Pith. sign in

Paper Citation Record · LEDGER

StAR: Segment Anything Reasoner

As of 20 August 2026, this Paper Citation Record lists 69 of 69 outbound references and 3 inbound Pith citation observations for arXiv:2603.14382.

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

pith.paper-citation-record.v1
2603.14382 v2

Coverage vector

measured 69 of 69 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T18:14:38.703543Z

measured 72 of 72 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T16:00:40.812912Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T16:04:52.971903Z

Reference resolution

69 of 69 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved69
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b8f22ca5-ee05-4714-9dc1-1e7418966145 · outbound

This paper cites Qwen3-VL Technical Report.

StAR: Segment Anything Reasoner Qwen3-VL Technical Report

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:33.044010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:33.044010Z digest=sha256:d0c9d48b065e0f45520c04b22bef70d06cb7caa93de87307d5329b3b2f5842f4

Observation 6f16f222-216c-4abc-988a-cf4aabdab4ca · outbound

This paper cites Qwen2.5-VL Technical Report.

StAR: Segment Anything Reasoner Qwen2.5-VL Technical Report

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:33.171326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:33.171326Z digest=sha256:0b0c0d30c9363eabd7acb44913b21a0afe295ffba853f593ed516b138d5c8627

Observation e1fa6bbc-e128-482e-9086-e24d5dd03e68 · outbound

This paper cites In: ECCV (2024) 2, 12, 21.

StAR: Segment Anything Reasoner In: ECCV (2024) 2, 12, 21

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:33.299309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:33.299309Z digest=sha256:5842218f2d2a24676d019447754b2d6438c68566c9104ae15f90bfda030fd0c3

Observation 64bea923-af50-4665-a3bf-60ac7a074a52 · outbound

This paper cites TMLR (2024) 8.

StAR: Segment Anything Reasoner TMLR (2024) 8

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:33.388026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:33.388026Z digest=sha256:6431129e9226bea06f0354afb7978b6a56fdff6df418104f4a54356f119114cc

Observation 0a966e24-52ad-4872-9c2e-b8ec8a078605 · outbound

This paper cites In: ICLR (2026) 2, 3, 12, 17, 22, 23.

StAR: Segment Anything Reasoner In: ICLR (2026) 2, 3, 12, 17, 22, 23

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:33.464768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:33.464768Z digest=sha256:17867e160129531839a5d806cc842dc6de134a2fa3f5fdc0a58f937c16918253

Observation 14f818af-ca68-42d8-b942-1c7cdd48dca5 · outbound

This paper cites In: ICLR (2025) 28.

StAR: Segment Anything Reasoner In: ICLR (2025) 28

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:33.536936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:33.536936Z digest=sha256:fc253d75d5c827a926bcd1a678b479c2cd4f55de91f1b0269331257fc533fee8

Observation d269fce9-dfd8-450a-9ad1-9d2a722648cf · outbound

This paper cites In: NeurIPS (2025) 15.

StAR: Segment Anything Reasoner In: NeurIPS (2025) 15

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:33.635482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:33.635482Z digest=sha256:7d50cdbaf84cc212e5db6cda564026399d853e5ec8b4239ab763f25f06f6fc1a

Observation 35a2ffa8-af31-49a0-8140-3b8b3f106458 · outbound

This paper cites In: ICLR (2026) 2, 12, 22, 24.

StAR: Segment Anything Reasoner In: ICLR (2026) 2, 12, 22, 24

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:33.714418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:33.714418Z digest=sha256:6be6f9002c5c23faa27795d2e80cc49eebc85f4082e49f3956c8c87de749c846

Observation c060a43a-0eb3-41e4-8a4d-64a4ea38b79d · outbound

This paper cites an unresolved cited work.

StAR: Segment Anything Reasoner Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:33.805371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:33.805371Z digest=sha256:d685e3e05f336d3fa1213e4747bc05c2ac99baedd6dc323ab180793b6bff2fb5

Observation f87c1875-1e56-48a8-9628-1c226af8bdf8 · outbound

This paper cites an unresolved cited work.

