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Paper Citation Record · LEDGER

Efficient Visual Appearance Optimization by Learning from Prior Preferences

As of 15 August 2026, this Paper Citation Record lists 76 of 76 outbound references and 0 inbound Pith citation observations for arXiv:2507.15355.

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

pith.paper-citation-record.v1
2507.15355 v2

Coverage vector

measured 76 of 76 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:39:38.597772Z

measured 76 of 76 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

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

76 of 76 outbound references displayed

  • verified exact3
  • verified fuzzy4
  • unresolved69
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f3cf2c01-1672-49c2-ae10-6671529deda2 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:47.076022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:30.979401Z digest=sha256:335954f9436cac1fa287d619ffb2b36c160cc3e540bdc52e0d9ddd55de23b41d

Observation 9d8b3001-8235-41a5-b585-9e93cac79b81 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:47.059206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:31.105173Z digest=sha256:5ca96d13176c02c40a7f07c11ba5a68c95befa6376f63e7c492af89a77617960

Observation b8b140df-5c06-49c8-a62f-e6c5118b3531 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:47.042462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:31.349166Z digest=sha256:80e521c7a37b5e85c1d9be8a918b6a0f92fab69a3d56cf19b36c5a04fa5c0b8a

Observation 43a84369-db16-4e0d-b2c3-e05b3c5f0cd9 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:47.024430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:31.466501Z digest=sha256:5a115c70e54dc0f79ac880ddb64352d49d5c7a7d504e5a27fa679644de48f4a8

Observation f612703f-7b45-4ca4-8852-b33bfcbb8370 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:47.005492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:31.541187Z digest=sha256:6fc35c05fec572ae91116bc7ae67bbd82035b3d99a90d71319a7c40fec391fab

Observation 65bdbc59-6e46-4fb5-9987-d998d09c288c · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:46.984419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:31.669912Z digest=sha256:d8f0c85e2e498e60f8339fe14084577b7c4a4e56b557c35ca0fc99e14249da2a

Observation 87a50e31-eb0c-4116-bde0-f61ae4060620 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:46.968567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:31.801886Z digest=sha256:6e29c3a01c5b89bbc022f3ab3c7abe59557bda05c24248064131f443c290a23b

Observation 5191da1d-effa-442e-bb0a-406507b535fb · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:46.953032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:31.903782Z digest=sha256:f26027374a02eeb8acaf6ec93047b6fd9082d2b0ce8c247b30148bbc9cf6a2f8

Observation ade06fbc-12ed-4d8a-a0aa-6317a79b7032 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T15:39:31.966571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:39:31.966571Z digest=sha256:416d574cce5994b88ba3f2d703fcd9061400f3d75a2a6e414f9d4236cffd0fb7

Observation 4831e006-7fb4-450a-8d63-36b1dad4db73 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T15:39:32.054474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:39:32.054474Z digest=sha256:412b7aa30840b430391f7f3a11710a74f46742d2573c165635bee9df3b0eb0b4

Observation b51edd5b-b401-4421-aa93-367469d48f6e · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:46.926836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:32.137345Z digest=sha256:2f704c057f523781d757e6cc78b745bbbe7b0bff2fdf11f5e24013c4a4f9db49

Observation 1ff72476-2b26-47c2-93a1-59d2dfad9bda · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:46.909040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:32.265783Z digest=sha256:f0d9ec6074c1a4cc8091e2dd2cca68f5b3e6ed433adf30c93fc7729e1db50333

Observation 73b5b101-0495-47b1-ad17-efee11fde6e2 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:46.890396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:32.342493Z digest=sha256:a11f777d22ea2157bca55a4637d6b842248631ebb8861401ca6a75e24b46b3af

Observation 19cedc7a-9645-466f-b4db-f3889ecff39b · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:46.871384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:32.383411Z digest=sha256:7f29dbf157953f9e594138ed5fb650d3a96b688e9cc0aadc9c3f0a796ce1f4fc

Observation 1d6f5f93-cb2f-46f6-992d-8bb959ad1e79 · outbound

This paper cites RL$^2$: Fast Reinforcement Learning via Slow Reinforcement Learning.

