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Paper Citation Record · LEDGER

FLD+: Data-efficient Evaluation Metric for Generative Models

As of 13 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 1 inbound Pith citation observation for arXiv:2411.15584.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2411.15584 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T14:10:53.409882Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:54:56.027161Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T18:54:57.415571Z

Reference resolution

24 of 24 outbound references displayed

  • verified exact0
  • verified fuzzy14
  • unresolved10
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation de3b8258-7ece-4cde-8ede-485f4df56694 · outbound

This paper cites Rethinking fid: Towards a better evaluation metric for image generation.2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pages 9307–9315, 2023.

FLD+: Data-efficient Evaluation Metric for Generative Models Rethinking fid: Towards a better evaluation metric for image generation.2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pages 9307–9315, 2023

Reference 1

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verified fuzzy
raw_fallback, observed 2026-08-12T14:10:53.738737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 8dc60354-d3f2-413e-85cf-d08234ba007d · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilibrium.

FLD+: Data-efficient Evaluation Metric for Generative Models Gans trained by a two time-scale update rule converge to a local nash equilibrium

Reference 2

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raw_fallback, observed 2026-08-12T14:10:53.719295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 5c766c47-4864-4683-a44a-80fab58259b9 · outbound

This paper cites Normalizing flow-based metric for image generation, 2024.

FLD+: Data-efficient Evaluation Metric for Generative Models Normalizing flow-based metric for image generation, 2024

Reference 3

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raw_fallback, observed 2026-08-12T14:10:53.704265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 739a33f0-7bc1-4bd7-9ba5-c9773f37143f · outbound

This paper cites Improved techniques for training gans.

FLD+: Data-efficient Evaluation Metric for Generative Models Improved techniques for training gans

Reference 4

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raw_fallback, observed 2026-08-12T14:10:53.686177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:10:53.328283Z digest=sha256:a8fd43d57bebba183f17708021b4ceb51242541a6abf8f8910c0241b13fa54a4

Observation e5aecfbc-6ca1-4654-9340-7bf27c4d5fcf · outbound

This paper cites Sutherland, Michael Arbel, and Arthur Gretton.

FLD+: Data-efficient Evaluation Metric for Generative Models Sutherland, Michael Arbel, and Arthur Gretton

Reference 5

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raw_fallback, observed 2026-08-12T14:10:53.668292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:10:53.332244Z digest=sha256:6ef9f280fff2a58ea42b2d23e13b5149bf4ab5700cd1c077b15726af6fd1b514

Observation 08e9f291-4061-4616-a522-c6eb809bc62d · outbound

This paper cites A style-based generator architecture for generative adversarial networks.

FLD+: Data-efficient Evaluation Metric for Generative Models A style-based generator architecture for generative adversarial networks

Reference 6

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:10:53.336425Z digest=sha256:e1d339f2b1f4e69539e7749d34a1ae289489c632dba424ea78e722275cf4deee

Observation f29513a8-081a-418a-a499-f59a128e1d31 · outbound

This paper cites Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio.

FLD+: Data-efficient Evaluation Metric for Generative Models Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio

Reference 7

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no resolver link, observed 2026-08-12T14:10:53.340339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:10:53.340339Z digest=sha256:9eae4b56d3756e463803312df3cb9cbbf6c1c55e9893fc3fed9a494e7c1f6c1f

Observation d820ecaf-23fa-4e9a-be7c-89bcd5f8c328 · outbound

This paper cites Gordon, Ranjay Krishna, Austin Narcomey, Li Fei-Fei, and Michael S.

FLD+: Data-efficient Evaluation Metric for Generative Models Gordon, Ranjay Krishna, Austin Narcomey, Li Fei-Fei, and Michael S

Reference 8

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raw_fallback, observed 2026-08-12T14:10:53.632735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:10:53.344026Z digest=sha256:7ee2947a3167c522774b9f03e4caf63f2de48c6ff9d8338fbc7d87063a939ba6

Observation 86d323b1-d858-4066-af45-fe0dd6fa7e89 · outbound

This paper cites The fréchet distance between multivariate normal distributions.

