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Paper Citation Record · LEDGER

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation

As of 9 August 2026, this Paper Citation Record lists 85 of 85 outbound references and 0 inbound Pith citation observations for arXiv:2507.22465.

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

pith.paper-citation-record.v1
2507.22465 v1

Coverage vector

measured 85 of 85 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T11:47:45.499107Z

measured 85 of 85 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

85 of 85 outbound references displayed

  • verified exact6
  • verified fuzzy18
  • unresolved61
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 98cb5bb9-0f1c-42ad-a8be-f508afd0248f · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T11:47:39.922617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:47:39.922617Z digest=sha256:29f9ac80856f99f71de617a2c0988db1c2eed9b7b5d2401dc3e50af1243922b5

Observation f36acd78-e817-4c94-afd8-6dbb14da765c · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 2

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unresolved
no resolver link, observed 2026-08-06T11:47:39.980383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:47:39.980383Z digest=sha256:df2b91d1efe369a79f727580b91f75c32350877af36c9034b06700fa493ac35a

Observation 82763a3c-bd63-491e-b274-127da67b73da · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 3

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unresolved
no resolver link, observed 2026-08-06T11:47:40.054625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:47:40.054625Z digest=sha256:81b7d1568e26616e851c098d0d26cb31e88900a05a77c25f39554525d814f9bf

Observation ed7a27cf-09f1-40ac-af0b-faa89b3a3b54 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 4

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unresolved
no resolver link, observed 2026-08-06T11:47:40.081136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:47:40.081136Z digest=sha256:158e9145b98243a54d147730da989430f099619a58bc3ba61d5a1d9dba5256b5

Observation 1a8e1252-feb7-467f-af22-0629f1e02983 · outbound

This paper cites Price, Joon-Young Lee, and Alexander G.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Price, Joon-Young Lee, and Alexander G

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T11:47:40.138772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:47:40.138772Z digest=sha256:da0ec4c08f51a6e4d4b42bf94575d0502f58c47cf846fc7acbe9fbc3f96b510e

Observation f6967e11-d7bb-41d2-a121-f59cc0d5b30d · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:50.603720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:40.212737Z digest=sha256:3a96c1df234aa9295e0471dcd66e18c99141fe9a1d7486b91e6114de22855f52

Observation f2486d46-4d9d-4a97-bf77-ce3911587043 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:50.585590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:40.250927Z digest=sha256:4520a2f9782dabadd7e0fc0e514323512214e53e70286fab2e576f7a880871b7

Observation a119e74d-d786-4e8c-b5cd-c94ac66e8684 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:50.566917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:40.278543Z digest=sha256:37ceb8cee808d98aa14458d69714c9cb2f95af2ce9e8f1a57deccd30ebe6329a

Observation 77845625-84e0-4ccd-8117-50ea468fc2c2 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:50.528119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:40.417979Z digest=sha256:63f87028c5db45a4a91b5f9f34aa7e0dc727788004ab175a72ed425efd5d6941

Observation 4163f130-17b3-4a1c-94e1-49920dfed711 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:50.511794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:40.512705Z digest=sha256:403cd4dbec34d7f7611224a15e6e4f169b209424ea50da0d769906cc79d07173

Observation f7299928-6c85-4603-88a8-f275984f216e · outbound

This paper cites Elgammal, Ramani Duraiswami, David Harwood, and Larry S.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Elgammal, Ramani Duraiswami, David Harwood, and Larry S

Reference 11

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:40.570797Z digest=sha256:6a53bc6c46d9560cfaf562d1644a79285deaf05713b21b6bb25ca702e5e89a0d

Observation 532ef3b4-1c8a-4705-b1a3-805ef2f8b9da · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:50.477187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:40.609960Z digest=sha256:398db0175817f78a58a658d935a4c047473f6f33901cfd961141e332a2f31a2c

Observation ab1dd8da-0d86-4e33-807a-322dab9324ab · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:50.460047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:40.666248Z digest=sha256:da13ae4ee9432f2c0e1ce8d85c6134a829fa4315a8ce849475ecc739b8cad57f

Observation bcb4f17a-a64b-4fbb-a990-1f3fc7e43407 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:50.440406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:40.740408Z digest=sha256:8ab29dab071d4b7a866e36e987598dbea5af796062bfeec42a8fe4185b032baa

