Shot Learning f-vaegan-d2: A feature generating framework for any-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 e916b55f-1c3a-4511-b543-cd048214702f · outbound
Few-Shot Inspired Generative Zero-Shot Learning Free: Feature refinement for generalized zero-shot 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 c8fafe02-40b5-4d94-884c-ece5fae8a87b · outbound
Few-Shot Inspired Generative Zero-Shot Learning ZeroGen: Efficient Zero-shot Learning via Dataset Generation
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca71a5df-3c67-46f2-9ca7-9e3c1b518dca · outbound
Few-Shot Inspired Generative Zero-Shot Learning Contrastive embedding for generalized zero-shot learning
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 c491a82f-3bfc-482d-a03b-db8451eaf9c8 · outbound
Few-Shot Inspired Generative Zero-Shot Learning Re-gzsl: Relation extrapolation for generalized zero-shot learning
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 0af439fe-f17c-4f04-ae86-f1d5cf6c348c · outbound
Few-Shot Inspired Generative Zero-Shot Learning En- compactness: Self-distillation embedding & contrastive generation for generalized zero-shot 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 0103e6dd-6981-480c-9490-e54470909a09 · outbound
Few-Shot Inspired Generative Zero-Shot Learning Deep multimodal representation learning: A survey.Ieee Access, 7:63373–63394, 2019
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 5a8af4f6-3c7a-4257-82b5-63b80a5abdd6 · outbound
Few-Shot Inspired Generative Zero-Shot Learning On the "steerability" of generative adversarial networks
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d556664-5f0e-42c9-a7fc-597c37bce827 · outbound
Few-Shot Inspired Generative Zero-Shot Learning Non-generative generalized zero-shot learning via task-correlated disentanglement and controllable samples synthesis
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 ce1d24b0-6e7f-47c8-8993-909d35f6b501 · outbound
Few-Shot Inspired Generative Zero-Shot Learning No adversaries to zero-shot learning: Distilling an ensemble of gaussian feature generators.IEEE Trans
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 d16585a8-4471-4af0-b00d-b7cf547e92e3 · outbound
Few-Shot Inspired Generative Zero-Shot Learning Compositional zero-shot learning via fine-grained dense feature composition
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 183402bf-9350-4713-ba32-7bcb53a8c31e · outbound
Few-Shot Inspired Generative Zero-Shot Learning Attribute-based synthetic network (abs-net): Learning more from pseudo feature representations.Pattern Recognit., 80:129–142, 2018
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 98e4aba2-e798-4107-ad26-e275442b5144 · outbound
Few-Shot Inspired Generative Zero-Shot Learning Zero and few shot learning with semantic feature synthesis and competitive learning.IEEE Trans
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 830621db-f254-4ee7-b012-8076debacc8e · outbound
Few-Shot Inspired Generative Zero-Shot Learning Adaptive and generative zero-shot learning
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 fbb0caa4-822d-4b13-8912-22a4c3e1fd4a · outbound
Few-Shot Inspired Generative Zero-Shot Learning Zero-shot learning posed as a missing data problem
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 04f5a40b-5be1-48bd-9b56-e74c2d2b479c · outbound
Few-Shot Inspired Generative Zero-Shot Learning Fine-grained generalized zero-shot learning via dense attribute-based attention
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 167efdd6-d7ab-46e4-b4ce-a91970c75a52 · outbound
Few-Shot Inspired Generative Zero-Shot Learning Attribute prototype network for zero-shot learning
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 6b7d0a45-342a-4b1c-89c2-14ac3ccef98c · outbound
Few-Shot Inspired Generative Zero-Shot Learning Semantic-guided multi-attention localization for zero-shot learning
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 362d7ea3-f276-4a30-8b14-a3f0a6b6dc07 · outbound
Few-Shot Inspired Generative Zero-Shot Learning Transferable contrastive network for generalized 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 0e6184da-c7eb-4d42-8635-5ec756bc0ed9 · outbound
Few-Shot Inspired Generative Zero-Shot Learning Multi-Head Self-Attention via Vision Transformer 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 77bc7a82-1b7a-49e0-b2c2-cf3b654e5738 · outbound