StAR: Segment Anything Reasoner Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:33.892175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:33.892175Z digest=sha256:14c9cbf7a2fbb395db92bac53073683ffa8f14860741259bed5c7935163c40d2

Observation 935ee66e-76a7-47ee-b5ef-aa277dbc1003 · outbound

This paper cites In: NeurIPS (2025) 22.

StAR: Segment Anything Reasoner In: NeurIPS (2025) 22

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:33.956592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:33.956592Z digest=sha256:fec1e847816692594667140891f844c35819846d57a75fc7b6acaa99b5ab5e2d

Observation ac53091b-a606-414b-83ea-f75ada9776c3 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

StAR: Segment Anything Reasoner DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:34.037196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:34.037196Z digest=sha256:660ee17a8e7e7ed52a84e641de325b0ac47e3cd2c9bfd9a9d12b953f65556487

Observation 1e013ebc-9817-485f-9d0f-76953e6f08f2 · outbound

This paper cites In: CVPR (2019) 7, 12.

StAR: Segment Anything Reasoner In: CVPR (2019) 7, 12

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:34.104593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:34.104593Z digest=sha256:a9771a59fa1d4ec60c939383affa34fc1a7e86fe9c9706d254247768d4675711

Observation 177fb495-da32-4ddd-9de8-fca552a6abcc · outbound

This paper cites In: ICLR (2022) 2, 8, 23, 24.

StAR: Segment Anything Reasoner In: ICLR (2022) 2, 8, 23, 24

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:34.187320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:34.187320Z digest=sha256:a0259cbe2bf93d0c9ed61a99c7f46b46fb8c4a6a2e02ab733479ac1c49081a58

Observation da4ad5dd-351d-4b0f-a8f9-31e1feee161d · outbound

This paper cites In: NeurIPS (2025) 2, 8, 12, 21, 24, 25 StAR: Segment Anything Reasoner 35.

StAR: Segment Anything Reasoner In: NeurIPS (2025) 2, 8, 12, 21, 24, 25 StAR: Segment Anything Reasoner 35

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:34.275783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:34.275783Z digest=sha256:255bf13ca3bf5bc9948d2416c9dc21955a70606d9239053f0dfdd58a368f35a3

Observation d5531ae8-603e-4133-84a4-d8e2c24765b9 · outbound

This paper cites In: ICLR (2025) 8, 24.

StAR: Segment Anything Reasoner In: ICLR (2025) 8, 24

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:34.345507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:34.345507Z digest=sha256:69770c91b5ebb63722bab4d513fb47e54de86ff4764e20c53f980790a571d660

Observation 09a66e34-35a3-4da0-97fd-d20cd1e88bec · outbound

This paper cites In: ICLR (2026) 11.

StAR: Segment Anything Reasoner In: ICLR (2026) 11

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:34.444485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:34.444485Z digest=sha256:782ae2392b9b89a05f547c2348a81b48f65324a683e1bd74c98555c316a62026

Observation 17c20521-eaa6-4383-b33e-5658e47e28f3 · outbound

This paper cites In: ICLR (2025) 2, 4, 12, 14, 21.

StAR: Segment Anything Reasoner In: ICLR (2025) 2, 4, 12, 14, 21

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:34.526011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:34.526011Z digest=sha256:901575fd1a7fad301fdab310ae2fae4381461dfe27b9158f93cd00f1e8141182

Observation 5187efe2-36cb-4ef5-bca1-044173552fcd · outbound

This paper cites In: ICML (2025) 11.

StAR: Segment Anything Reasoner In: ICML (2025) 11

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:34.640015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:34.640015Z digest=sha256:aac9c879b110396bdd12670f8ec531b7a388220e9ef757f7f8340e1d7c602d45

Observation cc0ea07d-f240-44e7-b0bd-09724d174631 · outbound

This paper cites In: The Thirty-ninth Annual Conference on Neural Information Processing Systems (2025),https://openreview.net/forum?id=29FRqmVQK822.