Observation a87bf6ea-8cd4-46ea-a08d-192dba9f2e23 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:50.422170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:40.823878Z digest=sha256:5bce82cb3ecb1d5a2dfdf196f4ac370198a81034e87a842f4f9ffeea59b7ce47

Observation 94f231f7-db75-4af7-b57a-2db2e6478dee · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:50.381897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:40.955824Z digest=sha256:14d53ffb6168e61b1a82196a13909cb6cc5c3b8e5062ac4a2ba855912ffe8692

Observation f169a024-8753-4090-9283-662c9d46ea73 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:50.363929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:41.023259Z digest=sha256:7404b13fc9734849e122b92b3b26b033c76685d5269c4cadfc79f648e18e9c91

Observation d8528c27-da2e-4397-bda9-539e04b0d2b1 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:50.345201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:41.086010Z digest=sha256:174f16dc735546a5b7531f32b45e03be3057d246b180dddb1e8c857b1c51a80b

Observation 10993fa6-db9b-4018-8fee-e9f155eff8b7 · outbound

This paper cites Zhang, Shaoqing Ren, and Jian Sun.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Zhang, Shaoqing Ren, and Jian Sun

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:47:50.328124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:41.124069Z digest=sha256:92dfc6941bbcc70c6486d75993adee4ebda1a10196a3fba54b8ba38213d5d8ac

Observation 43ead599-29a8-4bf0-ab50-fbc5e1bd2824 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:50.309006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 848c5f30-6c5e-45a6-a89e-08ef48d75177 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:50.291227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:41.275784Z digest=sha256:7b2dc0b2ecc6e921017626e0a832d761f1e65415974ba80cc08093ec57c2b594

Observation 09749a05-eff5-4ca5-9149-8e986ab90144 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation LoRA: Low-Rank Adaptation of Large Language Models

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T11:47:41.315713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:47:41.315713Z digest=sha256:5cd44ecab0e784271356128165964e254d954be387d9d83b6fd0d83e5806c05e

Observation 1543a988-e1ad-43e5-948e-834111f4e025 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:50.273480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:41.363764Z digest=sha256:985e9a9d2b5005ac130f16538ae155ed423650222f36a315fe6ee238b0015b45

Observation 15e31091-c99b-43b6-a6f5-f87d8330cf7d · outbound

This paper cites Lyu, and Irwin King.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Lyu, and Irwin King

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:47:50.232323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:41.486241Z digest=sha256:57f4905d6fd9df18e5d0b7c1b0e1cc70ce662c173b68fd7133f37d760429c31c

Observation ad590a8e-5e91-4331-bd77-4db3189f22b5 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:50.209945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:41.525263Z digest=sha256:0f77869bcd9fbd92edd208b589c8ffa759e17916f6b0afb8ac5785b37f460221

Observation 297d9389-6164-4951-9764-e0b162caeef2 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:50.189672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:41.632234Z digest=sha256:bbacfc51fd88fb65eaccdbf7ae4749f29618a02fbe639c33cfacfd2bb52d4b21

Observation 0327c996-647c-479d-826d-0f5a5256cd3f · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:50.170915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:41.692710Z digest=sha256:8d50e2f8ac0e9fa8fa54c7c4c87d31051fcc0618277e4e9ef35382435c8b3f23

Observation 4567a588-7beb-4f0b-8424-d6f4b409e8fa · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:50.150750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:41.793872Z digest=sha256:e25b36ffc58faf3262901ede7ab49309eb82e369c74fccac3a083f4983cfbf5b

Observation 06075b6e-6867-4339-9790-92c98abae5b7 · outbound

This paper cites Dickinson.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Dickinson

Reference 29

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:41.831156Z digest=sha256:1c07eeaab36284b783ecbc8aa7c90f14699b3addae98ee51031a4b80bc04a0bc

Observation 160ec011-4ecd-40d2-a2a6-087e78e2bfbb · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:50.110235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:41.889656Z digest=sha256:9c509aa66a871fdfe02f5c156b9d44c160edf1b5d283dc65abc1f876dd328fa7

Observation f8aaf43a-40bb-4a9f-b8e2-9c8eeee71864 · outbound

This paper cites OneVOS: Unifying Video Object Segmentation with All-in-One Transformer Framework.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation OneVOS: Unifying Video Object Segmentation with All-in-One Transformer Framework

