Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T23:23:23.004265Z
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 1 inbound Pith citation observation for arXiv:2505.04963.
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 2026-08-15T23:23:23.004265Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:36:46.865323Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T19:36:47.009206Z
56 of 56 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation fefd794f-37d6-44ce-852c-ef3955d85d0a · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Spot the fake lungs: Generating synthetic medical images using neural dif- fusion models
Reference 1
Source-reported events for the cited work
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Observation 1f345fed-ddcf-4047-a992-17212582d1f8 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Impact of dataset size on classifi- cation performance: an empirical evaluation in the medical domain.Applied Sciences, 11(2):796, 2021
Reference 2
Source-reported events for the cited work
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Observation c6e5a4d3-c1c0-4281-be0b-1b693982aea7 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Unresolved cited work
Reference 3
Source-reported events for the cited work
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Observation db788772-b0a3-4f83-862b-5f99d520c71f · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Leaving reality to imagi- nation: Robust classification via generated datasets
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1b96b17c-b082-4c18-9522-1f2e9ffa4ecf · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Idiff-face: Synthetic-based face recognition through fizzy identity-conditioned diffusion model
Reference 5
Source-reported events for the cited work
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Observation 0d02f79f-810a-4500-9515-c278f9536fe9 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis On mixup regularization.Journal of Ma- chine Learning Research, 23(325):1–31, 2022
Reference 6
Source-reported events for the cited work
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Observation fa3ccf32-abf3-4173-addd-0c36eb3e166f · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Unresolved cited work
Reference 7
Source-reported events for the cited work
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Observation b4703e81-ee3a-41cc-9988-06c5952b9a82 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation
Reference 8
Source-reported events for the cited work
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Observation 6391f7f8-ca46-492d-b75d-4e81f6c067c2 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Pixart-sigma: Weak-to-strong training of diffusion transformer for 4k text-to-image generation, 2024
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc9495ad-8fa8-4b5f-b40b-3603e9844632 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Towards generalizable tumor synthesis
Reference 10
Source-reported events for the cited work
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Observation b01b1b03-402d-4f26-85da-8979925d9313 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Meddelinea: Scalable and efficient medical image segmentation via con- trollable diffusion transformers
Reference 11
Source-reported events for the cited work
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Observation 4cf9f1c6-410c-4bc8-b4f2-e9d5f1a83066 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Diffusion models beat gans on image synthesis.Advances in neural informa- tion processing systems, 34:8780–8794, 2021
Reference 12
Source-reported events for the cited work
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Observation 0cf79f8f-9d4b-453f-a7c2-285654771188 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Gonzalez, and Trevor Darrell
Reference 13
Source-reported events for the cited work
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Observation 31dd8377-1f7a-4a11-9e6e-6bbccce3088b · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Scaling rectified flow trans- formers for high-resolution image synthesis, 2024
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0d2766e1-6ec9-4f00-85dc-f5f4f6da7686 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Multi-organ segmentation over partially labeled datasets with multi-scale feature abstrac- tion.IEEE Transactions on Medical Imaging, 39(11):3619– 3629, 2020
Reference 15
Source-reported events for the cited work
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Observation b97d293e-d689-4c38-bf83-107b03c1ca41 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Flux that plays music, 2024
Reference 16
Source-reported events for the cited work
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Observation 3d047f35-0249-463a-a37a-d1bf70c47277 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Diverse data augmentation with diffusions for effective test-time prompt tuning
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10fc8bbb-4832-4625-a9a2-238d4cd0664a · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis DreamDA: Generative Data Augmentation with Diffusion Models
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b321e08b-82f1-4ea7-a649-95c2a61224a9 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis LoRA: Low-Rank Adaptation of Large Language Models
Reference 19
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Unavailable: canonical work link unavailable.
Observation 4669e982-5e87-48a9-bfe4-225f0a1f705a · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis nnu-net: a self-configuring method for deep learning-based biomedical image segmen- tation.Nature methods, 18(2):203–211, 2021
Reference 20
Source-reported events for the cited work
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Observation a986cc1e-90f8-4894-93c6-06d041e18e95 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Diffusemix: Label- preserving data augmentation with diffusion models
Reference 21
Source-reported events for the cited work
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Observation a38ec2b9-7166-4fc6-8a1c-6d54d6c94f48 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Large Scale MRI Collection and Segmentation of Cirrhotic Liver
Reference 22
Source-reported events for the cited work
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Observation 503ddcbe-a9a3-4a70-9576-6c5c22f83e97 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Amos: A large-scale abdominal multi-organ benchmark for versatile medical image segmentation.Ad- vances in neural information processing systems, 35:36722– 36732, 2022
Reference 23
Source-reported events for the cited work
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Observation 46dbe66b-4eb4-4fae-8dd1-127dd578c3db · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis DiNO-Diffusion. Scaling Medical Diffusion via Self-Supervised Pre-Training
Reference 24
Source-reported events for the cited work
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Observation 3a0a8908-a515-461c-8a88-eceab13f0e9e · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Synthesis of brain tumor multicontrast mr images for improved data augmentation.Medical Physics, 48(5):2185–2198, 2021
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5054902e-b90c-4f92-8b4e-1f9f80d29bea · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Anatomically-controllable medical image gen- eration with segmentation-guided diffusion models
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8f5d881b-6a43-4e99-ae66-3129f7b8fb76 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis black-forest-labs/FLUX.1-dev · Hugging Face.https://huggingface.co/black-forest- labs/FLUX.1-dev, 2024
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8420412d-a3f8-4dab-a6f6-d490ee1530d5 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis GenMix: Combining Generative and Mixture Data Augmentation for Medical Image Classification
Reference 28
Source-reported events for the cited work
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Observation e55f3728-4ff7-4062-8593-b9c07442bb2e · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Improving the training of rectified flows.Advances in Neural Information Processing Systems, 37:63082–63109, 2025
Reference 29
Source-reported events for the cited work
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Observation 338832ca-d7e4-46cb-a920-4be1a2e86925 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0db0d9d-6b69-45c8-9c69-cce2469b561a · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Flow straight and fast: Learning to generate and transfer data with rectified flow, 2022
Reference 31
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Unavailable: canonical work link unavailable.