StAR: Segment Anything Reasoner In: The Thirty-ninth Annual Conference on Neural Information Processing Systems (2025),https://openreview.net/forum?id=29FRqmVQK822

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:34.726990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:34.726990Z digest=sha256:a200bc26ccb524f604c47a6dfffb488ad44bba69d9e9b9d2389543f5cb8fd7de

Observation 8bf7946f-aaf5-4947-826a-ab2aaf835c1e · outbound

This paper cites In: ICCV (2023) 2, 21.

StAR: Segment Anything Reasoner In: ICCV (2023) 2, 21

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:34.782493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:34.782493Z digest=sha256:61c44316ca001dd1a2c5e095f68849ba78a8757ea1ba107f61f7f178ff9df72e

Observation 44a682de-1832-4dac-badd-513ceaabeda7 · outbound

This paper cites In: ICLR (2025) 22.

StAR: Segment Anything Reasoner In: ICLR (2025) 22

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:34.893429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:34.893429Z digest=sha256:3c198647c51d123855b84c49d73bb99a8cb76db4f675b06804099941d7ee7f0f

Observation 40a65d2b-de0f-4099-adfc-47d584119652 · outbound

This paper cites IJCV (2020) 5.

StAR: Segment Anything Reasoner IJCV (2020) 5

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:35.040307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:35.040307Z digest=sha256:00885e0e7b6f8097dcd402279315cab2f3ef6d32170ed65dc7a7faf57ffe59c3

Observation 9a004c5a-bcda-466f-a306-ae5e5c946fac · outbound

This paper cites In: CVPR (2024) 1, 2, 3, 4, 12, 13, 21.

StAR: Segment Anything Reasoner In: CVPR (2024) 1, 2, 3, 4, 12, 13, 21

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:35.150898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:35.150898Z digest=sha256:e36e6bee33fb23908850a17c959622af4808ed137485527759c20a1a61fca65e

Observation eb158392-31cf-4198-ad5f-48bbeb611599 · outbound

This paper cites Tulu 3: Pushing Frontiers in Open Language Model Post-Training.

StAR: Segment Anything Reasoner Tulu 3: Pushing Frontiers in Open Language Model Post-Training

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:35.270990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:35.270990Z digest=sha256:d1c250329851f8339adee48418928d10f33a38887a7ebb0c3e401c852a5eca11

Observation 1c4e1d56-2da5-4f58-8b5a-58a3363e7ebd · outbound

This paper cites In: CVPR (2025) 8.

StAR: Segment Anything Reasoner In: CVPR (2025) 8

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:35.389117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:35.389117Z digest=sha256:6564ae524c814a71a493db27173b9089ad64ac348c8cb3ef31cedf31bd620534

Observation 8efbd754-e4cc-470e-b255-83cf76b11c64 · outbound

This paper cites In: CVPR (2023) 7, 12.

StAR: Segment Anything Reasoner In: CVPR (2023) 7, 12

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:35.473335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:35.473335Z digest=sha256:5c320681ef0bc5c00051488c86a8f1e3d678040265c57c655baed852da84720d

Observation 5b967d61-cca2-4179-a1a4-9052e5d31ceb · outbound

This paper cites an unresolved cited work.

StAR: Segment Anything Reasoner Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:35.550987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:35.550987Z digest=sha256:f6ac90fb3ca0eb2b1e8562c0b4fe575c36e8373087f95670cca00ec7c47dfa60

Observation bc448f5f-2212-46b4-8dc1-65a0c28b6b10 · outbound

This paper cites In: NeurIPS (2023) 2.

StAR: Segment Anything Reasoner In: NeurIPS (2023) 2

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:35.627654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:35.627654Z digest=sha256:1613728432dc78d914b840a50912c35068ca4764bedbd9992b8bcc7e7918026a

Observation e1df36c9-bd47-4400-9829-13618a28de07 · outbound

This paper cites Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement.

StAR: Segment Anything Reasoner Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:35.730237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:35.730237Z digest=sha256:6a2d92ebece3fc8009307b98499c1c78b07f17eed9f49ecb96ab262a40f9427c

Observation 9662e939-372a-4a78-b75b-c95e5b119401 · outbound

This paper cites In: ICLR (2026) 2, 5, 7, 8, 9, 12, 13, 21, 22, 23.

