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Paper Citation Record · LEDGER

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation

As of 7 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 1 inbound Pith citation observation for arXiv:2507.16753.

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

pith.paper-citation-record.v1
2507.16753 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:06:42.354881Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:06:41.596546Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T15:06:42.414373Z

Reference resolution

29 of 29 outbound references displayed

  • verified exact0
  • verified fuzzy26
  • unresolved1
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4ab367e4-a6ea-4928-bff3-0c20060ce49e · outbound

This paper cites CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation.

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation

Reference 1

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metadata mismatch
local_arxiv, observed 2026-08-06T15:06:42.421243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:06:41.596546Z digest=sha256:1491d4e28a8e8ad276233e65a43cecee78647f0cbdeccccf4c74bd7068c2518b

Observation 3c9b0bad-60e2-4c1d-a7f0-26b1020d27b5 · outbound

This paper cites Few-Shot Segmentation Few-shot semantic segmentation (FSS) tackles novel class segmentation with limited labeled examples through two main pipelines.

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation Few-Shot Segmentation Few-shot semantic segmentation (FSS) tackles novel class segmentation with limited labeled examples through two main pipelines

Reference 2

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verified fuzzy
raw_fallback, observed 2026-08-06T15:06:42.837889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:06:41.677039Z digest=sha256:22df34ba3d47a14cb30a67d846a1adbd29c100d5c316a5cdf735bd83e0eae2bb

Observation 0838752d-a9c1-4e26-b918-650e16eb0dfd · outbound

This paper cites For an image containing [class name Ts], what other objects might co-exist?.

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation For an image containing [class name Ts], what other objects might co-exist?

Reference 3

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verified fuzzy
raw_fallback, observed 2026-08-06T15:06:42.822461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:06:41.812861Z digest=sha256:77008d1f638b0b0476294c872971d081e64252163b84fcf6b3c84b2801999bab

Observation 4720917f-27ef-4ab4-a48f-bf0bea221e7a · outbound

This paper cites Datasets and Evaluation Metrics We train our model on PASCAL VOC 2012 with SBD aug- mentation and evaluate across diverse target domains.

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation Datasets and Evaluation Metrics We train our model on PASCAL VOC 2012 with SBD aug- mentation and evaluate across diverse target domains

Reference 4

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raw_fallback, observed 2026-08-06T15:06:42.807696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:06:41.965876Z digest=sha256:26129eafbebc30381dee85133dd3f923445ed166922ddfa37c7dd011a7835c49

Observation f83a20e2-6f81-4daf-a7a7-f2986496e86f · outbound

This paper cites Built upon SAM architecture, our framework achieves SOTA performance on CD-FSS benchmarks.

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation Built upon SAM architecture, our framework achieves SOTA performance on CD-FSS benchmarks

Reference 5

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raw_fallback, observed 2026-08-06T15:06:42.792948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:06:42.030318Z digest=sha256:9bf3fa82337f7b512ee26e0d457f692a9f37d09a160980696244616de16c5787

Observation 35583f0e-b2b8-413e-9738-51849f51e8b6 · outbound

This paper cites Lung segmentation in chest radiographs using anatomical atlases with nonrigid reg- istration,.

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation Lung segmentation in chest radiographs using anatomical atlases with nonrigid reg- istration,

Reference 6

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verified fuzzy
raw_fallback, observed 2026-08-06T15:06:42.777955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:06:42.092759Z digest=sha256:93c72bf5eb826a24f253572ac9a7e46780b256db64af1b1a99ec7bb115854357

Observation f189f2bc-be4c-4599-b42a-b6502145a6c5 · outbound

This paper cites Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC).

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)

Reference 7

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unresolved
no resolver link, observed 2026-08-06T15:06:42.134488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:06:42.134488Z digest=sha256:f1686d9c09131b7b63621b7e76bd0651637d115f8e01652b117fa1d70df99a8f

Observation eee28592-c869-469a-80ca-0243ede5a387 · outbound

This paper cites Deepglobe 2018: A challenge to parse the earth through satellite images,.

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation Deepglobe 2018: A challenge to parse the earth through satellite images,

Reference 8

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raw_fallback, observed 2026-08-06T15:06:42.763377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:06:42.139691Z digest=sha256:3c4820a746a7570ba27db2bd000bdd89ea218583a38c4ea76f3cd2d920472482

Observation efd813d1-e567-4240-a320-624487838b51 · outbound

This paper cites One-shot learning for semantic segmentation,.