Reference 31

Resolution
verified exact
local_arxiv, observed 2026-08-06T11:47:46.453259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:41.974001Z digest=sha256:d3e7c8e6c9fb14dea15a7df2098cf5f5dd5e9e270f5ea19d9d61a2658b22287f

Observation 5f80a167-c054-4573-bd5f-e5ec6af516f3 · outbound

This paper cites F2Net: Learning to Focus on the Foreground for Unsupervised Video Object Segmentation.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation F2Net: Learning to Focus on the Foreground for Unsupervised Video Object Segmentation

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-08-06T11:47:46.321583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:42.054379Z digest=sha256:5382373f717506fd1438fa14dc0cb51ea38c7a0934c56a2aa3dd68fc015fbd58

Observation cd1ee322-53f7-4e54-bfbf-0af86c4eab13 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:50.080140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:42.119555Z digest=sha256:0a9d84cccd19096b5f17eee841c70553ce216cdd015e4cdaf35390e04667a6c9

Observation 8b8aacf1-fa69-4248-80d1-9da43d9331a1 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:50.058482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:42.185731Z digest=sha256:f2f0f468f18e129eb386afbc6f7386dbcbda1584d756d1612a7f3b7e660e8b8f

Observation 8e8e1153-ab08-4306-995c-65b5eb205df4 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:50.039441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:42.291709Z digest=sha256:7667c455ae73150800315d955a100d115501b7aa94714882dda5db07ae7605da

Observation 67dcb1ab-8c5c-4ed0-aef4-c9fb936d3985 · outbound

This paper cites Uma Mageswari.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Uma Mageswari

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:47:50.021234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:42.351416Z digest=sha256:f446f36a0d0e8548ba606ce8836027fef0c4fa4160001d6f2e459ee579fc097b

Observation 9cfcff7d-76a9-467a-a003-1449585b33b0 · outbound

This paper cites Making a Case for 3D Convolutions for Object Segmentation in Videos.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Making a Case for 3D Convolutions for Object Segmentation in Videos

Reference 37

Resolution
verified exact
local_arxiv, observed 2026-08-06T11:47:46.174303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:42.437504Z digest=sha256:19510f83321c5afe2d816bd273aefa505b0f19e4e4d24faf2fdb066f3f82e50d

Observation 2652a466-2ac3-4c1f-9c65-d2a24245c407 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:50.003938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:42.520062Z digest=sha256:20e8d9bca15ef58b167017cba3b58db5438933ee766ac6ce777ed995346295e9

Observation 0dba5b53-c56b-4326-a0fd-92d66cab1478 · outbound

This paper cites Xu, and Seon Joo Kim.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Xu, and Seon Joo Kim

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:47:49.986346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:42.563332Z digest=sha256:4b99c2801d4a831d62c64d5a0519f0a66d57030c74b6eccf9bbe7b3b8018ff6f

Observation 4140cbb1-f9f6-4329-a8c2-2c59b31acde6 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:49.968508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:42.666300Z digest=sha256:ad6b1cc034f8e21abf0480efbe7051aa95ad828fca70937245b0c87f69cd4688

Observation 5b70c9ac-4e7d-4402-891f-677e3d18ba12 · outbound

This paper cites Hierarchical Graph Pattern Understanding for Zero-Shot VOS.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Hierarchical Graph Pattern Understanding for Zero-Shot VOS

Reference 41

Resolution
verified exact
local_arxiv, observed 2026-08-06T11:47:46.047142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:42.701252Z digest=sha256:37834827feb6570205ebf54a65aa9153b394e09a13cb9760ecad08d6085c10a7

Observation af2d6cc8-d01a-46cb-a9b4-8aacc8172502 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:49.950742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:42.747491Z digest=sha256:136ea87d64f6b309aae32a0c2607a2f538cb18b55af28c419e335ca8b5f74d1b

Observation 1ecdd3b3-5beb-4b9d-9a85-7c0e39cf7399 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:49.932489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:42.818008Z digest=sha256:2baef76d28c6f0be9f4e20afcbe00fb4b02c85b589a3c72ac50f30ba1738ca72