StAR: Segment Anything Reasoner In: ICLR (2026) 2, 5, 7, 8, 9, 12, 13, 21, 22, 23

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:35.833647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:35.833647Z digest=sha256:ea3e21e5199cb20b24e487d78e77b78adefe5403e48cf23ebca02495cc4564e4

Observation b1ba6491-ed08-4b54-8607-962cbbe54690 · outbound

This paper cites In: ACL (2025) 2, 12, 22.

StAR: Segment Anything Reasoner In: ACL (2025) 2, 12, 22

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:35.914167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:35.914167Z digest=sha256:a7cc3db568af35dd72af5fb30b29dad6eb192674cf8ee70c894bcbde496c08c4

Observation e7b2116f-f0d6-4434-a4e4-e0b00959d4ad · outbound

This paper cites In: ICLR (2026) 2, 12, 21 36 S.

StAR: Segment Anything Reasoner In: ICLR (2026) 2, 12, 21 36 S

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:35.995752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:35.995752Z digest=sha256:7fcbb5eef9cac5094a5981ae61fb19128be8303003e1009acf4de097aa4de8cb

Observation 14865ef5-cb69-49de-aaa0-e0801afdf38b · outbound

This paper cites In: NeurIPS (2023) 22.

StAR: Segment Anything Reasoner In: NeurIPS (2023) 22

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:36.079968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:36.079968Z digest=sha256:da71afe995750746654d4c0aa5e8e9e526555c0c76555ad6f2b63537b6aa6bb6

Observation aefbdf86-9c2f-49f2-9a51-9ac2782f4c22 · outbound

This paper cites In: EMNLP (2025) 8.

StAR: Segment Anything Reasoner In: EMNLP (2025) 8

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:36.129782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:36.129782Z digest=sha256:37211ce0fa419a8a704ee02b0ad75d3bb9e3691fd61774285891b0b4f9958ac9

Observation 69609004-3fd0-4b4e-851f-88d2584e0433 · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recognition Conference.

StAR: Segment Anything Reasoner In: Proceedings of the Computer Vision and Pattern Recognition Conference

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:36.205817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:36.205817Z digest=sha256:7fd5ed4180901e9cd0b5620543fbca17c154ab52993e6964de0b7736aa1a82cd

Observation bbe7c936-d75d-4676-bfe0-db0f3955b06f · outbound

This paper cites In: NeurIPS (2024) 22.

StAR: Segment Anything Reasoner In: NeurIPS (2024) 22

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:36.288935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:36.288935Z digest=sha256:5a8d9d9c57da339fabc286913026357cdc827fd99578ace3e3b8fa14c677fe75

Observation 59c432ca-417c-44c6-accd-b737ccaedf78 · outbound

This paper cites In: ICML (2021) 21.

StAR: Segment Anything Reasoner In: ICML (2021) 21

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:36.341998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:36.341998Z digest=sha256:2e868f9efcb7b4bf97675e2ec2e978898f28ad130b7d3888c6e73703d83501ef

Observation 88cf2faa-967e-493a-850b-7f4af2bc82c4 · outbound

This paper cites In: ICLR (2025) 2, 5, 11.

StAR: Segment Anything Reasoner In: ICLR (2025) 2, 5, 11

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:36.432898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:36.432898Z digest=sha256:1e81ef9a726d138ec055f72d44457a5082889d5a11f2d8b9edc426040e96f76d

Observation 888d5114-2cbd-424c-8d18-42fa9ffa35f6 · outbound

This paper cites In: NeurIPS (2025) 10.

StAR: Segment Anything Reasoner In: NeurIPS (2025) 10

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:36.502747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:36.502747Z digest=sha256:01caff68656049119d3837780272cb8d9359e9a7aeb91625145608c8cc151428

Observation 8e81f86f-e29f-4dd3-b4be-5a3de6aef69e · outbound

This paper cites In: CVPR (2024) 2, 4, 12, 23.

