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Paper Citation Record · LEDGER

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

As of 19 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 2026-08-19T06:32:44.657259+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:f4f95dc207721b0ee05b66dcb203e9b18b51b07f7aa6af7584850be0f6d21a85

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=sha256:66391278f887d13453ce7d1cbd4a5d4e6ae713ca7ba478248a3c45474f91ef1d

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:a7b1a56d65cbc38f8768fb7a6f4c19de5af736b63ac41918294cfa5fbf901950

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:c1d4c6398a32b32d9e9186a86c84687fb6c648192ee691dcca632a0c98bd4f73

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:a59d2ae6360bbf56f75528c750fbc609229a1c02b0deb211110b9c9cbc7dfa3d

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=sha256:3bd25d32bba73363c790ea20a500da66117da66ad277072f520ded75ec7ae946

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=sha256:794120abfc6cc6f92164ba28af408212b2a0840d07e45b80e592d832159e0ac9

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:daff81771eda94ec503ee6f84cd65025dbcdd1eb95819731ebce86eedcabac1c

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:e51bcb2b787f7fef2cc1fb614266dbb5316cb232dae66dab4f16af0390d5d148

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=sha256:4aa09e68044f39dce6748382a570b60f0c789ee66c440b7e8163de55a8af8948

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=sha256:9b51be5e6519ec0ed7fbb15af6a7e747f00dbcaaba898f22dc222f5a91f8fb28

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=sha256:6aff70705f8a69d5e5e2fc9b56974d0442303784737e28d96f129d55b5b31435

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=sha256:56736c9a69aa1fd462dc28d940e5849aefa0f9dcf5caeadcb0c02c436f1a2ef5

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=sha256:4a8bac21f88d7988a2536841bb9b147c6f2f58403c663b3b822446923165681a

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:d1abcefe0d203a990492917a815810380870bac18f84109a50b0704cf2787633

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=sha256:1d7cbb0e6023e294ff14b00233cb5f401e8c166f4fb01a0832d7fdaf0aec9685

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=sha256:92ec0b95c5ead69994b59eed3422f8d29678a59dff1f8c03165446c09ca99127

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:ddcd65af1dffc03c291252e66c695244f8e8e2555d6887081dd4970fc43e895d

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:b64d3201efb7278e355da470b11c03089a90f771e86fd60ef436db7dcf3e68f7

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=sha256:00944ce4b4541eecc6ab26009229db8b4c30add21ded7f541ec40b54f092a5d1

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=sha256:288db043d935b9b9d4803c5c8206e81b763f98f6a2ea94be97530b18b00b0681

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:d90dd068a5a49aeb0ad81c0ecdf3f83a9c8b04a228bcda76a9606acbfa87d74e

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=sha256:97d4df96dc59e9981da0cbfbab3fd43ec80e81c0d3b137b80687f1f15ebac91d

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=sha256:52fe713c1bc13ded743a56c19a5c6ebbcf116b93b64f71fcb37c955efd6aaea4

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:dce42a893a0c9a800bf54890b9a517b754e3fe15f6dea2340205508e1feda8e6

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=sha256:1d172abb31701bbabbd6429e3e21490650ab8c05e3d71700d6b5c3e7810dde6f

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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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=sha256:1feb544c933bab3ffdbec73b9377686144068192c0b814241414eb9d172a4bb1

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=sha256:37cd31199d95eba4454d1e664756a040cc3fb745b231e36803475a4bbe1ad504

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=sha256:1aeeb19746beb569b6b925b6061b612732eb1fef38dabc652465f3a3de6f7abf

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=sha256:734002f9cf163223973cf215b2885756e9e47137cdd2770fc9b0313a2e7f34dd

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=sha256:264579aa24a8655a7cab00e14c449f0d4a425940448710145b6f08f2ff2793e0

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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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=sha256:1f41890043d668179b8f105ef7c0a44f95df04f85743e6d143812a30217853dc

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=sha256:295d23e0e1a802954d1c8a7807c58fa7240cc30c5e04ac0e27f4ef60a398498b

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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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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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=sha256:2f33dad46d32b087a7ce6ed8adfd6387f98eea95d1ba3c84b6f4d0989cbbe793

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=sha256:562d8c53ef7f7c0144ae70c42990f3d0f44666fc58d7dd6e4587ced1b08766b5

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:c1d14a825ced779c90386780bf3ac090402f833668cd7968fe4aef61a2a3f30f

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:bc8df4d28b4cdf8fbb744fe37863efac7b5b4bc77f4f60c3776ff0e03f88224f

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:fb5def56a54e106a400389a3a67e17a2016f20c9de9b05ee627c95fe1c7809ba

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=sha256:55de0a6151a4dcdf0c9aaa06b8ddde5657af578f3c7eae9d1a2379dec909af97

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=sha256:9a6545675e5c5b1966b259b2dd2a45487ce6ed52f554216f3d62e56f84e56866

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:ecd70c9fafc5a811f73e9c382d13552ea35327b2edd1b080f0f2eb994d4ec8c7

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=sha256:5e66416baf27f5d73d6e87d5bbfec89ee9dfd5e6164f7dc58b9dbbe52f339417

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=sha256:1f0de83487ef0b90cb43e6b287f4275b5bb35e52e278882a15c569369c452976

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:f92fab8478e01fcb09647f06c2bd875a0180ca2b1d80eee038ca2a64a5e14d8f

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:f0485b716b511b6cf6f434eb5be6722d13051955cb3d44b90ca8662ee914fcd8

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=sha256:64eb5330e2d0103b8eab926fae32a0fac008f975e21e002c920c0f9400b27b70

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=sha256:6e4f1b2c6d5494e01f7e4ca6d19613ac1f41883bf1b35962508a36e7537c9973

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=sha256:76353381324fbd18b5186920b16e64f25a7b9bec1acaca67fe14ef685ef1d0a7

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:c5ab2a0dc5f305504334faa09338edc6bafd808cd07faf4658ef2a4f7f9eb045

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:f15bb839eaaf28beb99d32c4dc348a286c0141f41206526df08c29f3551e7574

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:fe959b6c46ea1036021f238b3e9bb89089e9b53e3e9a3c5ce71c8135c8540ba7

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=sha256:9c220d48073586188c54720b23a1c4b2fc9e368994b40adac92626dc7556ec50

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=sha256:40217efea9cbb4f3925475dfedee57b350f005a90491d2f5d1c996cb26461d7c

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=sha256:94d94992251e5081047b6362905ac6061db0fe03fe212c1d1477a5f1081f04c8

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=sha256:96a7deeca04512864210d68055ce75fab56c5a660d1f2c806e54d16c4944a831

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=sha256:723e0bd380d6f7e080933aaeec8b247a8442a01ebd480fdab0252e1441955ac1

Pith citing papers

No inbound Pith citation observations are available.