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Paper Citation Record · LEDGER

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

As of 16 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 2026-08-16T06:30:59.297886+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=sha256:6d9811d1763f5af1fe7ae88cbffec4948b25c40a96d87efbc34471686155816c

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

Resolution
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=sha256:40c7287c95dca96a69c494f194051daf57436e9201968df59ccf5608a2b5b518

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:ef75d6c895cf63731c4419faaf6b9b30dd7beaa1dbf7210d90412fa3eaf0b761

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

Resolution
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=sha256:2612debdf5f32bb12e3a6903b2b7f9962d912e11162f6035c3fda5b7a1e50346

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:fcc2083d88475d9043eae8b7c6aa1e79b651cc89173d039b2ffd71938146ad6d

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:40.212737Z digest=sha256:de25a0a2cc7b7a2beda60741efc0e3c89d034d379a25a61b863acb3b2f73f8fa

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:40.250927Z digest=sha256:cb1281ab46a6de5edf6207d72b61ef3f646af4bd41f0b3610841a06bd088c652

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:40.278543Z digest=sha256:98e40fc8c9d1bfe611b55cdd0ea062753e131dcb636b152f59cec2b9253a18c5

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:40.417979Z digest=sha256:7474cc2832dc22be5deb7847e26ac724fb2668952658e80d719915814b1a5977

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:40.512705Z digest=sha256:b1bff88a27d65c75bd3d8af41e38bbdd2298c8f3a24b45de10631b3a19ac2e7b

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
raw_fallback, observed 2026-08-06T11:47:50.494414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:40.570797Z digest=sha256:b69587cfe0cfc5698224b613be26d47712e65ffb33b732a5037b075416715427

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:40.609960Z digest=sha256:9c377c30f1ecbc1375baa051bdc3cebaacb203fa4ee08de1f0474d94abc9e703

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:40.666248Z digest=sha256:c6f2dede5277150e3383c6c9f907d4609d92942c5d4aaf3ab52d66ebb3282f9d

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:40.740408Z digest=sha256:42f91abe2c0c010c6b3039161306ff077ad097ffe337d506c61cd88e43fda252

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:40.823878Z digest=sha256:b9f6954cd2943437bf17edbf6b8d18b3cdd1e8fe0609ed83b1967f5e06c068fc

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:40.955824Z digest=sha256:8d0bd7ad91da6d1f337f63bdf4a97716d56b2ef589d064f3400fe77d3243a1ed

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:41.023259Z digest=sha256:bd1ed6265e215ad6ca29091bd95ca76286ce2319196e3cd2a00680f6638c9151

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:41.086010Z digest=sha256:34374168501fdae0cffe9d9b8cf8c7dc0f6f77476f97774b305f3680d5807b45

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 2026-08-16T06:30:59.297886+00:00.

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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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:41.201117Z digest=sha256:93cfa6d75134482ea07ea3b93bbd1742b1dd473dd233afb1378682b1b4de9d33

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:41.275784Z digest=sha256:8cb5c3938953e669940d772a3eb5f166fa6348e6beed57303ad8c3c4940dabfe

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=sha256:8389e2ac496c8536c59bc3dea3b6db446ffd05887e90061db8fe5f75a90603c7

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:41.363764Z digest=sha256:ec7b64f28eb43b42e76afb97ac43bb9fb22df4eacfe61a4f68be21dc47b93024

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:41.486241Z digest=sha256:029f0fad3dd136afb40fd4f0f4e7961723af792b3c5bde9a73a6e93f2231c6fb

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:41.525263Z digest=sha256:c01ceb5bab5f9268ae7be63ff22671d69f173ca1792ceaf8bc9a152b71c782bc

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:41.632234Z digest=sha256:c84f6a2b954e6672e6c366b3abc176007eac0196cbcf8598a8061e94d71add7a

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:41.692710Z digest=sha256:86f5c58122283e4f54f4ef189d66252b9094ff1938cbcb7713e6454905d16d1f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:41.793872Z digest=sha256:56440fbf391e2fba83f3656fd49653c08696a86ca85fb6612c7279f0ebcf6e66