StAR: Segment Anything Reasoner In: CVPR (2024) 2, 4, 12, 23

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:36.577994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:36.577994Z digest=sha256:6a8cb0f611c58fcc3a05e15e144d252ca9e83d6a74893bb6122e05f52dfaf0d6

Observation 20076062-ede0-4370-954f-15e7707ca4a9 · outbound

This paper cites Proximal Policy Optimization Algorithms.

StAR: Segment Anything Reasoner Proximal Policy Optimization Algorithms

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:36.632867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:36.632867Z digest=sha256:3cfdae4c672f25e25486d33172a27fe8c01e351101b1eab3ee2932011c8b03c8

Observation 1ffadc1d-8272-4dea-a44f-435ed7356f1a · outbound

This paper cites In: ICML (2025) 15.

StAR: Segment Anything Reasoner In: ICML (2025) 15

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:36.720382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:36.720382Z digest=sha256:cc0d9cd436059f7ebc2bb44592851e030b66f582edd455a07b9d9956e825d2cb

Observation 86c97c51-437e-4b59-9537-af41c7079429 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

StAR: Segment Anything Reasoner DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:36.804379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:36.804379Z digest=sha256:1d30b8f30a183fffe0a698227ec2afe5a9b736bfe2b4b8bf319f68b282168d56

Observation 2c38be08-b738-4fa9-aadf-4178573a994a · outbound

This paper cites HybridFlow: A Flexible and Efficient RLHF Framework.

StAR: Segment Anything Reasoner HybridFlow: A Flexible and Efficient RLHF Framework

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:36.885155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:36.885155Z digest=sha256:0b2bfc6edc7bd63495ce8f9a4f55d0cac636d35409499b6ea179db6aae64e896

Observation 8369cb1a-9b1d-4611-94d2-da5c66a1d65b · outbound

This paper cites OpenAI GPT-5 System Card.

StAR: Segment Anything Reasoner OpenAI GPT-5 System Card

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:36.962610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:36.962610Z digest=sha256:5828492688e363f431be60b166891177c2052527bfe1aa34cf762b6ef7c48dcc

Observation a2d990fa-408a-4530-a129-4fbed95142d5 · outbound

This paper cites In: ICLR (2025) 2, 15, 22.

StAR: Segment Anything Reasoner In: ICLR (2025) 2, 15, 22

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:37.061823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:37.061823Z digest=sha256:2e079f7636cdaedb43938594e8663ecc82df343bf953f0ad8d61a22e612c4ab1

Observation 242eba4c-2a30-4afe-9752-7790f34af354 · outbound

This paper cites In: ICLR (2026) 11, 22.

StAR: Segment Anything Reasoner In: ICLR (2026) 11, 22

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:37.114053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:37.114053Z digest=sha256:19e56df9c56b1df5e8bf64db4524e91cfd133234c19ae2289d3d8316e35134e6

Observation afd6f413-7e2c-469f-be4e-88e67203393b · outbound

This paper cites In: NAACL (2025) 8.

StAR: Segment Anything Reasoner In: NAACL (2025) 8

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:37.165959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:37.165959Z digest=sha256:bdbfe4d4604719ca7f93a97ec08ec4a7e3bc620346653f04e49456b89296a67b

Observation 7f0e8d61-0a4e-40da-9057-a3ad36a5e6ae · outbound

This paper cites In: ICLR (2026) 22.

StAR: Segment Anything Reasoner In: ICLR (2026) 22

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:37.260184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:37.260184Z digest=sha256:9e3bc2a6af7b8cb75d1415e17b59b55f64c8a330c6d17304baa0bee29e6f42a6

Observation 15f9da9f-2cae-4ee6-ba4f-49a98d009c88 · outbound

This paper cites In: NeurIPS (2025) 8 StAR: Segment Anything Reasoner 37.

StAR: Segment Anything Reasoner In: NeurIPS (2025) 8 StAR: Segment Anything Reasoner 37

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:37.339105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:37.339105Z digest=sha256:e3bbce0497ed3b7131c82fcc5b7fa462ee647ff02adf2db05b57b1fac0aea750

Observation fca47a0e-2798-4ce4-9d63-cdee5b04d72a · outbound

This paper cites In: ACL (2023) 18.

