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Paper Citation Record · LEDGER

Efficient Visual Appearance Optimization by Learning from Prior Preferences

As of 10 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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:30.979401Z digest=sha256:80fbc06caa0e0be9d9779266c63462fff0fa8ca3285528f0c96f76cb2ff2bd40

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:31.105173Z digest=sha256:eeffef639d8c82b55462ac16a812ef9de1444eb0655849baed760cfb96a0dc62

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:31.349166Z digest=sha256:541ddaa7d81f9d3226494b2d2067735458e65d104d1bfe253e68927f0c0e79ef

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:31.466501Z digest=sha256:49cf4ebafaf3b1ded676d83dfa653b72ea9f5275b43c53a17ea27a1e768039aa

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:31.541187Z digest=sha256:17a9063dd2d80a3e9dd9308d06653e52b2e03b2eb4834489becb3b28223b07c5

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:31.669912Z digest=sha256:3f185490a004f6c775f094c9bdfc097e54db6204f4fdda032413f596b3b1a4fe

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:31.801886Z digest=sha256:ca0bae71279b5ea53711f8b7af23b6ada86ba0f3f4c8fbda8aa6dc40b8b9e9f3

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:31.903782Z digest=sha256:13f9eeddb75795eaf73adfc1155ea759a5a1fb4db9149309653547e40111c70b

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:c628d03441e0cd48415ccbc123ab161629156d02132e6d9202a88831a2bced5f

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:a10a2f68d3c8186b1071cda0da2e40b7913cd95890f29bf9b47f4e0a536acd1c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:32.137345Z digest=sha256:8bea1f5d291be5fc39cebe0b969ef4207351d61c38a4e47bfa5f6e2e4eee476d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:32.265783Z digest=sha256:663d1f8424e7c0e5a7c43fee0b11ba75256519c9f956b1f644c4573493c609cb

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:32.342493Z digest=sha256:498bf2ebc1a377c329c5ece8a99ea16757da979f9213342cd12d86d45eb3f711

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:32.383411Z digest=sha256:f1a470c4928d6c473a251224c1ffd752435cd0af23753465fee1d0de5d47a54a

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:f721871afd53bf4c7c51181d92676925de7bce69a082b2731c873870c5d4621b

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=sha256:520a3e9b8172ff97735e4d688fd7588eb40761d8d0d37fa82f0ee43fe7ae4fe6

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:e1d3307b42e46ccc58d045e7eaa112aa21f551b8f8c5ecdfc4b22e94c9c27ced

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:32.674936Z digest=sha256:68fbc78afe2f22a44048d576b8e7087c96abab896f31e311205398d97b7ffe7d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:32.803467Z digest=sha256:bb1ed5797472d770b8cf1713f0db19fa318f893ea04459aeb904f0767ad5f3aa

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:32.909619Z digest=sha256:f9695ccb21befde2eedc0ad05b41210029aab9aa43d1c026e4178aa34664ebb5

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:32.967273Z digest=sha256:874bb0748d945a4b76439102fd1c300848d050206136e1650740297f5ca62141

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:33.032302Z digest=sha256:7bd9c53364d9b13da3565dd1b12b01d7a781c00d9f6be06e7364d1d5ba86f4f7

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:33.094600Z digest=sha256:eb244ce28c512c5c92a107b276df8bac5acbfa6fe865ff6ab29c64b926d22838

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:33.141819Z digest=sha256:1b16ec144e8a415c6b1c43597228bc81a2ca106d7ef741ff1c6a00ac762ab4e8

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=sha256:6538012744ba817a4bae55e26a88054c0c43f1d2f6f010773285fa24f08df0f0

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:33.363546Z digest=sha256:03ec2a5551fa5f16e3f68f532c429ec2a30a95c6d1f66b25e337371f58b7c861

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:33.434835Z digest=sha256:5fe36e0870431483b442d2ffda8d5a415800cc4f95a879d109ea209e04738ca3

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:33.549189Z digest=sha256:9c05befd33bb90f972824b0f2cc6db662bb7f40b72995bd2a6e5ac60f5f39811

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:33.639361Z digest=sha256:79a22ef8d1406b364ad61f91f8dbe0c296ff096894c05e2aa40764ded9b600ec

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:33.777157Z digest=sha256:e7c1c15394c02ece4f50c3ad71152fce6fb935f2b3f344fe1321116433b54da8

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:33.877273Z digest=sha256:fb9ae5eeb068de733b3b99d949202261cbcf725ab141ba501e8ceb4d1aa54de0

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:33.957193Z digest=sha256:41bd616cc22227ff05c6c830c73edeed5dc99ccf838c6085181d2f2c363dec24

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:34.016058Z digest=sha256:39f4f739700e045c1d0592c056d500c576f4df5bd2f58c91a78af77f0bfa7a77

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:34.182451Z digest=sha256:b3c87e29f19b3f4b0049cd6c8e26ae4c1514e052df729006b469da40373ccc9c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:34.297443Z digest=sha256:d2c9809c6c8fbfa85090af098b909f4b084c705170e14fd3642aca4d4a3dd10b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:34.416272Z digest=sha256:2cbab6839579e22cf6ae2e627c449ecfb4b763cc6b6b43d7e584ae321f28cc29

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:34.501468Z digest=sha256:bbe3bfb525332094724efa089ba5d315a2bdb75377c64f2b34d9ddb7da950bed