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation One-shot learning for semantic segmentation,

Reference 9

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raw_fallback, observed 2026-08-06T15:06:42.748132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:06:42.144211Z digest=sha256:6fb12c6fae513c61d56b09474aef2f7fb9ac3717c615034599185c9c1a0555c8

Observation b4a917b5-1eff-4eb1-89a9-da74c21b1336 · outbound

This paper cites Feature weight- ing and boosting for few-shot segmentation,.

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation Feature weight- ing and boosting for few-shot segmentation,

Reference 10

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raw_fallback, observed 2026-08-06T15:06:42.733347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:06:42.149430Z digest=sha256:b7c912033b71a6b67bab608c5d08a62ef4951764e05f90671ccd12f0bb19ee44

Observation de1e13b0-687f-45bd-9f2f-55de5be6d5ab · outbound

This paper cites Prior guided feature enrichment network for few-shot segmentation,.

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation Prior guided feature enrichment network for few-shot segmentation,

Reference 11

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verified fuzzy
raw_fallback, observed 2026-08-06T15:06:42.717460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:06:42.154528Z digest=sha256:723192ee92cbc70092cf075bdce97fe5c91e6363f802d35f36a393706b649122

Observation 4750436e-2a42-417f-a167-db5050d464cb · outbound

This paper cites Hyper- correlation squeeze for few-shot segmentation,.

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation Hyper- correlation squeeze for few-shot segmentation,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:06:42.702730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:06:42.159375Z digest=sha256:cc4b0cf5ee2225139704d6966a9685ffdd6b732cbf390411c72f565680eb932d

Observation c5e5b1ca-0c2d-41bc-9b6e-c9cf14346fa6 · outbound

This paper cites Vrp-sam: Sam with visual reference prompt,.

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation Vrp-sam: Sam with visual reference prompt,

Reference 13

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verified fuzzy
raw_fallback, observed 2026-08-06T15:06:42.688335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:06:42.279029Z digest=sha256:6dde120831d0ba7af049ddf1a995359f03d4ed4f68588a6f0eb9dd635d40997a

Observation 28246088-24a7-4c16-be08-061f3776f366 · outbound

This paper cites Segment anything,.

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation Segment anything,

Reference 14

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verified fuzzy
raw_fallback, observed 2026-08-06T15:06:42.673473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:06:42.284214Z digest=sha256:0f6c9f523fed5f0ea549674d15b725dd7b52b36201e5d1fd8f6654d37963b4b5

Observation facb2337-edb5-4006-8ea0-b0695b00f758 · outbound

This paper cites How do we generalize?,.

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation How do we generalize?,

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:06:42.288913Z digest=sha256:9d951cd93f8fcffd7cecc120c8c0442cacaf192846f0897bfa1d81caa4ced7cb

Observation 73ecccf0-f18f-47fa-b1b1-ee84d34de774 · outbound

This paper cites Relevant intrinsic feature enhancement network for few-shot semantic segmentation,.

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation Relevant intrinsic feature enhancement network for few-shot semantic segmentation,

Reference 16

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:06:42.293350Z digest=sha256:17da4ddab4b9f8b5a5a525055d87946df14e5c11ff2ad97ddf755278aef6e26c

Observation 064d4be5-efec-47fd-880c-a51c758deec4 · outbound

This paper cites Hierarchi- cal dense correlation distillation for few-shot segmenta- tion,.

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation Hierarchi- cal dense correlation distillation for few-shot segmenta- tion,

Reference 17

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raw_fallback, observed 2026-08-06T15:06:42.625261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:06:42.299432Z digest=sha256:6fdd3b01a997c977ac6106bdc5c8a896a8cebc891fc3a6ea4cf90af9d26f4051

Observation b651f411-18de-4699-9873-0e402744a034 · outbound

This paper cites Extending segment anything model into auditory and temporal dimensions for audio-visual segmentation,.

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation Extending segment anything model into auditory and temporal dimensions for audio-visual segmentation,

Reference 18

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verified fuzzy
raw_fallback, observed 2026-08-06T15:06:42.610930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:06:42.304241Z digest=sha256:962b4dd5db1a2894be3d791eafe083f6f79ca4f20a72d694063a368d35bdfec6

Observation 2c92d1d9-3cfc-43b3-a903-d9c4244442db · outbound

This paper cites Bridge the points: Graph-based few- shot segment anything semantically,.

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation Bridge the points: Graph-based few- shot segment anything semantically,

Reference 19

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verified fuzzy
raw_fallback, observed 2026-08-06T15:06:42.595802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:06:42.308885Z digest=sha256:fd5769839e8f6df26847d0b5b6417bded7310e3b9df21bca44ffb57566a0e52a

Observation 20bbcf0f-de51-4535-86d7-349dc2bb6e4b · outbound

This paper cites Asam: Boosting segment anything model with adversarial tuning,.