Efficient Visual Appearance Optimization by Learning from Prior Preferences RL$^2$: Fast Reinforcement Learning via Slow Reinforcement Learning

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T15:39:32.451666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:39:32.451666Z digest=sha256:feda3ced8938c66b92c753591432a15d0bf6244f9fe5a838c3b3a1529dea4810

Observation 6deb8c2c-2a75-445d-90d4-6dbe85cf9a32 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T15:39:32.531080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:39:32.531080Z digest=sha256:fe4c6197ecdbb00d9ffb1439a60238c12ee8307c0307326b1d36bb3b30f434fa

Observation 5a5d45bf-e363-4a37-ad8d-73518413f3e9 · outbound

This paper cites A Tutorial on Bayesian Optimization.

Efficient Visual Appearance Optimization by Learning from Prior Preferences A Tutorial on Bayesian Optimization

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T15:39:32.601471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:39:32.601471Z digest=sha256:35813af83f688c975aa89cdfd1b2fa51db7235b335da501b28eb3db4baf706e2

Observation d4301789-dbf0-45d8-8ba5-56430feb1c88 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:46.838948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:32.674936Z digest=sha256:185db5574f2d42654d935f94fd102f729b1a8acc2c373d7c9eb6f115a3ad2a48

Observation 575c7fa3-add3-4879-9c06-4a010049cc9c · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:46.808623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:32.803467Z digest=sha256:d737e7311088a12b57f77b85023f12be1e7a2d5e2d4d79397124b23ec240df17

Observation 3aa4eb4b-aa70-47ce-993f-9acefaed3bf4 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:46.789735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:32.909619Z digest=sha256:e12191a5bbde93a1ef987ba59e56025270a3b868571ef5f8f8982a529a737bf1

Observation 7265ba4d-e3d0-49e0-a6a4-7eec85932e90 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:46.769781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:32.967273Z digest=sha256:3fa1d77ffc2c2ed7cc02355406aaf8833ccf276f7d7e04de6f2c47801f5eef65

Observation fc8ff58c-b973-4d6e-bbb8-e387214b4b4d · outbound

This paper cites Constrained Preferential Bayesian Optimization and Its Application in Banner Ad Design.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Constrained Preferential Bayesian Optimization and Its Application in Banner Ad Design

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:39:39.364665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:33.032302Z digest=sha256:8950334637287df8719306458540598a180fc6f42f9fe2247186cf6f2815d93f

Observation 248dea23-83fd-448f-ba74-6b10275fddd0 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:46.746370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:33.094600Z digest=sha256:f32ecf43e07d93cb9c4840e5bb4eb2955fa8547b93316e8ec388643700560aaa

Observation d04d6e94-ff46-45a0-a7c3-a562868afccf · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:46.724795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:33.141819Z digest=sha256:c93cd2477738717c2cf4ac2eaf41091bf661de722e8951582d777019498b1d51

Observation 6f8babe3-7689-4a42-9177-edcded4e1835 · outbound

This paper cites Khajah, Brett D.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Khajah, Brett D

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T15:39:33.269628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:39:33.269628Z digest=sha256:798c90df7d52c53b6a3b5066f6ff2c5a7158994b941ec307e4b5433d74529c6f

Observation 4e5404ea-1fc8-4da6-b767-a633789539f9 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:46.693959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:33.363546Z digest=sha256:f9b1cc45ba2d35f87e02bd2235be8ee9c07214454c55305e63133bbe9dfbe626

Observation bddc7bf9-3f78-46f1-b551-1cefcdaf55f5 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:46.675325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:33.434835Z digest=sha256:523c9cf163f3e4bc1ddd16d7f7384e81341401ff76958a210d5822053ba40573

Observation 982e2c48-32d9-42f9-bac7-0355f139a356 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:46.657606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:33.549189Z digest=sha256:27be2cb736f4a15f75a06ab200d7ca4b422447050b099e23abb201a258d71d7c

Observation 2f662950-21e1-42b1-84c4-c647f2645c60 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:46.640547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:33.639361Z digest=sha256:e23972265e218af0f4f8b96ccd8d757db0029f9da0ba2d0225ced7b48102b7ec

Observation 079d68af-5d8e-4ade-8d83-10c9a6440857 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:46.623458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:33.777157Z digest=sha256:62ecee69e874a7f99bbc25f79ca3f74b86183d8e111e202fa65902fd32a93b4a