FLD+: Data-efficient Evaluation Metric for Generative Models The fréchet distance between multivariate normal distributions

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:10:53.347515Z digest=sha256:56a7942b599b30df985401df04a6c0c0994c45930dc94f7bc3805c6ffd699d6d

Observation 8cc97f8f-4c20-4ca7-b642-70b819b10f29 · outbound

This paper cites Effectively unbiased fid and inception score and where to find them.

FLD+: Data-efficient Evaluation Metric for Generative Models Effectively unbiased fid and inception score and where to find them

Reference 10

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raw_fallback, observed 2026-08-12T14:10:53.604992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:10:53.351553Z digest=sha256:904a7135bc85527ec3b92545b744b88661611a7da8036fea7088e09e03143e4f

Observation b4d189d9-4d60-4867-b209-3ceabaa818b2 · outbound

This paper cites Rethinking the inception architecture for computer vision.

FLD+: Data-efficient Evaluation Metric for Generative Models Rethinking the inception architecture for computer vision

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:10:53.355007Z digest=sha256:c5c04e7cc0595a8eff077582be79581d5a1af2002cb2e2b70242e3455e9fe62b

Observation 6ea09c9e-c703-4406-b793-3b855bc7b363 · outbound

This paper cites On aliased resizing and surprising subtleties in gan evaluation, 2022.

FLD+: Data-efficient Evaluation Metric for Generative Models On aliased resizing and surprising subtleties in gan evaluation, 2022

Reference 12

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raw_fallback, observed 2026-08-12T14:10:53.577673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:10:53.358651Z digest=sha256:b8b75252d44ef171d9a676e675c79292ec0fe60a059c7a680729148c297f0b99

Observation c747a222-a091-4dd4-8699-6a54720be805 · outbound

This paper cites an unresolved cited work.

FLD+: Data-efficient Evaluation Metric for Generative Models Unresolved cited work

Reference 13

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no resolver link, observed 2026-08-12T14:10:53.362949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:10:53.362949Z digest=sha256:8e8e0ed74f1717b81fb74fc1d19981da506c337815a908e8bae1ae7e0b613d75

Observation 33d68a6d-c8f1-49d0-ba5e-c72538791cc5 · outbound

This paper cites Prince, and Marcus A.

FLD+: Data-efficient Evaluation Metric for Generative Models Prince, and Marcus A

Reference 14

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verified fuzzy
raw_fallback, observed 2026-08-12T14:10:53.554300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:10:53.367264Z digest=sha256:49f2a2f3ff4f7abe08794ec0d7f37f3bf2aa3f41395de775e78b217d66491664

Observation 7cadfa5f-b113-496e-a026-677090e8a3f4 · outbound

This paper cites Progressive growing of gans for improved quality, stability, and variation, 2018.

FLD+: Data-efficient Evaluation Metric for Generative Models Progressive growing of gans for improved quality, stability, and variation, 2018

Reference 15

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unresolved
no resolver link, observed 2026-08-12T14:10:53.372100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:10:53.372100Z digest=sha256:d3c8d70dc81cb6975389652dfb91e590a0fc52af9ab76ed5efc13dd8c8fd1e3c

Observation 01fc00d4-72f9-4962-b0eb-c622a18b8182 · outbound

This paper cites Neural spline flows, 2019.

FLD+: Data-efficient Evaluation Metric for Generative Models Neural spline flows, 2019

Reference 16

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no resolver link, observed 2026-08-12T14:10:53.377066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:10:53.377066Z digest=sha256:2bce7c234a085ad2c49795526e05cb86262e3608cb5a19500cda88e9b43c9094

Observation 1efdda01-7776-4645-99f1-7cc3292bbb7d · outbound

This paper cites Deep residual learning for image recognition, 2015.

FLD+: Data-efficient Evaluation Metric for Generative Models Deep residual learning for image recognition, 2015

Reference 17

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no resolver link, observed 2026-08-12T14:10:53.381601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:10:53.381601Z digest=sha256:9c311544f51d769b7727382588fce4e234c45bfbbee9c78e334c296dd41bedeb

Observation 3babdb9a-3be7-4415-9dbd-0bb7f7fe6b4e · outbound

This paper cites Denoising diffusion probabilistic models.