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation Asam: Boosting segment anything model with adversarial tuning,

Reference 20

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verified fuzzy
raw_fallback, observed 2026-08-06T15:06:42.581121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:06:42.313318Z digest=sha256:7f932bc9275e64a21032652d51ae5a68c57032d344206b51743f7a6266be48ad

Observation 4455fc48-4670-4beb-bb2b-4ca47fe62cf3 · outbound

This paper cites Cross-domain few- shot semantic segmentation,.

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation Cross-domain few- shot semantic segmentation,

Reference 21

Resolution
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raw_fallback, observed 2026-08-06T15:06:42.566428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:06:42.317876Z digest=sha256:c76e13b8e6d12cf7c345628bdf3d76f3c24e16a73383cb540118b9419c7ef628

Observation e4c53a8b-e0c0-4e05-b336-e2e4382ca790 · outbound

This paper cites Cross-domain few-shot semantic segmentation via doubly matching transformation,.

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation Cross-domain few-shot semantic segmentation via doubly matching transformation,

Reference 22

Resolution
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raw_fallback, observed 2026-08-06T15:06:42.550953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:06:42.322620Z digest=sha256:d6862cc299b8ee95c8d7e3314d0d90e4f1c56aeb238283970a6553d5dee12930

Observation 88305554-da9f-4fe3-8894-8d39c15c46ab · outbound

This paper cites Domain-rectifying adapter for cross- domain few-shot segmentation,.

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation Domain-rectifying adapter for cross- domain few-shot segmentation,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:06:42.535064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:06:42.327555Z digest=sha256:3d200a33205ec260f7cd715c2bfaa6c2ccb46e1fdb7892e410c777ae75cff07b

Observation 6d33d569-3c50-4232-8c5d-236368d83a61 · outbound

This paper cites Apseg: Auto- prompt network for cross-domain few-shot semantic segmentation,.

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation Apseg: Auto- prompt network for cross-domain few-shot semantic segmentation,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:06:42.519440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:06:42.332071Z digest=sha256:be579bddcc2cb6a7b018bcdb21f8471068f877c20f1f1c3bb14cdcecdb8527c8

Observation 741b14b8-ec09-40cc-b82a-661bc26eebc0 · outbound

This paper cites Adapt before comparison: A new per- spective on cross-domain few-shot segmentation,.

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation Adapt before comparison: A new per- spective on cross-domain few-shot segmentation,

Reference 25

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verified fuzzy
raw_fallback, observed 2026-08-06T15:06:42.502647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:06:42.336696Z digest=sha256:357994fd575cd01db4cc47c2b29b9b6716cff368f1540aa43dbf9cca1258406e

Observation 346ced2c-8149-40d4-88ff-1a888bb2c7ef · outbound

This paper cites Segment anything in high quality,.

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation Segment anything in high quality,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:06:42.486913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:06:42.341225Z digest=sha256:2e52ce7b20dfa4a47183a987f2d5c2468f90dd142cc7f4f263b88d5319366be0

Observation 42e4d92e-a415-4232-a822-0ec8f39fbcdd · outbound

This paper cites Personalize segment anything model with one shot,.

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation Personalize segment anything model with one shot,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:06:42.470696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:06:42.345532Z digest=sha256:aaf5e1f086b967bc881f937aa48ec9d498a24f3c6a5e3c7fd2df1c01a37adc90

Observation 88a95015-fe44-4279-bc72-3275e7959f39 · outbound

This paper cites Matcher: Segment anything with one shot using all-purpose feature matching,.

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation Matcher: Segment anything with one shot using all-purpose feature matching,

Reference 28

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verified fuzzy
raw_fallback, observed 2026-08-06T15:06:42.454692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:06:42.350212Z digest=sha256:a76c57960cef8a4b13f3fe91f32551a948c504c9a9834134c0dd4769d0c63fcc

Observation fc620428-7551-4497-aec4-00a972eab5ea · outbound

This paper cites Fss-1000: A 1000-class dataset for few-shot segmentation,.

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation Fss-1000: A 1000-class dataset for few-shot segmentation,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:06:42.438407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:06:42.354881Z digest=sha256:dac8e9096e9998de718937eab9c38be83ce434496d3e2ace0c4bdfc3fdaff7a4

Pith citing papers

Observation 4ab367e4-a6ea-4928-bff3-0c20060ce49e · inbound

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation cites this paper.

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation

Reference 1

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metadata mismatch
local_arxiv, observed 2026-08-06T15:06:42.421243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:06:41.596546Z digest=sha256:1491d4e28a8e8ad276233e65a43cecee78647f0cbdeccccf4c74bd7068c2518b