Observation 76df2c14-1bf2-44fe-962e-09bbe3b2c6ec · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:46.599784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:33.877273Z digest=sha256:c4d5fa4cc2a566a7681cd228fb90c3bd934603e333b741f4bbae60416eed7a3f

Observation 4bcc03cb-6a90-4beb-9b97-e2b35213c941 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:46.574681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:33.957193Z digest=sha256:e34bcb6e6bdf4cc6ee0dfa1945c462c3505e98aa0884d3be7c00b4da8d5bbab5

Observation 112edeb4-29df-4ed3-bf90-482cd838e19c · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:46.555892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:34.016058Z digest=sha256:0076de91ceb70cef0491bdba6fc98d0629bae9dbe479129f29657b0474ef2e63

Observation 63bfa824-8b64-4f15-9661-83cc915c54b0 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:46.506183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:34.182451Z digest=sha256:5f78594b6d3071f34ba2288028c37230c60a2dde7edeec3fb60333107639f1a1

Observation 6fe3594c-be7c-4901-8fbc-612f8fa78ff3 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:46.295417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:34.297443Z digest=sha256:aae724e525340070d2faffc1a96fb4cad80c23fc149063d612079e83ae89dc49

Observation cc09ad8a-9743-4d8e-9124-b96551573d1b · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:46.219436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:34.416272Z digest=sha256:9b84bdc480f984ecde2a2cb58d1fecc3ced120f22f0b77aa6bd4949f220eef9a

Observation 76dcb9fc-1a6c-4ac2-a628-fdfa5792f6c7 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:46.120628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:34.501468Z digest=sha256:89bff24d055cb839dbe76400d8d5313eb41b79eef0d9ce3ada7d1a1fc6d810d3

Observation 686d875d-ff0e-4146-b85a-0c5954dde0e8 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:45.991803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:34.617284Z digest=sha256:897171101a90f66d3cf7a18d359b05792ed651e74d57274064b2a85c8268f608

Observation 5d5d1974-f864-4088-b906-e0328bee31d7 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:45.801783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:34.700527Z digest=sha256:f60bd0097d3ebff343da948943402c45032ef701b67167473754ad335223fc9f

Observation 97fbe42f-9a33-4792-bab1-fb13125bd979 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:45.620864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:34.772726Z digest=sha256:e73def49c7a9d4596b0902efeaed92916e2c70af38a3e9e4083921b58a61d85b

Observation 98057435-79cd-461a-bb08-a096c243db6d · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:45.283675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:35.025679Z digest=sha256:92d56e62fcc74b64f7801dba5b321b046dd8a7c55c594d767ffc901d8ab8673b

Observation 3350d9b2-1151-46f5-8950-5296faf7737a · outbound

This paper cites Analyzing User Activities, Demographics, Social Network Structure and User-Generated Content on Instagram.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Analyzing User Activities, Demographics, Social Network Structure and User-Generated Content on Instagram

Reference 42

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:39:39.009042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:35.122510Z digest=sha256:c09c1d50b7c56de98b93ef0290509fef778579c5cdbd3e8c4d3571e79326ae68

Observation 7a58bf19-9454-4410-9d41-ac71b231690a · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:45.093118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:35.197051Z digest=sha256:d3acda95322d4395dbaf7f7b14cbc2642b6d4a7dd47520d3cb5966eed7a82ab2

Observation 8d4a2701-ba35-4ece-9097-e29bf36c6f4f · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:44.942096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:35.281821Z digest=sha256:e0cda9935a7d15117b1363999aa4e1036aadeb148570a9138c87fc31c525afdf

Observation 47abd95e-c9d8-49c0-af19-9d7e5905ce6e · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:44.765006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:35.357815Z digest=sha256:6ebe77c43db13c7cfdd1fa26e2bcf23978cccd6baf4bf3ba463c2019234915f0

Observation b01c1e24-81ff-49d2-bbb4-7d10c0155bde · outbound

This paper cites On First-Order Meta-Learning Algorithms.