FLD+: Data-efficient Evaluation Metric for Generative Models Denoising diffusion probabilistic models

Reference 18

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no resolver link, observed 2026-08-12T14:10:53.386572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:10:53.386572Z digest=sha256:b3e261ed850959530aeb03ada000d06e3841c55a995a914d1d4e1f603a1feca6

Observation bd28c511-19ec-4217-b502-3fd8d70f1580 · outbound

This paper cites Stable diffusion 100k custom prompts and images, 2023.

FLD+: Data-efficient Evaluation Metric for Generative Models Stable diffusion 100k custom prompts and images, 2023

Reference 19

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verified fuzzy
raw_fallback, observed 2026-08-12T14:10:53.505009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:10:53.390707Z digest=sha256:00b05b9bc4fd68e70d2139d31ff60baddc6f0b8a70c42eb299bbe4fdd5aa77fb

Observation 6d8a8cb8-cd98-4eb1-92f1-87c56fd80e2a · outbound

This paper cites Sdxl: Improving latent diffusion models for high-resolution image synthesis, 2023.

FLD+: Data-efficient Evaluation Metric for Generative Models Sdxl: Improving latent diffusion models for high-resolution image synthesis, 2023

Reference 20

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no resolver link, observed 2026-08-12T14:10:53.394174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:10:53.394174Z digest=sha256:61c8242ec65850b76b0ee745954fbbc348aa54d250bf5c2b3c4735454c42bc73

Observation daf12eda-43d7-4e3f-9865-2881d7488379 · outbound

This paper cites High-resolution image synthesis with latent diffusion models, 2022.

FLD+: Data-efficient Evaluation Metric for Generative Models High-resolution image synthesis with latent diffusion models, 2022

Reference 21

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no resolver link, observed 2026-08-12T14:10:53.397904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:10:53.397904Z digest=sha256:5fad418b11b6c719e2f21343316780c5b38a67af16bf5ec79fa6cb1f2fbc5f60

Observation 15495982-c18c-41ad-826e-a14c56b9cbcc · outbound

This paper cites Analyzing and improving the image quality of stylegan, 2020.

FLD+: Data-efficient Evaluation Metric for Generative Models Analyzing and improving the image quality of stylegan, 2020

Reference 22

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:10:53.401774Z digest=sha256:f825a30d0c42cfcde60df01cace5ebc534740131d63593396c0c91800e22f5c0

Observation 68d1a822-5b9e-4675-ad69-90045c23d880 · outbound

This paper cites Le, and Hartwig Adam.

FLD+: Data-efficient Evaluation Metric for Generative Models Le, and Hartwig Adam

Reference 23

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:10:53.405211Z digest=sha256:bc22a33f92194bbd030365750de02a2f647a4153778c78f74dbd3e20f2096e78

Observation 6e571946-e772-49b6-9444-67561be94344 · outbound

This paper cites Ddpm: Pytorch implementation of denoising diffusion probabilistic models.

FLD+: Data-efficient Evaluation Metric for Generative Models Ddpm: Pytorch implementation of denoising diffusion probabilistic models

Reference 24

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raw_fallback, observed 2026-08-12T14:10:53.449320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:10:53.409882Z digest=sha256:b0afa1cc417ed751014b706a13576e310052b63a387f62d859f5f12c20db6663

Pith citing papers

Observation 4f709d5b-61d1-4bb6-ab67-c5cf5b8d6ead · inbound

Interpretable EEG-to-Image Generation with Semantic Prompts cites this paper.

Interpretable EEG-to-Image Generation with Semantic Prompts FLD+: Data-efficient Evaluation Metric for Generative Models

Reference 15

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local_arxiv, observed 2026-08-06T18:54:57.421161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-06T18:54:56.027161Z digest=sha256:bbabc0ad4447ea0d2df5882e091638f976791ff344b09336f9960de3b9fa9a84