Observation 412a1fce-5cf1-4ed2-97f7-a092a54488fe · outbound

This paper cites Gross, and Alexander Sorkine-Hornung.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Gross, and Alexander Sorkine-Hornung

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:47:49.915012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:42.874092Z digest=sha256:11c69a4b3215650abea86e08f21edd60df1183decc8535a2a19c01a6084501b8

Observation 3f6c5c82-9d0a-425b-9ba5-5d75130cdb19 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:49.898146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:42.952060Z digest=sha256:33e91cdd0f5fd8dce305db00f4055db2bf6e2ac821db67856275887785b4ff10

Observation 0e2962fb-83fe-48e8-9f6f-0c074e59dc61 · outbound

This paper cites SAM 2: Segment Anything in Images and Videos.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation SAM 2: Segment Anything in Images and Videos

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T11:47:43.006628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:47:43.006628Z digest=sha256:337f0f0b9cf4f2786ce69de848e043689e9828dc7edc9ca3ba31b2a6f99538a4

Observation ee41697e-e1fd-4654-b68e-8ad28bbff1b9 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:49.881687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:43.083484Z digest=sha256:14ae555d1c48b2c528c511a119e092112fc0fd83428d45ea7455a02cd5243eea

Observation 0488aa4c-3e64-405b-9a7d-f6af448397c3 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:49.861768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:43.151755Z digest=sha256:e455301e05a496915555b57d4fce36c7c14f7e99382703fec54a51dba0d07263

Observation 9388717f-ccd7-4772-942b-2ddafe864fd7 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:49.842176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:43.208635Z digest=sha256:43ead47732612fe470ac0855be282ece0b56f4ecab1e6c09fab3bff38a5c655a

Observation 4c13f806-7352-4c5f-96cd-73766d33ab91 · outbound

This paper cites Liu, and Jian Yang.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Liu, and Jian Yang

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:47:49.819361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:43.268832Z digest=sha256:942647b58e67a426b9d5aad25c0e92e577d6c503f5df96bde7679a8200e72315

Observation 2a3444ca-0cb6-4a2d-8763-0856af47e1d4 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:49.801124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:43.320803Z digest=sha256:95b057d1ff86b5ec2a5a6740798bee7416bc03820873b5405e28ff6a71128dd0

Observation 899eed3f-e25d-458a-9ef1-776fdd64c1e6 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:49.780004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:43.371235Z digest=sha256:39eaf538f0d5611300c42126d24e04fb6ef3cfa81820b8743652767a60ac85f7

Observation c6a5d8f8-5d6a-4b75-ba03-a55ba36188e1 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:49.758105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:43.489066Z digest=sha256:4740a892b61493b262650c2bf336357e1aa16f9ac9914e7f0455e8690d17615e

Observation 1da33fcc-8137-49f3-81cd-2d126256512c · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:49.719805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:43.732116Z digest=sha256:733d316aeb60072b35d42e51bcc4c437548f40c1ae85f9419a3f29befa32ba35

Observation 7714380e-b16e-4585-a41a-54026ce51a74 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:49.702624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:43.797214Z digest=sha256:15c10d2d8394a7a889d106a323010e7e985b1e6216aa414e6e1ec840dd63504a

Observation bd826f9c-4e47-4f5b-b743-ff0c14541010 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:49.685138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:43.870377Z digest=sha256:bae96a6aa307e2f45e6f2a5b9a5511c5092626f5006c843dbf23a544706d3145

Observation 57495def-7465-44cd-9319-196e3a670cd3 · outbound

This paper cites Hamarneh.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Hamarneh

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:47:49.667949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:43.925203Z digest=sha256:5c3cf4461abea40b0479061d861b852981cf50117bf2e2f82ff7682d916b3dcd

Observation 368c9c45-d5aa-4e76-9f97-3b2ff65aac42 · outbound

This paper cites Hierarchical Multi-Scale Attention for Semantic Segmentation.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Hierarchical Multi-Scale Attention for Semantic Segmentation

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-06T11:47:44.033909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:47:44.033909Z digest=sha256:3f108d92d513046d0c89e0d808c43cd70419d68caaddde2069a84f9376c4cbb9

Observation 54af0a61-5667-4642-94b1-6dd4df97f31c · outbound

This paper cites Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-06T11:47:44.171324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:47:44.171324Z digest=sha256:577291af49c33a7c3eccdc7839baf9249721e40a4169e8540a0a3ec83c3eb094