StAR: Segment Anything Reasoner In: ACL (2023) 18

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:37.416002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:37.416002Z digest=sha256:c32c1e225015df63b11d2a21ec78dc1446a818abf45854d71a4278d4169083e9

Observation 8a16c525-ea74-4bb9-a732-b3b61216062c · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

StAR: Segment Anything Reasoner Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:37.468811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:37.468811Z digest=sha256:1de30ccbf325854d599e2907c59453a297d4b39638ea18be731a8813f503f4cd

Observation 6ef7936e-fdcf-45ff-aa0c-32b17fd8b7ef · outbound

This paper cites In: ICLR (2026) 8.

StAR: Segment Anything Reasoner In: ICLR (2026) 8

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:37.545450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:37.545450Z digest=sha256:05860f5663e8875536e859894dc5c6e865f411c9c48de2d42e1a8b542af4b2fb

Observation 243a11d9-8f34-476b-8487-bb094004fe1d · outbound

This paper cites In: NeurIPS (2025) 15.

StAR: Segment Anything Reasoner In: NeurIPS (2025) 15

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:37.628416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:37.628416Z digest=sha256:14c8c1b4d78ceadc1f7397254000fd908d537f860ffbcfc6280c35b791f99827

Observation c07562c9-934f-4205-b88e-ec4a35193af5 · outbound

This paper cites In: ICLR (2025) 2, 12, 21, 24.

StAR: Segment Anything Reasoner In: ICLR (2025) 2, 12, 21, 24

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:37.699445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:37.699445Z digest=sha256:0699d538682ea71a255e81f8ab818ded3d958c42f211dc408e18e31bf069c143

Observation f77113b2-1d33-46a1-8e58-10ac6f85cec7 · outbound

This paper cites In: ICLR (2023) 2, 11, 22.

StAR: Segment Anything Reasoner In: ICLR (2023) 2, 11, 22

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:37.720316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:37.720316Z digest=sha256:9ec77cec00ef7dca828bd1117756eb6a773124a9208abe32737441382a0e7521

Observation a65e703b-086c-46db-8ded-306bd8114fa5 · outbound

This paper cites In: NeurIPS (2022) 6, 22.

StAR: Segment Anything Reasoner In: NeurIPS (2022) 6, 22

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:37.723861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:37.723861Z digest=sha256:47f1182e20209fc10546627e564dfdbd8289c982cc5447df943d7866028ed02d

Observation cfe006e4-d84f-41cd-b5f8-2dd4ccfbb682 · outbound

This paper cites In: ICCV (2025) 8.

StAR: Segment Anything Reasoner In: ICCV (2025) 8

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:37.727362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:37.727362Z digest=sha256:e9f301335127c6b5f08e5453b600c74766c3865fa4fc8f00202d1ebbb52e5828

Observation aff9241f-febe-4734-8158-f889204a2821 · outbound

This paper cites Not All Rollouts are Useful: Down-Sampling Rollouts in LLM Reinforcement Learning.

StAR: Segment Anything Reasoner Not All Rollouts are Useful: Down-Sampling Rollouts in LLM Reinforcement Learning

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:37.833521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:37.833521Z digest=sha256:18368270913fb1db17f7e4e0fca3c1b0ba4681baabb892d159d033d51f1ab3db

Observation 8bb10e51-4b5e-4eef-97f4-8d2ad4a28207 · outbound

This paper cites In: NeurIPS (2025) 11, 22.

StAR: Segment Anything Reasoner In: NeurIPS (2025) 11, 22

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:37.913015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:37.913015Z digest=sha256:3ff18fdac1abd0cb7523faf33acc6de82685b01a362f0a8b20afca7c7271668f

Observation 09cc0b98-6fe9-4af3-849a-c95f70d962c9 · outbound

This paper cites LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model.

StAR: Segment Anything Reasoner LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:38.024845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:38.024845Z digest=sha256:24420ae318592b3f4870d57e509bcdc376cbdb231e2f9daad75fd438a8d6299e

Observation ec292c3b-0b30-430b-b76e-cde57e465867 · outbound

This paper cites In: CVPR (2026) 21.