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
raw_fallback, observed 2026-08-06T11:47:50.131211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:41.831156Z digest=sha256:a5c759588406e78f05b0854fb941811a3f79f7a74a849fcbf78f6956e86abb6b

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:41.889656Z digest=sha256:b51d4a61df5569dcd8c1415a402fd2b3055d0e718fc7e78a801eccf24aa5e150

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:41.974001Z digest=sha256:b10ed150c38b68f46807680a758345530284ea0b54cefe9ab3445fed07be4ac6

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:42.054379Z digest=sha256:6e88c16428c005c18c854b61a014e78152bfbc0af033c4c2413f826ea200eff5

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:42.119555Z digest=sha256:1fd91586c31b9d07cc35c333e5e255d79ec84c51c7994f24135ae55fe76f3094

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:42.185731Z digest=sha256:f4503f42101af1c29d3093bd319b3cda791d37377beebec06879c9500679fff7

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:42.291709Z digest=sha256:0c5a33766ac413d64d7f7f64c228a9f25175d7ef27575b72d3969350c95559f5

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:42.351416Z digest=sha256:f99e71a06d5e1a6bee0e53fedb5601c4b25d43408550faa443422f2a234d0b90

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:42.437504Z digest=sha256:ade5dd5b55d2d2cc4f60c064a1d3ca002a958588a5b9a64786cce290bb586ee0

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:42.520062Z digest=sha256:d14fc94a6d0781b81d3fa48187e427404fd43ff3ba795d4ed41085690f782d28

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:42.563332Z digest=sha256:ff8d65163568f3ad507a79a35038f70af45df33529d7d6179bd48e42849b8ca3

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:42.666300Z digest=sha256:d695c9429798d19ca373f237c7cc25017a43ee2bb2b211d9b8218b611e4dfd67

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:42.701252Z digest=sha256:6117d463e023969b126f058b53be8d3c0e6b9fab9759f5f4e34bf1675fc8eb4d

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:42.747491Z digest=sha256:dd6a218f8cd123ac8c92fb6e2cf847177ed36b5a0e23a81decdb2c6da0504696

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:42.818008Z digest=sha256:6c2390d81e3bb72b7cabcbd8764cdee227e211a996325e97a9697fe15b874d06

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:42.874092Z digest=sha256:170421b0fcef7c287419f8f5b9474f6020c629df73070d4dd163e8eec22284f2

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:42.952060Z digest=sha256:2a5d9d1f649f785538596173908adfdd7ea2155e9208401ab53db1d52d23443f

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:c735a8dfa082fcf66e4bb669cbc8a3186bbe4078f9cebad70915584dcd812194

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:43.083484Z digest=sha256:c8d35b206441e5e4bc615e18ec3726b3b448fc2e2db5c6ddb2b8be3182812e49

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:43.151755Z digest=sha256:824eb9627480938958640e821512e42483118c101c681665857a526a26f04bc7

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:43.208635Z digest=sha256:a371645ee21fc03189810c11e86fdb5b4ae0d2d635c9be7edae7c68c7a39e96f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:43.268832Z digest=sha256:108db8ad8365c15dd4c16e3e44d186b5e93c3aaba5577bba3ca911b2b8651b78

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:43.320803Z digest=sha256:d29a2960762bbf09755d5cdeeac43baeadb44bc4e81a20aa3b8706e19a6f1901

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:43.371235Z digest=sha256:a6a7fcadafe20a74e98e1932f4afb712f58e6d7a7c88352d558e2abe72d94bb6

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:43.489066Z digest=sha256:52b6d0610da4acaea7b6fd6c2174d023cc78c8c43647eec609615c9956ac4e5c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:43.732116Z digest=sha256:a4a7b082c1b8d9ae7d6ceb73954f750e353a49c49a907de2d20911418d956804

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:43.797214Z digest=sha256:aedb3f0c0010d5e9f695d97d30ad938171b2f13414b931cd6f623688e51e6238

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:43.870377Z digest=sha256:6745132eb6fee454a84a715e459d5bbfe038ff46c42e3aba8caba757c72c6c53

