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Paper Citation Record · LEDGER

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation

As of 9 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 0 inbound Pith citation observations for arXiv:2607.04779.

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

pith.paper-citation-record.v1
2607.04779 v1

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T13:38:03.546834Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

60 of 60 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b65e67ab-22b8-458c-b8db-453f3d17fe58 · outbound

This paper cites Qwen Technical Report.

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation Qwen Technical Report

Reference 1

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:681bf85b992a46eb27dac6239d550417fe8fd2fd7f4adaacf49c00651588e37b

Observation fbb35536-3727-43dd-a89e-ece39369c66e · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 2

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:7d858b0819ef3ddcc16a18a1f796dc2ee6a47d2234da68db5633ecc9ca6dfb1c

Observation 26a8abb8-2b35-46df-8c02-1d15533f405a · outbound

This paper cites Qwen2.5-VL Technical Report.

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation Qwen2.5-VL Technical Report

Reference 3

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:70f3e1620899d7717e8283c4fbae3ce9a77d6a761fe049df750659d9486c97a1

Observation 8696858d-adce-45ac-84a1-689583142548 · outbound

This paper cites In: ECCV (2024).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: ECCV (2024)

Reference 4

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:61d09ecc13a08dad0e3392f3fad19d9401fd2e8ca341d278792b2404cfc9f169

Observation 68957bd8-d34a-48af-88e1-b63d0a9c248b · outbound

This paper cites SAM 3: Segment Anything with Concepts.

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation SAM 3: Segment Anything with Concepts

Reference 5

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:1c2db85b5bd1db998c99c4b317a914927bc5733708ad88a8c1778ca0e4c53b04

Observation 8dc79812-3f4c-433b-a317-c7891cadf441 · outbound

This paper cites In: ECCV (2020).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: ECCV (2020)

Reference 6

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:b7ec945ab8564408fdfa58b149ded01c99bb0d0878d5b191dcc40daba06048ca

Observation ea6526d4-faf5-4020-92b8-7d1c313c0df6 · outbound

This paper cites In: CVPR (2024).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: CVPR (2024)

Reference 7

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:b4ed05e68d440152b1637e13de5ab014411f14ffe697f9061394c32688c75dc4

Observation f80e4f78-5dde-4c81-818b-ba458a548e4e · outbound

This paper cites In: ECCV (2024).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: ECCV (2024)

Reference 8

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:e487849e46d39fea29256015dd732fcdb346e2920f9059ff0c85b30676f76df9

Observation 11b24b2b-1fd4-46b0-8b5b-2271f89ab639 · outbound

This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 9

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:dea698d31e8dfd6e02bdac246e0cf53c9322e46740f0d910d2c83fa72b48f191

Observation fd2fb6f2-e7f2-4179-b47a-2e668ef2c3b0 · outbound

This paper cites In: CVPR (2024).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: CVPR (2024)

Reference 10

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:78c0bf6ffe8d58d8ac2c8e33808f6959100cb3fd25d878c5ff42c7c14037c9a4

Observation 1684f9d7-4d80-4df2-bb28-d35f07e71bef · outbound

This paper cites In: NeurIPS (2017).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: NeurIPS (2017)

Reference 11

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:6aa5a9d0044ed2972b4aa9cd93bbc6d2ed1b00d5a329a2b3b8999819cc1dc47c

Observation 2f5415ff-1fe6-4aa4-ada7-89fda07823a3 · outbound

This paper cites In: ICRA (2024).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: ICRA (2024)

Reference 12

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:14e4aae1950f4f1071d83dc7492d1d51af8d15e634d23ac9f758a4846943f010

Observation 19fd0697-cfa5-4045-8907-d4981d676219 · outbound

This paper cites In: NeurIPS (2023).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: NeurIPS (2023)

Reference 13

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:435c518bbdf8402e832da2ef20d8f0ceadbfcc001bb4470b25fc74d3e52284e7

Observation 9634c91e-1f9d-4262-9983-4ef7db90e0b9 · outbound

This paper cites In: CVPR (2009).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: CVPR (2009)

Reference 14

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:f283eb3a2c314fdd571570eb8bffda5c2dfb5556867684887f543dd22d3f788a

Observation 18b473bb-865d-405a-810c-3efaa458e870 · outbound

This paper cites In: ICLR (2026).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: ICLR (2026)

Reference 15

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:a4d88ba2f4f506612eafc77538f5655c9bb4d259f4e6e81c69fdce14170c9885