Efficient Visual Appearance Optimization by Learning from Prior Preferences On First-Order Meta-Learning Algorithms

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T15:39:35.436455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:39:35.436455Z digest=sha256:e3cb76f45bc58345243a3fe813a9558b6e62f3da87966e558cd38b095dc6eb35

Observation ceafed68-d44c-460a-a97b-61507d998671 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-06T15:39:35.613871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:39:35.613871Z digest=sha256:c96247722b4c8cec8211955d74d0c90102432cfb9009247d09760876b8a13dc0

Observation 6a4cb163-4cf1-4549-b0da-66514e1f14f9 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:44.569326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:35.714164Z digest=sha256:49f966d3514b054877325b55b9a617132f2b13762ed962145df86ae34b2d4d77

Observation 201faef7-1756-4b9a-85ae-616dd3bf549b · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:44.357135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:35.799775Z digest=sha256:5bb9ad509c7de96730d646bd616cd9c6eedc72ea70e267321c2434d85582b10c

Observation fc8dae29-198c-4473-81f4-c1b27a6aaf89 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-06T15:39:36.002300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:39:36.002300Z digest=sha256:e283736bc820a94bff67416a6170a9b0c7967cd83c970aaba2c660ec6b267bac

Observation 428decdb-1c7e-40df-b277-7523a4b3f421 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:43.855574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:36.134963Z digest=sha256:9dcc0fc499d734cb9d9b9e50b4ba119d1a1c578516803537569fd5c4433e7a02

Observation 034509cb-fe28-4e84-afc5-f653ea63b4d6 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:43.634692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:36.254178Z digest=sha256:41f75a82a425060404b0a4686e97c330f2c48b42742550b13ef9c127a5d2fd42

Observation ee4d41c3-ce50-44a3-831f-a8e16347eb5f · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:43.401477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:36.375752Z digest=sha256:328d7c85d8c4f916ac124d675d787beec19be9311190cc928055329f22aa75b1

Observation 0e51d681-3d92-4529-ab9d-0718d0d92e41 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:43.097393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:36.467210Z digest=sha256:493187d9750faaab858e3359e8c493fbcc66b3a0e02c3414d10edde6a254d8e9

Observation a6ed42f9-710b-43ea-9c6b-95adda601dd7 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:42.773807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:36.549556Z digest=sha256:685de4468b5b65624ea92ba47dc7eedee2231eb883b2b2a05509df5fa32f67fa

Observation 07910168-0041-490b-bd90-67bdf4ddaf3b · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:42.549274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:36.668544Z digest=sha256:1d6a5cfec1dcec7399d076c7f138b011388f1d52d41d478b04a1023333f353b7

Observation f9743662-b9f3-476e-8ffe-1aee1033789a · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:42.272342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:36.767044Z digest=sha256:19de4ead460de9e155df4f1e001e24c83ab2b67913417c2f130ca9cda4ebf86a

Observation 49adc1ac-0f6e-4c01-b391-a10a64512c66 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:42.045205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:36.948400Z digest=sha256:25a2910d45be320189a5293b307d669d57ebf73dec27b92329b17330d41524a8

Observation 1bbde5d1-e267-4692-96d2-5deb450bfd2f · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:41.876668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:37.101051Z digest=sha256:0f825fe80a7bcdd685da188c11571148bfa0b79cfb6d8956ec1e159288db2f37

Observation b5b9c3d8-a81f-4c1b-9d51-2640dc335b99 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:41.661272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:37.186055Z digest=sha256:a2a269dab5198f262fe93cabff10a1f4188a95f3f5d6a8786ffab81c5e22a291

Observation d1dbc6c9-d382-44b3-8e48-cfc1f61763cc · outbound

This paper cites Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-06T15:39:37.309259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:39:37.309259Z digest=sha256:ff629ea049bba7c6571b37d0e1cda3e81eb6c297f57ed4db5e2d21385336edbb

Observation 087e2b1e-e96d-419e-a353-1e9b2c4fc620 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:41.462117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:37.427837Z digest=sha256:2c207207c97d3430e33ebd810d52e25c413fd33eafa44f7b0ef93a8949d4a996

Observation 520f4df2-1df8-4f6b-a9a3-73ef5b4022ac · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:41.271440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:37.602842Z digest=sha256:840ac0f44fd543518eea5c8e102f7ef61f6fc046086b6cdc69281a59149d7108

Observation 87d494ba-fd7b-4ddb-8437-78cb7fb28605 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:41.082720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:37.720868Z digest=sha256:86433d9b7cf0cc9061caae9de4f924e1549c2e08c264b997972ca8be2c09a786