Observation fcb7cfd0-8630-4c60-83c1-0e821dcab317 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Mahadevkar, Bharti Khemani, Shruti Patil, Ketan Kotecha, Deepali R
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f79600ad-c3c7-400e-a1bc-ddda0c8d069f · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Alvarez, Zhiding Yu, Sanja Fidler, and Marc T
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b6617a27-e4d8-4cc7-9d2a-98eb0d6813d4 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis RadImageNet: An open radiologic deep learning research dataset for effective transfer learning.Radiol Artif Intell, 4 (5):e210315, 2022
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d3d3f4a9-a56e-4b9e-821b-c390451326d6 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis A multi- modal comparison of latent denoising diffusion probabilistic models and generative adversarial networks for medical im- age synthesis.Scientific Reports, 13(1):12098, 2023
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6da368b0-7479-44f0-8730-af1ea03a6f0e · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Medical im- age synthesis with context-aware generative adversarial net- works
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation dff281f8-a04b-46d1-99cb-be94ba2b949f · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Synthetic mri in action: A novel framework in data augmentation strategies for ro- bust multi-modal brain tumor segmentation.Computers in Biology and Medicine, 183:109273, 2024
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 745b40db-2b95-40d3-adc6-e3a3f2b39182 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Scalable diffusion models with transformers
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e92b2756-3287-484b-b789-84ca828b7ff0 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Sdxl: Improving latent diffusion models for high-resolution image synthesis, 2023
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac8e8824-fb85-4ef1-a5d9-dba4ce1ae71a · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Abdomenatlas-8k: An- notating 8,000 ct volumes for multi-organ segmentation in three weeks.Advances in Neural Information Processing Systems, 36, 2024
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 32d435eb-d51e-49a3-94fd-5b9c6ddc2d24 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Learning transferable visual models from natural language supervi- sion
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3befd872-f71b-467a-99bd-4fdc1b076968 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Exploring the limits of transfer learning with a unified text-to-text transformer.Journal of machine learning research, 21(140):1–67, 2020
Reference 42
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Observation 30ff1984-04f2-4665-ac4d-1e6b668030ff · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Robbins.An Empirical Bayes Approach to Statis- tics, pages 388–394
Reference 43
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Observation aacdd9cd-f01c-4afd-8e54-06447da83fe2 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis High-resolution image synthesis with latent diffusion models
Reference 44
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Observation 216a67d5-0898-4661-8615-9bad547249bc · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis U- net: Convolutional networks for biomedical image segmen- tation
Reference 45
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Observation 9f66975c-c3c7-43b1-8a84-08e0f4a0b832 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Saragih, Atsuhiro Hibi, and Pascal N
Reference 46
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Observation 43192044-debd-4dcb-bfb0-fde04f21500f · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Bhuyan, Pradip K
Reference 47
Source-reported events for the cited work
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Observation 1ca5e885-faa7-42de-8eb3-0b947fecd371 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Effective Data Augmentation With Diffusion Models
Reference 48
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Observation 86221519-9828-4e62-95cd-8704363d5eaa · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Effective data augmentation with diffu- sion models
Reference 49
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Observation 2449eb6f-92bb-470c-a52e-28ac4aa2a507 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis A bayesian data augmentation approach for learn- ing deep models
Reference 50
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Observation d1962ccc-6782-41fb-9aac-cb085f86e6ae · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Detdiffusion: Synergizing gen- erative and perceptive models for enhanced data generation and perception
Reference 51
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Observation c91c6234-4f06-4fe4-9a80-a4943bade36e · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Medsegdiff: Medical image segmentation with diffusion probabilistic model
Reference 52
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Observation e20ef54f-ca52-47af-bb73-e94317326c16 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis One-step diffusion with distribution matching distillation
Reference 53
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Observation 77eceb4e-0cad-4221-a96c-ee5f78919394 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model
Reference 54
Source-reported events for the cited work
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Observation 89f2f963-1da3-4106-8387-671639509a9d · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Unresolved cited work
Reference 55
Source-reported events for the cited work
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Observation 290ac423-8013-45ed-8825-581dc87b7d22 · outbound
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis nnFormer: Interleaved Transformer for Volumetric Segmentation
Reference 56
Source-reported events for the cited work
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Observation 07fadb33-bfd3-4eb8-a812-ab8194e5cbc6 · inbound
CytoDiff: AI-Driven Cytomorphology Image Synthesis for Medical Diagnostics ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis
Reference 19
Source-reported events for the cited work
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