Observation 2cf3afd6-2f41-45bc-ab07-5a06ad58ab95 · outbound

This paper cites In: ICLR (2025).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: ICLR (2025)

Reference 16

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:c65d7317565f5235e18ad2d764be3f7293b5d183fe7ca67f98ff7e48add4930e

Observation 68ab29fa-5e90-472d-bff7-c50a16117d30 · outbound

This paper cites In: ICLR (2025).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: ICLR (2025)

Reference 17

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:28fbe1e559aeb5bd1a838ccd87400db29e074a9f1f50becc97cbdbacfe4b4a68

Observation a700321d-04d1-4370-9f8b-eacff89b22fa · outbound

This paper cites arXiv preprint arXiv:2512.24023 (2025).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation arXiv preprint arXiv:2512.24023 (2025)

Reference 18

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:84993e9ed304f9d8b682c41638700a6ef14079c373e367d5a2615a619d783f57

Observation 359b5aad-eacb-455b-922d-8a57e0b78ee2 · outbound

This paper cites In: ICLR (2022).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: ICLR (2022)

Reference 19

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:5f3a2d47a6524e84ef4f9f6c666f8aba82769aeba717ffdde47b7060e2cbca6d

Observation 5c9150ec-790c-48ba-9f3d-81c4faf67829 · outbound

This paper cites In: CVPR (2024) DGSeg 17.

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: CVPR (2024) DGSeg 17

Reference 20

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:ea307df71c549ec415b65b8f9a9a0bff06b662e7eb0ede08b6f6577d98e415c0

Observation c6f14b04-46be-4b4f-8342-bec666a026d1 · outbound

This paper cites In: NeurIPS (2025).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: NeurIPS (2025)

Reference 21

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:331f40e9cf09d218f71ac861e072b3ac1d8045dacdcfc67d47b79cdba04ac6c7

Observation e0238bce-26d5-46e4-b118-5ba59f36229d · outbound

This paper cites In: ICML (2021).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: ICML (2021)

Reference 22

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:01fccbee3a32451ed0695b0283055fc98f8e07a83a4e822e1d3e4f1bbeb79728

Observation 0929b97c-37fd-4de2-acb2-68c900743eb7 · outbound

This paper cites In: CVPR (2025).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: CVPR (2025)

Reference 23

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:20a5a83a61fb2bfe652887273a23d31c44681defa210ad93e59fbe8ac99e9528

Observation 169183c2-7ff1-4f16-aaa4-53c4c42a3f9c · outbound

This paper cites In: EMNLP (2014).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: EMNLP (2014)

Reference 24

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:3673434db207ceb672a1e6f796ba00d93ace7467f70dd6f9bde9f32a6dc5a3a0

Observation 9e0f6f80-7b35-49ce-b233-9b9048b2caf5 · outbound

This paper cites In: ICCV (2023).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: ICCV (2023)

Reference 25

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:9d12ee4221577bc2aa61766c69d7f17bcf9bfb02dddd22fbef522fbf4a4eb334

Observation e0a3f0f3-edb4-43ce-9f4d-cb0afbd07d11 · outbound

This paper cites In: CVPR (2024).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: CVPR (2024)

Reference 26

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:8e4084b2f44a6dbaad8264dd3a116efbe9add7051fc4f6ea18e62dfef2caadae

Observation ea67544f-b586-46ca-aff1-12ca62cd5af2 · outbound

This paper cites In: NeurIPS (2021).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: NeurIPS (2021)

Reference 27

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:d35c1df847377b55b8a5a23131e00d7955a88dc99d9fe2e79723d7353f8bc147

Observation de27dbf5-0cc8-436a-8c1c-529933c83c5f · outbound

This paper cites In: CVPR (2023).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: CVPR (2023)

Reference 28

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:2a8d1af0bbd2bef3e8f43130389cd0c2d7abf9c754024d0ddf25c46fece4490f

Observation 7af26b6c-791c-46d6-b848-b10f4e89b2fd · outbound

This paper cites In: ICLR (2025).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: ICLR (2025)

Reference 29

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:c20962211de2380e63bcd51335e2204a8aa016b4697dde00ab030df3f1a6df79

Observation 2ac441b7-f1d1-4c17-8a0e-d158efc3f75f · outbound

This paper cites In: CVPR (2023).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: CVPR (2023)

Reference 30

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:6c3a3c805e68d16b9f83829777c7d727d982e5e98cdf0c149b534b74e2f71f2b

Observation 600985a0-6631-4eb1-9625-f702072937a3 · outbound

This paper cites In: NeurIPS (2023).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: NeurIPS (2023)