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:43.925203Z digest=sha256:c03f1f101ce3a938793dcd2aaeb13defaee31745d3f08835d3f882bec7e03143

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=sha256:642949da7d47c150207542963f1c97d9dfe95d8fa0a4930b8ff1e47ee6b01776

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:e3ff1ff8cbe645f2c4b6806cb548db0a59b56b8d8da177ccc60bb74292e7e7ef

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:44.274014Z digest=sha256:9323f5942fb252a860fe634e159574cee419eeba16fb5982ea2a1215eda19f60

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:44.459644Z digest=sha256:592ecfe1b810855fe5f4fefcae96d2fcd4e22f1383efb9b617f57f5a0cfa05f4

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:44.519649Z digest=sha256:aa1fda45d2e9dfb76f5fb754db64ab0a07396033b65f2929eebbfb29d08d9a7e

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:44.556352Z digest=sha256:4f5bdbc3d3b29cf6eca1b1d8d17f116017fedfc54de926e371473914f1090895

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=sha256:6862e5490c49308609a949ce4ae844a8da33e63baaea48a6c5d6dc14bfb4dddd

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:44.658484Z digest=sha256:6fa9c3fa50f2855a7c02dece464393de39f9c8d11e336ff9a8b7981798ce4271

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:44.696454Z digest=sha256:a6d282d2416e50c1d57450dbe729de7f36bb15dc3c10f2af892a3265b216a1d6

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:44.745938Z digest=sha256:9e2d913ac0a869f2be1fa02d4c80706cde86c3f737a5baff4433655acd4e9d7b

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:44.810002Z digest=sha256:960c6fc224fda367b31ca4cbb3b09c25d3e49991434994b8c8124135289528ec

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:44.855740Z digest=sha256:665f505a56dbcd88fb31d1918a560084284cd8cefc43178ab3add11a376d7599

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:adccc095206993e7d7682e53b67d9da764332456d4f541382beb71b9aedf632c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:44.976249Z digest=sha256:3f9eb931925f62d2228ee819f2ed1913b9d244afcf22a000c16135ed54461655

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:45.055359Z digest=sha256:1faa8da14572570800d45585b2c5746824f1778bfc356a6d4de6f522733334d4

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:45.097954Z digest=sha256:bd39a54d6bc80776b2d10974812e5c338b8e787299a78e6c0e4914d183fb5113

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:45.223343Z digest=sha256:1d3b8d0969129681a6a27f14f80a6924b89d628bd4e7e77113207c01f69002b7

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:45.289088Z digest=sha256:5d912249e98f2b319143cefe3c910b88128c099990b820f8ac255ab67c77da69

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:45.341452Z digest=sha256:7b6a0828c8c8ec3955b20487f7ee2c2913f12e0c5c9f5fbf8b927840c5ec7fd2

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:45.499107Z digest=sha256:714bf8e062c53c8c79ee84de9a340b409a2d8e38bf07fd27005c8ac06c1260f4

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:45.397372Z digest=sha256:e98f5113bc2e9acc26ccf01697e5601d85f7c20184395fb81de3490a05102f6b

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:40.902250Z digest=sha256:c69a2ba96108d39912ca9b0761a3f1a48eec41a7dea99a6874f1d02d796ab804

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:43.602005Z digest=sha256:8edc57715513f47cdaa51c0ea4e026a0acb68378d3e88ed182067e3d6d74edf9

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:44.390899Z digest=sha256:6d14d7289ce385241ce5791ccee337c3ead537316728b0c3adc4ff3e1760aa16

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:45.148357Z digest=sha256:7081b794f70cf913c5967911ac46413e2ba8d8f31b3f924eedb16e618c2ef52a

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:41.435272Z digest=sha256:69b07f87cb4148e50b8adafec3b0c10e11c6062a6480f2d9e612fe78a6d77f73

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:40.348788Z digest=sha256:249be5bb0d6abf209afbad78e35b05dca2fa8103b6bf8c71b3caf7346a0f4956

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:47:45.456338Z digest=sha256:415c478d0ff3653259bf285d4a4dea481f47fc472464791030d0f5f8c1ee02b5

Pith citing papers

No inbound Pith citation observations are available.