Observation 0ec6d3e6-28e2-4950-8558-0a584cf194a7 · outbound

This paper cites Crandall, and Ling Shao.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Crandall, and Ling Shao

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:47:49.603258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:44.274014Z digest=sha256:a8eb648ea6707830a75126f168293fcae1f41bc32a268ca6b499d49de7080adb

Observation 1cc2bf4b-1113-404b-94c9-a222f531a085 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:49.239738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:44.459644Z digest=sha256:88f5f6b86ae71267cc005133f0b3fc216bf86fc1a4f6dc1f4b04f85083b78fd8

Observation a79cf210-745d-4448-97a8-712de5fc71b7 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:49.046083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:44.519649Z digest=sha256:6bebe29551b6a29f4bd678e3ef1f5e3daa4d7b5f9594590ab52c84883a520b84

Observation 74af65fc-d83b-42b2-abeb-28e10643f2cb · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:48.887287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:44.556352Z digest=sha256:bd4e922d07b1edf1a84cdd62ceb68ef6d16263f5acce039441138413d3d73d9a

Observation 3bc4ebe3-c5d4-4b09-9c85-c272c8d6be04 · outbound

This paper cites CBAM: Convolutional Block Attention Module.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation CBAM: Convolutional Block Attention Module

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-06T11:47:44.618269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:47:44.618269Z digest=sha256:cec479fe68d8bfc736d20a32435e8a7284a2b1f51612e2cca97a2ab5071c62d4

Observation 510a9da8-58db-48e1-a0c5-e52c7b864db1 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:48.680652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:44.658484Z digest=sha256:0588532e8b95eaf971e9bac0b06a23616d2d77dfcca394a4735e4967cabbe6e5

Observation 5eb9d5e0-6399-47e6-a49d-055326a3e535 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:48.497110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:44.696454Z digest=sha256:511c473115ea13a19c8a1b7f45a02fc4c2a41303008dd14439cd7b60eec921fb

Observation 3598cbe5-6153-4fe9-84d8-fe6f38ae6e24 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:48.284368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:44.745938Z digest=sha256:1282a77c4ac0c4f59cea07d5707dc639263a328d5aa38f579f7fd8bb58b1e2eb

Observation 399ed22f-baff-4924-8fd8-db896db7e5f5 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:48.093527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:44.810002Z digest=sha256:16f7d7fc61a40491cac20c52105301921c714bcc295c4b55f33a9bfa36e0b222

Observation 4543f40d-bd40-4f61-8087-b9db864e5acd · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:47.872199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:44.855740Z digest=sha256:9891576c1291bd444208fa367c337c7b73d0b25186c11bbce316b358b8315651

Observation 58e2cb58-23f7-45f7-aa2b-020b766e1207 · outbound

This paper cites Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-06T11:47:44.922233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:47:44.922233Z digest=sha256:6067ea0174bc75be41622693fa274523da574b0c1a74ca46e1dc7a739f581d69

Observation eb97dda2-c08c-409c-873e-a2a18c083751 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:47.717742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:44.976249Z digest=sha256:bf60b3fabe3070894ae5ae02e3eb5b114bcbb4c83f98ae4726faa0c13ceff51d

Observation a00da33e-6a6c-42bb-8ee7-18e23c7e3485 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:47.529758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:45.055359Z digest=sha256:17de48561aee5b9241e0e936fd3b5bf30d4266179a338d8567b20496b673a4b0

Observation 217538c8-b5f4-424a-aa35-a4ff6fc2d094 · outbound

This paper cites Lin, Radomír Měch, Huchuan Lu, and You He.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Lin, Radomír Měch, Huchuan Lu, and You He

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:47:47.378251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:45.097954Z digest=sha256:372ca491f3231cbc4246f20b33d9a60c7cc8ab291d221532477648e55be6ecd8

Observation f9aec53b-b69d-485d-bc62-41b9426bbea4 · outbound

This paper cites Learning Discriminative Feature with CRF for Unsupervised Video Object Segmentation.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Learning Discriminative Feature with CRF for Unsupervised Video Object Segmentation

