Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T20:01:22.294048Z
Paper Citation Record · LEDGER
As of 12 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2412.06138.
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 2026-08-11T20:01:22.294048Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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
52 of 52 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 3d79ff68-7740-49ba-b682-30377f50cf98 · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation The caltech-ucsd birds-200- 2011 dataset
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a5c29d7d-04a8-402d-90a6-42521e1cf5b2 · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation 3d object representations for fine-grained categorization
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7eca756f-f527-4bb9-a91a-dd032e07ae9a · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Bilinear cnn models for fine-grained visual recognition
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 49f744ff-2ecc-4828-8dd0-7fe9b1a9b543 · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Compact bilinear pooling
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 91b9d425-d16a-47d3-b3a6-f92dc5398c06 · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Learning partial correlation based deep visual representation for image classification
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 88f9e222-5613-412e-87c3-8547d8bb48a9 · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Learning multi-attention convolutional neural network for fine-grained image recognition
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ae55e34d-8fdb-4201-9bcc-3ed573c91b2a · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Selective sparse sampling for fine-grained image recognition
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation da2535c6-a20b-4460-be7c-11a976929f3e · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation See better before looking closer: Weakly supervised data augmentation network for fine-grained visual classification, 2019
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation edcabf0b-9b67-4bb3-9002-98767251765d · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Counterfactual attention learning for fine-grained visual categorization and re-identification
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d6bc0ee9-a299-4bd7-b9c1-e50f428fcbb9 · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Category attention transfer for efficient fine-grained visual categorization
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation cc63756b-5e52-4247-963f-1340b067eeac · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Sr-gnn: Spatial relation- aware graph neural network for fine-grained image categorization
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 67d2fa11-9846-43e4-aad7-b2b8bb87702e · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Image Data Augmentation for Deep Learning: A Survey
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0fa4817d-fa40-4c3c-9af0-66e41c28b97c · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Denoising diffusion probabilistic models
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f215231-a3f6-41c7-b46a-696f7ba972ec · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Is synthetic data from generative models ready for image recognition? In The Eleventh International Conference on Learning Representations, 2023
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a1a1fec2-2899-427e-96ad-db419368fae2 · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Squeezed bilinear pooling for fine-grained visual categorization
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b1296aef-01fe-49eb-bf4a-d66f40a89251 · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Multi-attention multi-class constraint for fine-grained image recognition
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e24778e6-2e90-4407-ba28-69f984c98ddb · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Learning attentive pairwise interaction for fine-grained classification
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 60a6c9f0-f270-4c79-abe8-93dc42198fb3 · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Attention is all you need
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 531ec3ed-45dd-4759-92ea-bd6d689bb512 · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Feature Fusion Vision Transformer for Fine-Grained Visual Categorization
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a6fcf440-4715-4f63-a458-123b43f5a233 · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Sim-trans: Structure information modeling transformer for fine- grained visual categorization
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b2d8b845-c40a-40f1-8c61-9661fcaf67a5 · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Transfg: A transformer architecture for fine-grained recognition
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 4aee11a0-378e-427d-8c87-2e7778edba08 · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation MetaFormer: A Unified Meta Framework for Fine-Grained Recognition
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc57e441-ba29-4e89-95ba-8d12b033a494 · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation A free lunch from vit: Adaptive attention multi-scale fusion transformer for fine-grained visual recognition
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 4b00e296-62b2-4078-b15a-b4be6c48759a · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Flownet: Learning optical flow with convolutional networks
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 11fd473e-74ba-4d3c-afcb-791b5dc48a5b · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Playing for data: Ground truth from computer games
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2aa22d90-cf8c-43cd-a361-15d201a7cd29 · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation VisDA: The Visual Domain Adaptation Challenge
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02925bf9-9c6b-4ee1-84c2-6db546acb8e4 · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation This dataset does not exist: training models from generated images
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f6e9b55e-5f40-40a5-a242-eb27bd10df57 · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation A style-based generator architecture for generative adversarial networks
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2e3523a-b729-4863-a007-04f0fa55300f · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Generative Models as a Data Source for Multiview Representation Learning
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 455b28e5-ee73-436a-87be-62ebef9ba19c · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation VideoComposer: Compositional Video Synthesis with Motion Controllability
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a497d2cf-8b6e-4e51-8dd2-8ebc1b7cc613 · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation High-resolution image synthesis with latent diffusion models
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb2b0ade-ebb1-4c4b-befe-b8b18a9cdf1f · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation I2VGen-XL: High-Quality Image-to-Video Synthesis via Cascaded Diffusion Models
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 447b452d-aeb6-4323-a4e0-66417bd82e5f · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Learning transferable visual models from natural language supervision
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2fcd5cad-17d8-40e8-baf1-c711a426549d · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Taming transformers for high-resolution image synthesis
Reference 34
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Unavailable: canonical work link unavailable.
Observation f09c893c-92ce-4b29-80d5-425386343740 · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Imagenet: A large-scale hierarchical image database
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3de43f10-8444-4ac1-b592-7bda98c36cbd · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Fine-Grained Visual Classification of Aircraft
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dcb50cce-0eed-4d25-8e9a-558386a6c175 · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Generative latent implicit conditional optimization when learning from small sample
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b16201ad-4bb4-42cb-8395-659ca3a1aac7 · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks
Reference 38
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Unavailable: canonical work link unavailable.
Observation bc624426-dec1-4f27-b884-a71cb9bfc25e · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Deep residual learning for image recognition
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a305e066-a833-4ee8-b0a5-dbbd8db55810 · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Rethinking the inception architecture for computer vision
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 601a1fc2-962d-478f-a241-435557ff4c7a · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Api-net: Robust generative classifier via a single discriminator
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 8694deb0-85ba-4ffc-9200-52782747d7b4 · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Densely connected convolutional networks
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9f60e75-dca0-40be-8cbb-f4366834eed3 · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Elope: Fine-grained visual classification with efficient localization, pooling and embedding
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 19404254-031d-460e-8fbf-d556eb657e70 · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Attribute mix: semantic data augmentation for fine grained recognition
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ba024a9b-cbe2-4bbc-ba67-3bd2a6aa13e4 · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Multi-branch and Multi-scale Attention Learning for Fine-Grained Visual Categorization
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2224ac25-308d-45d1-9ac1-9b242a3fd9ba · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 89fbdc76-5e6b-4c3c-bd0b-114036e24d17 · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Context-aware attentional pooling (cap) for fine-grained visual classification
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ddd1c9ae-0dcc-4d9b-9a1b-275672dbdbe3 · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Xception: Deep learning with depthwise separable convolutions
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80f72241-e92f-4e72-8f17-c644f2cbdca0 · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation 10,000 species recognition challenge with inaturalist data
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e19e7fdb-2bbc-4a7e-b8e2-47f36d3c7576 · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Convnext v2: Co-designing and scaling convnets with masked autoencoders
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2a51054-e7c9-447f-87f7-b92a9d7bfd84 · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Building a bird recognition app and large scale dataset with citizen scientists: The fine print in fine-grained dataset collection
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb7a3b3e-07bd-49e3-a428-d7b8cc0a3ab0 · outbound
SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Random erasing data augmentation
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
No inbound Pith citation observations are available.