Few-Shot Inspired Generative Zero-Shot Learning Msdn: Mutually semantic distillation 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 634ca970-f623-4a8b-bb58-0e6dbf5f83a9 · outbound
Few-Shot Inspired Generative Zero-Shot Learning Semantic-guided class-imbalance learning model for zero-shot image classification.IEEE Trans
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 ee422e5e-eb39-4e51-9a66-09a6303e5192 · outbound
Few-Shot Inspired Generative Zero-Shot Learning Diversity-boosted generalization-specialization balancing for zero-shot learning.IEEE Trans
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 d4edc25f-b7b5-43ab-8632-3828b66ced32 · outbound
Few-Shot Inspired Generative Zero-Shot Learning Prototype rectification for zero-shot learning.Pattern Recognit., 156:110750, 2024
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 23c5a88b-069b-4cbb-bef7-d9993797eaf4 · outbound
Few-Shot Inspired Generative Zero-Shot Learning Zs-vat: Learning unbiased attribute knowledge for zero-shot recognition through visual attribute transformer.IEEE Trans
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 6f73b78f-5fb4-4868-b7af-5fd9f9b51476 · outbound
Few-Shot Inspired Generative Zero-Shot Learning Generalized zero-shot learning via over-complete distribution
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 9d256cdc-9f68-41e3-aaab-b418a040c352 · outbound
Few-Shot Inspired Generative Zero-Shot Learning Latent embedding feedback and discriminative features for zero-shot classification
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 c4fdfe93-faf7-482b-82df-11bfcdfb091e · outbound
Few-Shot Inspired Generative Zero-Shot Learning Hsva: Hierarchical semantic-visual adaptation for 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 77649686-5e56-4bd5-b506-c24d65f36e1d · outbound
Few-Shot Inspired Generative Zero-Shot Learning Task aligned generative meta-learning for 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 b7528840-311e-4614-ae80-906dd4ed645f · outbound
Few-Shot Inspired Generative Zero-Shot Learning Counterfactual zero-shot and open-set visual recognition
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 07fdd758-3af9-43bc-b86e-43a26abc6dd7 · outbound
Few-Shot Inspired Generative Zero-Shot Learning Semantic feature extraction for generalized zero-shot learning
Reference 46
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 c901a988-d0a6-4c80-bb43-be3c3da4dee5 · outbound
Few-Shot Inspired Generative Zero-Shot Learning Learning mlatent representations for generalized zero-shot learning.IEEE Trans
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 81db28c2-4f27-4a8e-b37d-1836db84d90b · outbound
Few-Shot Inspired Generative Zero-Shot Learning Dual-aligned feature confusion alleviation for generalized zero-shot learning.IEEE Trans
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 b30abb4a-8bad-429b-847a-b04f7c4cf29f · outbound
Few-Shot Inspired Generative Zero-Shot Learning Zero-shot learning with attentive region embedding and enhanced semantics.IEEE Trans
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 68cff158-967b-464e-8c6f-9da0fb8e62bd · outbound
Few-Shot Inspired Generative Zero-Shot Learning Joint feature generation and open-set prototype learning for generalized zero-shot open-set classification.Pattern Recognit., 147:110133, 2024
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 fa71b328-3c12-4434-9669-339f9733ee15 · outbound
Few-Shot Inspired Generative Zero-Shot Learning Towards discriminative feature generation for generalized zero-shot learning.IEEE Trans
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 ac5089ee-20b4-4f71-bb25-7294c30b0284 · outbound
Few-Shot Inspired Generative Zero-Shot Learning Dual prototype contrastive network for generalized zero-shot learning.IEEE Trans
Reference 52
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 f5b1a625-3a53-4837-9538-14b5f43f1b99 · outbound
Few-Shot Inspired Generative Zero-Shot Learning Class-wise and instance-wise contrastive learning for zero-shot learning based on vaegan.Expert Syst
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.
Observation efe6fbbd-5e91-4737-a44a-2997fcb70733 · outbound
Few-Shot Inspired Generative Zero-Shot Learning An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.