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Paper Citation Record · LEDGER

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios

As of 13 August 2026, this Paper Citation Record lists 89 of 89 outbound references and 0 inbound Pith citation observations for arXiv:2411.13754.

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

pith.paper-citation-record.v1
2411.13754 v1

Coverage vector

measured 89 of 89 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T16:16:02.796860Z

measured 89 of 89 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

89 of 89 outbound references displayed

  • verified exact1
  • verified fuzzy17
  • unresolved70
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 94cbd392-4084-483d-a8cf-062c5939ca8b · outbound

This paper cites Alayrac, J.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Alayrac, J

Reference 1

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no resolver link, observed 2026-08-12T16:16:02.475503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.475503Z digest=sha256:87880d3cf42ed6c9a983ce0c1ba641fba15e95673dea0ac029a3f57028004ff6

Observation 2c6c8e38-2f1d-4b17-889d-ef5140bbc252 · outbound

This paper cites Learning to Compose Neural Networks for Question Answering.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Learning to Compose Neural Networks for Question Answering

Reference 2

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no resolver link, observed 2026-08-12T16:16:02.479663Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-12T16:16:02.479663Z digest=sha256:c73dcfe516b0dab9d12a612b20b6e43d0a03c2a9859c269e5a1129771d74f88d

Observation a5a1a9e4-9694-430a-8c94-9d8bdac78213 · outbound

This paper cites CLOSURE: Assessing Systematic Generalization of CLEVR Models.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios CLOSURE: Assessing Systematic Generalization of CLEVR Models

Reference 3

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no resolver link, observed 2026-08-12T16:16:02.484036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.484036Z digest=sha256:efa094f5d355fb3a4e861d83d0afb139bab230ed08dad1c3664924277968742d

Observation 997032f0-002c-4a68-9f83-c4bf76da01d2 · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 4

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no resolver link, observed 2026-08-12T16:16:02.488884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.488884Z digest=sha256:4ffd35a35050038db458d65ac97034fe4f6ddfc64a262173eaa339fab400c3c8

Observation c00588e7-b309-4d90-afcd-75cfbe31a024 · outbound

This paper cites Bhattacharyya, S.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Bhattacharyya, S

Reference 5

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no resolver link, observed 2026-08-12T16:16:02.493468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.493468Z digest=sha256:14ec158d6a8cd8343d86b93dfe4cf9dc3d3f18cd17185c77ad1b9e059b54d563

Observation cf544b6f-ea5c-417c-b29e-62423221edac · outbound

This paper cites Bogin, S.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Bogin, S

Reference 6

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no resolver link, observed 2026-08-12T16:16:02.497244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.497244Z digest=sha256:2653af4a92b21c09d7c7264acdd166f9104341e037d82956241065d2a3e6573a

Observation 17893245-e73a-411f-83ff-2739db5deee1 · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 7

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no resolver link, observed 2026-08-12T16:16:02.501760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.501760Z digest=sha256:dee418565c2fb6d77de50eaf845e7f38473fc2a018099eb9989211d88f78d4b0

Observation ace0db12-5b90-49f5-b120-1b156caa8971 · outbound

This paper cites Bulatov, Y.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Bulatov, Y

Reference 8

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no resolver link, observed 2026-08-12T16:16:02.505571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.505571Z digest=sha256:7316ed6a197526d88b3393ed46d5f561ed32d72f2b5e21477f9d57e4d6d3f7d6

Observation 82be219c-594a-4416-a700-c505d1c9f1df · outbound

This paper cites Capon, S.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Capon, S

Reference 9

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.509020Z digest=sha256:6305d28a09096430d6fd1bc3958cea85decd085ee681a34b581300cd96f15676

Observation 02dad970-6351-4a2d-8ca5-2953d0cd994f · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 10

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no resolver link, observed 2026-08-12T16:16:02.512358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.512358Z digest=sha256:46e2d47ff362e84d31d821e5520c59b840ccc49edd67e3cde0b67a90e43d2d46

Observation b4e9da4c-7f93-481c-b8f1-54bc1b51ffa5 · outbound

This paper cites Universal Transformers.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Universal Transformers

Reference 11

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.516670Z digest=sha256:670727b2bb7f0951725423c0dbdf1273a42b74dc619c8f9f2485f7c93ef2db2e

Observation df8d1eff-0f73-4481-a118-e18984dd8d3a · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 12

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no resolver link, observed 2026-08-12T16:16:02.520450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.520450Z digest=sha256:6706c93e8342241c0e69506b1e8bed97a1b6d080ffd62935c82e143c0799067c

Observation f2fdd631-88b3-44bb-af41-b5832606916f · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 13

Resolution
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raw_fallback, observed 2026-08-12T16:16:03.587277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.523917Z digest=sha256:cdd5616001da0d217fea05b81a73e41d83d90fd4219ee3dbe29bedf40ce9c0a4

Observation d80a871f-21e3-4051-8b76-6d03f32562a6 · outbound

This paper cites Dziri, X.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Dziri, X

Reference 14

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raw_fallback, observed 2026-08-12T16:16:03.576051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.528226Z digest=sha256:6a71329c5a167cb3834408ef053039c9f26d90cf8789df163ca93b9e694f0034