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:34.617284Z digest=sha256:89fd9afd864826a274fa2974ed9fbc212fed42bafc68c40e186781b6abaa8e68

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:34.700527Z digest=sha256:bcb994a422fd4a6d063f9f11c4ea4e55fb5378b428c8aba66025350b2d662352

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:34.772726Z digest=sha256:15de19d443ad9b6a62160a92af051c2f8fc5679afd307646decbcac935f21bae

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:35.025679Z digest=sha256:7be929532863110087ed9766fae9f5222f8f898f8c26b10ab64d98c29e478e34

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:35.122510Z digest=sha256:a5ff807afe6a65eecae00522b15705022db1b6e63d80e5ce212c0bc680e4b896

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:35.197051Z digest=sha256:ebb4711602cebcd04a0a11722e3c7c0aca934d0f504970d3560d0c5e4e33529d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:35.281821Z digest=sha256:42a6cdd7397ef53a4631bd27a4ac7f676c55d66a3a7646b843bdf13c56e93e07

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:35.357815Z digest=sha256:48a09bee954b1b2624dc31f16b2a43a8b9e8fab3b8946a04d243b9d1bb51025a

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=sha256:992e26c9fcf05b61fbf020da390b4e32391b2e69ed234f1d657bcf958b18112d

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=sha256:642c36673a814a09642fb510c3b516d159681fc6fee335a62e65378c368dfbb4

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:35.714164Z digest=sha256:cf4185333941d104318ee946bbe3a1d033b827125d3b80daa4a69a7274618d21

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:35.799775Z digest=sha256:99a5ba0bd53fef09130c77b2fcc50ba473cf9cb74fd57abcb698d8515a852b27

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=sha256:1349bd21e129b2412e6eb752d88d17fed05f8150651cc1806097a4c8a3b37ddf

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:36.134963Z digest=sha256:1c2caccd312efb600a4a1f4505de9bd72e5c401b17fed5708ffcec5770561907

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:36.254178Z digest=sha256:f20d5ef028ca423bab776936fe7b423f8874d340a3886498560d679fb7d3cca8

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:36.375752Z digest=sha256:00e0964a3cc07f097f2cbef4c456b128375a69cfef84f269029f7f0e140f7ba7

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:36.467210Z digest=sha256:253f85245c264ffb93676d02b5303aca159891c00f65b0e40861f9548bbbad0b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:36.549556Z digest=sha256:182672956280c3a9b59c377c24dcb54c80434c8ff1903efeca31d908189470f9

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:36.668544Z digest=sha256:1efd3e26847f1c3f925fc16453e3817dde6d2c96f479434339914113be788b36

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:36.767044Z digest=sha256:0564ae471aa0d24ffb7f7c34f63d4a0d194f9b733fdbd7d6759014da5cf9de2a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:36.948400Z digest=sha256:6d3a35f564f8dbb45365037e44b98094b11ae93a535ac9d6a5a653bf97bfa730

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:37.101051Z digest=sha256:56819c758016c9f5200666b64c306012f67ae3d66a4dc263a884b77270de8a03

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:37.186055Z digest=sha256:48f6472c5070c7efae4b1354178fa4293ea0e7f7be9546313837fd624e731983

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=sha256:9ba7b5ac51d34e3de5090e8026047e4aa5fa44a09d0a05fee64dc79b7f703087

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:37.427837Z digest=sha256:04a42ea997aa54f52ea677de246de0fbf6ac9f15b4b66f798a7b2117d0a3f883

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:37.602842Z digest=sha256:aa8a1dc19547b763215abe43605cb9db666ad63f15e94ed874ede33cd4d4827e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:37.720868Z digest=sha256:96ddd99aeb86fd8c0739d2f441c66556c5fc1ee06a689cc60cf6591109182504

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:37.851473Z digest=sha256:fa73b93b825a4d6855fc678b819d1288eda2ade4a5be570a6f3fbc20e3453f42

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:a8aeb137c6d7629e79a6a57c7b779d5b188cb23ca66838c43d93d9b8c54c1177

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:38.241404Z digest=sha256:ccb35e19afbef107a050311748ce85fe111a2502f204da531ebd3fba87c516b8

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:38.355051Z digest=sha256:df0dde43d2eca2ac3e434c28ded4df2d438733a2a5677e1d28e82ed2b5a99316

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:38.449906Z digest=sha256:aa08d09e0bddb5b632c7b20dd9b163176a807e598bc160a94067351933c6e2bd

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:37.979043Z digest=sha256:0f682d79ad8e4072543a5a726a9d06af5986bc1145fbd21ac117637f274b61ae

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:38.597772Z digest=sha256:3cad28ffe2cf0b8089eeafe0eec6d92963f5ccdece687543215013970ec6a78e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:38.526431Z digest=sha256:f89dab094235e8dcd65637717943e25a4a113b067c48ffb2398aaaa716589009

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:35.883294Z digest=sha256:6eb58d884a0ce34f2813e62a755ddbedc8905bdd7716e97b628711a7aaa4755c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:34.094662Z digest=sha256:d33a7bee2399bcfcccfa63a064e23320c572bd7b424bb3e8cf93878eded00752

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=sha256:2d8d3885079a36bad0c8ae3f9098462a1d181dfa0315918dcb830641347de930

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T15:39:34.905436Z digest=sha256:b467a5754ba9d06441c2044f6ecff1ffcbe1cb38f721c16e6ae6ab8c12dd104d

Pith citing papers

No inbound Pith citation observations are available.