Reference 31

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:fd4b28db982a968ab064108c6462d62597c07b006fe12e91697c7ca203f6d1d2

Observation 07b29c97-13c0-4520-9dd6-804a27fba2c1 · outbound

This paper cites arXiv preprint arXiv:2510.16785 (2025).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation arXiv preprint arXiv:2510.16785 (2025)

Reference 32

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:cf276903380cf2667ee948f77de46b881e2553a399e9ed6fafa5af6249090359

Observation cc8fad67-2a2a-41f1-9736-cec21c77931b · outbound

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

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement

Reference 33

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:415060cd2f501cc7c252bd21699d6745142ea4912ea420e6201aac12ead867db

Observation bf226f1f-1854-4fc1-99e5-9151c9058522 · outbound

This paper cites arXiv preprint arXiv:2505.12081 (2025).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation arXiv preprint arXiv:2505.12081 (2025)

Reference 34

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:6e91f93019444dc646fb95ef26625d7541031bf9917b9b42856fff3487a52ae4

Observation deb1a0aa-a2d2-4b90-80f6-f4897bee7f7e · outbound

This paper cites In: ACL (2025).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: ACL (2025)

Reference 35

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:447a39baf97d17a13a88dfe353a507da8846e5a98a5e72a21ffa2f2924626f03

Observation cfeb0974-da00-4295-ac9e-b55657c7745d · outbound

This paper cites arXiv preprint arXiv:2510.11173 (2025).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation arXiv preprint arXiv:2510.11173 (2025)

Reference 36

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:9fbf1cda1ead257393aa39d01c0d7169df75fd335b18a89746555f6d9e7c7676

Observation 05d293fe-215e-4d7c-88cd-8b0ae6a563b0 · outbound

This paper cites MIT press (2010).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation MIT press (2010)

Reference 37

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:8403019aa89929e89380839e74066410499c396c150e1bdbde9555c777c60f73

Observation 2f232236-e0f5-4568-b71c-ae7f16487ed0 · outbound

This paper cites In: CVPR (2025).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: CVPR (2025)

Reference 38

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:6fe97519a90e564648db9d6b08f1032dd9065778f06d0a873de1dedfb124a594

Observation ddde2fd0-d847-4674-9680-454fc69ec3ba · outbound

This paper cites In: ICML (2021).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: ICML (2021)

Reference 39

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:dd917bc26afd8206fb98a696580b0703433bbed48b2a83e5773f60605fe3bd20

Observation 2bc583de-d5e4-4446-97c5-433bc09b7888 · outbound

This paper cites In: ICLR (2025) 18 Zeng et al.

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: ICLR (2025) 18 Zeng et al

Reference 40

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:50b62059a07dd09d1c6faa0d289251f8a9962300bb895027c50cddc183541737

Observation 63f87fa6-b01c-4f73-86de-27e2487fa610 · outbound

This paper cites Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks.

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks

Reference 41

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:561a3bb6d1e98ae9754e77b232140fcc0ac03e96eecf434e63b13a4f4fd3f0af

Observation 745b26c1-924c-46f1-87b8-a56492d676d0 · outbound

This paper cites In: CVPR (2024).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: CVPR (2024)

Reference 42

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:435a815c009918184645e07c70d50e8201538f29e93eda454b34da1df4c088bf

Observation 5bcb3222-feab-4d66-afcf-2d3dc8e4713c · outbound

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

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 43

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:cb38fc70fa2115e0b9785e7dc5d9e5432e0d91eee1bdeaebafef6d3aa24c9ad9

Observation b5da47c9-260f-41ab-9dba-72e58d18e44a · outbound

This paper cites Reasoning Segmentation for Images and Videos: A Survey.

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation Reasoning Segmentation for Images and Videos: A Survey

Reference 44

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:9fe6c78df42890e93649771f079873b33fc65129706f16f69742a878ce8aa82f

Observation 5fad8ce3-34d6-4a82-bd49-52bb2500c942 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation LLaMA: Open and Efficient Foundation Language Models

Reference 45

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:6ef11550a3d8223a3df9b82d89782e9ff1a50b1fc08854c6f60572d3add3f7f6

Observation fcb9ca1c-a2c8-4058-995d-c747464cdf79 · outbound

This paper cites In: CVPR (2024).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: CVPR (2024)

Reference 46

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:255c4934865b8173d73271af4bf8501ce7ec58c62c4afff619cbbcbb6228b57c

Observation 272ac889-1635-4ae3-b9d6-1cd1ed70d10d · outbound

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

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 47

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:76016da75a54b2d95bc4298372fc82e6334f78298eec5a62b4e7d7cb8830f6c1

Observation 93f3c467-b83d-4ba6-b091-288392f93fe6 · outbound

This paper cites PixelThink: Towards Efficient Chain-of-Pixel Reasoning.