Observation f6d6d1ba-2a26-4447-a5d6-ebfd85ba7d16 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:40.852729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:37.851473Z digest=sha256:f991595d1226810c05084bb178eee93957f9bd1368a9039299793f376d480e6a

Observation 559ec116-b58e-48ee-8817-671feb9dddc8 · outbound

This paper cites Few-Shot Bayesian Optimization with Deep Kernel Surrogates.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Few-Shot Bayesian Optimization with Deep Kernel Surrogates

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-06T15:39:38.073952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:39:38.073952Z digest=sha256:f79bc54fe5fb96b40b7aaf1a666fe33ed6565d377ef8713d7e9b6c516f001bea

Observation 58597c38-cfc4-4486-ba6d-7f0f17ab7d4b · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:40.426739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:38.241404Z digest=sha256:1476026a94b0a1db2b5057df667cb28cc517d184feaa87bbe196690356c93e44

Observation 0c5e2566-1de2-40da-9779-4ef7323e582f · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:40.185199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:38.355051Z digest=sha256:9f9267f2c905e7b3cd4ae52e6db52843a490a637505deddb74e202f86ac5a8c4

Observation 0809ec4e-e8f4-4d51-89e2-633abf0a8da6 · outbound

This paper cites Compress, Then Prompt: Improving Accuracy-Efficiency Trade-off of LLM Inference with Transferable Prompt.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Compress, Then Prompt: Improving Accuracy-Efficiency Trade-off of LLM Inference with Transferable Prompt

Reference 69

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:39:38.751334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:38.449906Z digest=sha256:48098a73b6b5c90ca9e64dd5b0435d839ad2bc2df40431356fd79068dee2d4e8

Observation a6d39390-f873-4338-9a7d-3e3b7d9da2f4 · outbound

This paper cites Cambridge University Press.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Cambridge University Press

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:39:40.648339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:37.979043Z digest=sha256:ded46875082f4a67b3d3edb753781ea217b04ac3e47e3188258a0d26a75ce1f9

Observation debb7656-7b86-4ffa-a474-aa4fe119a6a6 · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:39.699462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:38.597772Z digest=sha256:08890bc4a3afc47ad75710c8df5fc42082761e2dac64fd2489d646a1cd963330

Observation d5c2412e-9a5d-4c0c-beea-9dbd57cddd2e · outbound

This paper cites an unresolved cited work.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:39:39.924685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:38.526431Z digest=sha256:ecbb1ac0fcabe6fd3fe148f98684eba643d3ba59174e7ff4e1e8eb4d48583059

Observation 8f60e71e-4691-4159-8d10-ab2564e6ce07 · outbound

This paper cites ACM Transactions on Graphics (TOG) 32, 4 (2013), 1–10.

Efficient Visual Appearance Optimization by Learning from Prior Preferences ACM Transactions on Graphics (TOG) 32, 4 (2013), 1–10

Reference 2013

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:39:44.113523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:35.883294Z digest=sha256:8b96404cebb4f3d17ba9778c5c9ec5f15faad5f71d5c6a07ded260453f046c50

Observation e08fb9d0-59ee-4184-9917-82dc35c26e33 · outbound

This paper cites In Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining.

Efficient Visual Appearance Optimization by Learning from Prior Preferences In Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:39:46.537248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:34.094662Z digest=sha256:d2695dfa7767c09e12c8e5ce299ecd6645ef8d974122b06b0a8c7a93feaa3dbf

Observation 20a845d0-6071-4827-ba40-ac4a30a90b3e · outbound

This paper cites Transfer Learning for Bayesian Optimization: A Survey.

Efficient Visual Appearance Optimization by Learning from Prior Preferences Transfer Learning for Bayesian Optimization: A Survey

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-06T15:39:31.212436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:39:31.212436Z digest=sha256:8e1f45ac46bf7276825beecdb37b0ffca340988edb8bed7707a235f0b3606907

Observation b2dc87b4-a8d8-4f62-8f84-62ece7b48ca5 · outbound

This paper cites In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems.

Efficient Visual Appearance Optimization by Learning from Prior Preferences In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems

Reference 2025

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:39:45.418739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T15:39:34.905436Z digest=sha256:762ce222f4f56252395fb0095b30eda9d2ca0ad6b50488fe73d5cf272b296c01

Pith citing papers

No inbound Pith citation observations are available.