Paper Citation Record · LEDGER

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training

As of 12 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2412.07161.

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

pith.paper-citation-record.v1
2412.07161 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T19:08:01.975807Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

40 of 40 outbound references displayed

verified exact1
verified fuzzy5
unresolved34
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1b8e1b36-7d8d-4b9c-88fc-c36ea4e30471 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T19:08:01.810000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 693bcd30-824b-456b-8f92-78b057c5c877 · outbound

This paper cites write newline.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T19:08:01.814806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f7420b5-fc46-4885-acbe-de9182283ce6 · outbound

This paper cites Prompting Language-Informed Distribution for Compositional Zero-Shot Learning.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training Prompting Language-Informed Distribution for Compositional Zero-Shot Learning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T19:08:01.820525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19a19d8d-cf67-4fbc-97fa-2ff1faf172dd · outbound

This paper cites an unresolved cited work.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:08:02.574667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 68ed3bad-22dc-4124-9e80-89f41e8ae983 · outbound

This paper cites an unresolved cited work.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:08:02.560141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1649df74-0f84-4dbe-b885-afd030a9dc39 · outbound

This paper cites an unresolved cited work.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:08:02.546785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 834cb2b7-5889-49d7-bbbb-f4aac9092d84 · outbound

This paper cites J.; and Adelson, E.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training J.; and Adelson, E

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:08:02.534068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 011b71ca-2c27-427b-8d35-58535ebfa3d0 · outbound

This paper cites an unresolved cited work.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:08:02.521177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c8af80af-c5a5-4cbc-9873-c6cfc28a21fc · outbound

This paper cites an unresolved cited work.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:08:02.508106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 94d247c2-2f8a-48d0-9c20-70799e6ee325 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training Adam: A Method for Stochastic Optimization

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T19:08:01.854331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dfcde66-a51a-4e8c-8a62-70b5f79521f2 · outbound

This paper cites an unresolved cited work.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:08:02.495230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d2a3c0cb-0fda-409b-b07d-998f189bf0e6 · outbound

This paper cites an unresolved cited work.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:08:02.481904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7980203a-fe95-47c7-aacd-547cbdf97ef2 · outbound

This paper cites an unresolved cited work.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:08:02.467941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7a3b2998-5027-42e0-8d95-00c6d6c40c9b · outbound

This paper cites an unresolved cited work.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:08:02.454542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bacef631-8caf-4766-a851-2df9fb3b0de6 · outbound

This paper cites an unresolved cited work.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:08:02.349032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation dfc8e433-ab22-477b-85e9-635cc18d163b · outbound

This paper cites an unresolved cited work.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:08:02.336581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 33d54c9d-8028-49ae-9355-3f54548ebe5b · outbound

This paper cites an unresolved cited work.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:08:02.322919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c6b28670-c934-44c7-9bfc-2b4a64c2eb64 · outbound

This paper cites F.; Xian, Y.; and Akata, Z.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training F.; Xian, Y.; and Akata, Z

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:08:02.308353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation efcb0f97-88fe-401b-8c69-db56b49e46a3 · outbound

This paper cites F.; Xian, Y.; and Akata, Z.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training F.; Xian, Y.; and Akata, Z

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:08:02.294023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e7d6b849-cdb8-4c47-837a-10fa4cbf0fde · outbound

This paper cites an unresolved cited work.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:08:02.281160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d2950b89-df98-4861-9a5d-583494018d07 · outbound

This paper cites F.; Xian, Y.; Tombari, F.; and Akata, Z.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training F.; Xian, Y.; Tombari, F.; and Akata, Z

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:08:02.268711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 97783ad8-2325-4794-8149-bfcf8e90daa5 · outbound

This paper cites V.; Yu, P.; and Bach, S.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training V.; Yu, P.; and Bach, S

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:08:02.255378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 23d59000-aac1-4dfd-ae80-43094afde5aa · outbound

This paper cites an unresolved cited work.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:08:02.242122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8c9263ae-92e2-4ee7-9ae0-c75123af7a2f · outbound

This paper cites W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; et al.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; et al

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T19:08:01.912906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b74c2baa-3be0-4dc4-9c05-1234551e9d1f · outbound

This paper cites an unresolved cited work.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:08:02.221149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fe776c6a-d39b-459a-95a1-b6c308b41d80 · outbound

This paper cites Coarse-to-Fine Contrastive Learning in Image-Text-Graph Space for Improved Vision-Language Compositionality.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training Coarse-to-Fine Contrastive Learning in Image-Text-Graph Space for Improved Vision-Language Compositionality

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T19:08:01.920597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5424c8f-a596-4098-bf62-46d285b5c076 · outbound

This paper cites an unresolved cited work.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T19:08:01.925156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7616d07-d597-4307-b691-7c01ee8297ad · outbound

This paper cites an unresolved cited work.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:08:02.200624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3fda883a-91f1-4ab6-97c2-8f7888a6d40c · outbound

This paper cites an unresolved cited work.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:08:02.188922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3da8f428-4575-40d9-9f38-fd5f434db553 · outbound

This paper cites an unresolved cited work.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:08:02.175667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 36c9541c-89b4-4791-bc92-58ef14dfcfc9 · outbound

This paper cites an unresolved cited work.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:08:02.161288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9014e982-b78b-46a0-8b2a-a64a414857cb · outbound

This paper cites Zero-Shot Compositional Concept Learning.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training Zero-Shot Compositional Concept Learning

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-11T19:08:02.011117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 649f4d28-de76-4a70-9d96-1aaeadb8bc11 · outbound

This paper cites an unresolved cited work.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:08:02.147296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2f5fc121-e283-4b5f-a991-1632e6d5d185 · outbound

This paper cites an unresolved cited work.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:08:02.134287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d8e6ef9a-e30b-4c2f-b5e4-e40d09efadad · outbound

This paper cites an unresolved cited work.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:08:02.120697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fe1643f7-94cd-4b02-8e40-f2cefc187a8b · outbound

This paper cites an unresolved cited work.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:08:02.107315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9d8a886e-2fa0-49a7-ba39-0b988a0730e8 · outbound

This paper cites an unresolved cited work.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T19:08:01.964729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 111ae41b-cd2a-48f2-a613-c4d7945c9c92 · outbound

This paper cites an unresolved cited work.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:08:02.085133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation dd9256b9-59b9-4d2a-b35f-1421281b0354 · outbound

This paper cites an unresolved cited work.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:08:02.071019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation dfbaccb5-d68a-42bd-a07f-f0138c351fde · outbound

This paper cites C.; and Liu, Z.

Compositional Zero-Shot Learning with Contextualized Cues and Adaptive Contrastive Training C.; and Liu, Z

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T19:08:01.975807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.