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation PixelThink: Towards Efficient Chain-of-Pixel Reasoning

Reference 48

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:88211cc27d7b8c0039386a641fe4aab92dd58f013fc1ab219eaa4edb4da610c7

Observation 9a6f5519-4a13-4f70-ac86-2036e9a34efb · outbound

This paper cites In: ICASSP (2025).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: ICASSP (2025)

Reference 49

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:cf5fc62636ba80b8456119d8fcb00da42d3f1f8dade4b10471c966a0c466a150

Observation 05ec0b64-c36c-4695-b64c-6408278513fc · outbound

This paper cites In: NeurIPS (2022).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: NeurIPS (2022)

Reference 50

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:32c52354c7be43804c82ad363751982277b8b63ad2d0807118ee4a120f4490a3

Observation d5bbb319-e9a1-4427-b085-5d056acae47f · outbound

This paper cites In: ECCV (2024).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: ECCV (2024)

Reference 51

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:0ac5e21932c8c6f12c9127e55677c6cdb285558d8e62a1529a40b5cdd0d0414c

Observation 90afaedc-bb97-4778-b516-1f8153267134 · outbound

This paper cites In: CVPR (2022).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: CVPR (2022)

Reference 52

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:f9b33e122f529e2fe13e2bd2193ada9616b65cbd4bc2e5554acac85b5d5c1ae0

Observation bf33d8cf-cdf1-421d-bfa1-8a58c620aab3 · outbound

This paper cites an unresolved cited work.

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation Unresolved cited work

Reference 53

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:11642f0efdd1e5e65538cb2f549220f75d7390f9ee745e045fe191b9720b0f05

Observation fabb9667-b9ff-43d1-96a4-6c21ec988b9b · outbound

This paper cites Seg-R1: Segmentation Can Be Surprisingly Simple with Reinforcement Learning.

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation Seg-R1: Segmentation Can Be Surprisingly Simple with Reinforcement Learning

Reference 54

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:62260762e3a4ccf7deb882ab40c106b072e8235f05e8543f7dbdfcb12dbd92d2

Observation 5ddf095c-1322-4979-8dd2-8cbf1a0ad584 · outbound

This paper cites In: ECCV (2016).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: ECCV (2016)

Reference 55

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:3fb6df126b69c877bdc6f6588af5b8f18db00514991f72d9668e61b14b3f91a9

Observation 24a912d5-ab5e-407a-ab84-f5cf9a5c6e84 · outbound

This paper cites Sa2VA: Marrying SAM2 with LLaVA for Dense Grounded Understanding of Images and Videos.

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation Sa2VA: Marrying SAM2 with LLaVA for Dense Grounded Understanding of Images and Videos

Reference 56

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:442bbaa2a512cb80b20f51e1e38df9df5485947f6e3dede28fb95ed7dcd67f40

Observation 248027ee-f716-41fd-b03e-48e8a77aa580 · outbound

This paper cites In: AAAI (2026).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: AAAI (2026)

Reference 57

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:46ffd971544a2de334304552f0781b6c371e5168bc15d418a8b4df27d7bb4abe

Observation 64162f0a-958c-4178-ad27-668d850da7ae · outbound

This paper cites In: AAAI (2026).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: AAAI (2026)

Reference 58

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:82ad1bf789ad3edb9a7ac9a79370c4d2e2a3c0968a3b59ee31dc59f778228655

Observation bdbd8a9e-6bf5-450f-a2c0-00b1587ffabb · outbound

This paper cites In: CVPR (2025) DGSeg 19.

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: CVPR (2025) DGSeg 19

Reference 59

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:990ed76793faa307f84c137b882e4c10f3004d2669c17405f693edfb2395d8e9

Observation d7592e97-345a-4328-a415-b2dfd92db3c2 · outbound

This paper cites In: NeurIPS (2023).

DGSeg: Dynamic Gating of Semantic-Spatial Guided Predictions for Reasoning Segmentation In: NeurIPS (2023)

Reference 60

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source=pdf_text observed=2026-07-11T13:38:03.546834Z digest=sha256:00cd9aa59de1294cc95995aaffdf2e7f89359785fd033b199a7d545be92d5319

Pith citing papers

No inbound Pith citation observations are available.