Reference 74

Resolution
verified exact
local_arxiv, observed 2026-08-06T11:47:45.802608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:45.223343Z digest=sha256:6428a4b2fb7978db57a24fd2a315f4c77239b129d5b6378015f381cf621eeaaf

Observation bef9df86-4ed1-4f84-92e0-dd39264821be · outbound

This paper cites Saliency-Motion Guided Trunk-Collateral Network for Unsupervised Video Object Segmentation.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Saliency-Motion Guided Trunk-Collateral Network for Unsupervised Video Object Segmentation

Reference 75

Resolution
verified exact
local_arxiv, observed 2026-08-06T11:47:45.678456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:45.289088Z digest=sha256:319a1ec0310adc7d75ffbecd99939a4b0f56cfc2584d6ab638b336b3530ca6be

Observation 125386c8-5fb0-4ce4-84e1-e344799ae034 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:47.091455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:45.341452Z digest=sha256:0219fa939aebbc8466e440f3d24547fe488d731eb599bdd4075b9553ea48be6d

Observation 2141556a-1eb2-4beb-b1cf-1f46f813cd57 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:46.612349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:45.499107Z digest=sha256:e0dbb5b864ceae274fbbf3ee945d8433505b11b2886afcfe3799ba2abb35a6ed

Observation 4a3f1210-c9a6-4169-a3d3-3d2323e11b93 · outbound

This paper cites IEEE Transactions on Image Processing 29 (2020), 8326–.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation IEEE Transactions on Image Processing 29 (2020), 8326–

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:47:46.949208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:45.397372Z digest=sha256:5dcb474110b1d01c34c33a396651311b820b1415bed29a9dd68e536b0735f2ab

Observation 8ef2caae-b6b0-4e10-805c-07fc150d4661 · outbound

This paper cites 2009 IEEE International Conference on Multimedia and Expo (2009), 638–641.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation 2009 IEEE International Conference on Multimedia and Expo (2009), 638–641

Reference 2009

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:47:50.400585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:40.902250Z digest=sha256:dc410d977939109ba0c8e1ec7495b360f10df964bda30b1f43556878f3ed7cc3

Observation 2bb9a942-c7df-4dbe-bd35-b67c5bdc1d9a · outbound

This paper cites In European Conference on Computer Vision.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation In European Conference on Computer Vision

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:47:49.737518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:43.602005Z digest=sha256:8796dd958fa692547112d01351d41495dfd3210e6c554d8f8d81aa39246678ed

Observation c75dcfab-2e5a-4c2e-938e-10ece58fa550 · outbound

This paper cites 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (2019), 9235–9244.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (2019), 9235–9244

Reference 2019

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:47:49.454744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:44.390899Z digest=sha256:651c61485a6a6ac3d2971fd68b782d6b3dfed122712ce30e369bbf4dfb4628be

Observation 4c862fb0-a0e8-4cee-aad3-1222fa0a8271 · outbound

This paper cites In European Conference on Computer Vision.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation In European Conference on Computer Vision

Reference 2020

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:47:47.252911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:45.148357Z digest=sha256:560fbc4127bd354ea554119ed627747f4ce214dacd05da94a9904dfdf40e0d60

Observation acc20aca-e362-417a-83fd-29c2cdba1fc0 · outbound

This paper cites Computational Visual Media 9 (2021), 155–175.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Computational Visual Media 9 (2021), 155–175

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:47:50.251853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:41.435272Z digest=sha256:25654995f60cd7e2174591622d92d3420feeb040a9e1e8c9510364f9be59a2fe

Observation 739fa270-dfcb-49e5-87c8-5c0f42452e3d · outbound

This paper cites 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2022), 19238–19247.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2022), 19238–19247

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T11:47:50.547995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:40.348788Z digest=sha256:75a830d4bb61a5a731d05ed498dcb36756c52447a949d6037c3e6ee893b22b23

Observation 22b8fbd5-6943-49ff-a3d0-05111dbca160 · outbound

This paper cites an unresolved cited work.

Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation Unresolved cited work

Reference 8338

Resolution
unresolved
raw_fallback, observed 2026-08-06T11:47:46.776271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T11:47:45.456338Z digest=sha256:2a819578e2c0415888d066713b65564e23932eaf4dd833835f4331dbb8334a8b

Pith citing papers

No inbound Pith citation observations are available.