StAR: Segment Anything Reasoner In: CVPR (2026) 21

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:38.138600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:38.138600Z digest=sha256:941d6bb405fae1c1360748bac7a8e6d223db9e191f64075eac1d1ebb4be9f803

Observation 803ed0fb-4eda-4a2d-9fc1-664509e172e8 · outbound

This paper cites In: ECCV (2016) 7, 12, 24.

StAR: Segment Anything Reasoner In: ECCV (2016) 7, 12, 24

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:38.246533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:38.246533Z digest=sha256:e49e4be27bc592d874eb2a8fcb59aa786c2c5d1c49baa75f884e670e32f4f389

Observation d2068379-5a26-4588-9535-199421265c4c · outbound

This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.

StAR: Segment Anything Reasoner DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:38.304658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:38.304658Z digest=sha256:355323c642c891816d7b7dc063f5beca35965cbb8da722e776a6c220c26ec3c2

Observation d6a4caaa-a609-457c-aace-b80beb1d05b6 · outbound

This paper cites In: CVPR (2025) 8.

StAR: Segment Anything Reasoner In: CVPR (2025) 8

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:38.371459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:38.371459Z digest=sha256:5d8b68d99c5f97928e13a85ade1e82335879ad98973d617e05729f6f32eee4a8

Observation ba272a69-33a7-4ec9-9b62-ab1c98ef40ed · outbound

This paper cites In: ICLR (2023) 18.

StAR: Segment Anything Reasoner In: ICLR (2023) 18

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:38.499071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:38.499071Z digest=sha256:d2d15d30b900aa337f7b4a5ee89699d81e076013c38fe3782dbf83a72b373661

Observation f952412d-0411-447b-b96e-a1ea2cb5b0f2 · outbound

This paper cites In: CVPR (2025) 2, 21.

StAR: Segment Anything Reasoner In: CVPR (2025) 2, 21

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:38.635346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:38.635346Z digest=sha256:9583cfa1c41dc91c8605a7c6c92262999f667c91e91ca985342b1bd0e923ae5c

Observation 95437100-45b7-4528-be54-ea1e5d464a00 · outbound

This paper cites In: NeurIPS (2025) 26.

StAR: Segment Anything Reasoner In: NeurIPS (2025) 26

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:38.703543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:38.703543Z digest=sha256:a16143c909ebd863f81409112b420dfa24193cb3d0ea0c909e89c699f4f521aa

Pith citing papers

Observation 96de51cb-ea37-4d3b-a10f-4d523a413cb6 · inbound

Vision Harnessing Agent for Open Ad-hoc Segmentation cites this paper.

Vision Harnessing Agent for Open Ad-hoc Segmentation StAR: Segment Anything Reasoner

Reference 87

Resolution
verified exact
arxiv_id, observed 2026-07-28T02:22:28.985249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-20T05:52:40.429412Z digest=sha256:e0fc7967d1e1e743bbea80dc003f4a54d4eebc95831f1cf71662eff6a7f634e8

Observation 12f21d80-e584-47a4-8a94-dee88d620ded · inbound

B-GRTO: Bootstrapped Group Relative Tool Optimization for Referring Segmentation cites this paper.

B-GRTO: Bootstrapped Group Relative Tool Optimization for Referring Segmentation StAR: Segment Anything Reasoner

Reference 66

Resolution
verified exact
arxiv_id, observed 2026-07-28T02:22:28.985249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-25T04:27:15.911342Z digest=sha256:2e570666d092f89ed23058590e858500af41bea7bc7a4f46d16c71dcc193e1c2

Observation e0366cbb-fb0b-4675-b92e-d0546a7a981e · inbound

B-GRTO: Bootstrapped Group Relative Tool Optimization for Referring Segmentation cites this paper.

B-GRTO: Bootstrapped Group Relative Tool Optimization for Referring Segmentation StAR: Segment Anything Reasoner

Reference 66

Resolution
verified exact
arxiv_id, observed 2026-07-28T02:22:28.985249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-30T16:00:40.812912Z digest=sha256:44a2424227efdb98b17b66c79816dea9e7898827f7e86d0e130e0f5a60152684