Observation 2d3e6889-9e87-4e6f-94b3-8a17cbe3902c · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 15

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raw_fallback, observed 2026-08-12T16:16:03.566015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.531555Z digest=sha256:d9c4abfcec73651b165b4c7fe02fd003c5d98ad56660e653e75e35b60f7c7ce4

Observation 79494e39-1ff0-4312-a126-fe87719bb812 · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 16

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raw_fallback, observed 2026-08-12T16:16:03.556476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.534915Z digest=sha256:703e31a802b5f2d4b8c8389972c7f54b204cbf4c3778fb41e1c91b0d9ea6b832

Observation 0cd979b0-c1d5-4fb5-92ba-095f8e696144 · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 17

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raw_fallback, observed 2026-08-12T16:16:03.546595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.538276Z digest=sha256:540955a6e81d7a0d074a2de25ff5499fb1717facc363e88c57a37a65719d38b1

Observation 724463b2-d055-4372-bf03-9cb23c54688d · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 18

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raw_fallback, observed 2026-08-12T16:16:03.537206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.542073Z digest=sha256:a31ddf13518c71dea0272cefc8cca28a6bfb862c0529e937bbc09fcfb2e73cb4

Observation 0936a86a-92f4-400b-ab22-c8190288460c · outbound

This paper cites Girshick.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Girshick

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.545768Z digest=sha256:5180c4b5a67e1180770f4ee651577b58d2e30ca06c2c80227c93ba74ae941230

Observation 424444d9-c043-4a6a-8fcf-b937d4801787 · outbound

This paper cites Grunde-McLaughlin, R.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Grunde-McLaughlin, R

Reference 20

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raw_fallback, observed 2026-08-12T16:16:03.521046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.549277Z digest=sha256:bb25e1c9ee123a6413495084bb637cc9ad18a5ee8244cae0e1d435e47d770e03

Observation b6024afe-178d-4614-8d2c-c859916641c5 · outbound

This paper cites AGQA 2.0: An Updated Benchmark for Compositional Spatio-Temporal Reasoning.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios AGQA 2.0: An Updated Benchmark for Compositional Spatio-Temporal Reasoning

Reference 21

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local_arxiv, observed 2026-08-12T16:16:02.991618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.552652Z digest=sha256:ae40a52b155c64b1af36d3dac4144cdd6cf87e90a0a9e024254ab3154c9b9ca3

Observation 31a3a09e-5f3e-474c-af9f-a071b11259b0 · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 22

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.556222Z digest=sha256:7c4617935414c83b962c52bdf9987a9665f1c071a599a3bb0f1905e5de74603b

Observation 00b52425-7687-471d-a2f5-1dc042cf8e5f · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 23

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.559429Z digest=sha256:bc780fca896e4bbbc83447a24bb62fa21045ed5c6610df27a731fd9a33388572

Observation 7b59c498-e913-41a9-9ddf-6fd424866758 · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 24

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raw_fallback, observed 2026-08-12T16:16:03.500086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.562751Z digest=sha256:001c27dbba0830d6c76b1de36ef5d71e68212af952972944a82151dad9b8d12c

Observation 0050bbf2-192a-436b-b358-693f0befc9fd · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 25

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raw_fallback, observed 2026-08-12T16:16:03.489526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.566106Z digest=sha256:d5fbf1ef6045cc59fe93673a7b062593ba2c9ec5b77019228aea623a848c195b

Observation 86c991b3-d1e4-4c3e-ab7f-da1a78982695 · outbound

This paper cites Huang, K.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Huang, K

Reference 26

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verified fuzzy
raw_fallback, observed 2026-08-12T16:16:03.478414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.569216Z digest=sha256:36d6a8fa881372fe0bbd7f63055a211c7adb859c47f5e6a42aa01cc5e99ae780

Observation 361cd6d9-12a1-47fa-a651-b03cfbaa7c72 · outbound

This paper cites Hudson and C.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Hudson and C

Reference 27

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verified fuzzy
raw_fallback, observed 2026-08-12T16:16:03.468101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.572963Z digest=sha256:e53dff33c4ea0e5e8b7ceeda0c87381554c9933cf6211d801fe90da84c894e1f

Observation 811c7aa9-3388-4ef3-8e29-a1ac3a7dd22f · outbound

This paper cites Compositional Attention Networks for Machine Reasoning.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Compositional Attention Networks for Machine Reasoning

Reference 28

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.576239Z digest=sha256:423b921783d3375865398488e0c9079af5b701de364f59ea4f10e861a81e2b19

Observation 9d154ae2-e5ba-4de7-aa81-16a8b9c44940 · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 29

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no resolver link, observed 2026-08-12T16:16:02.579771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.579771Z digest=sha256:4cf408d4aaca49878ac14b9b31d5adaeb6721c5c4365ef6dfd7077a023820c2a

Observation ea1fb7a3-2551-4898-8e2f-b215dc6b4d71 · outbound

This paper cites Hutchins, I.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Hutchins, I

Reference 30

Resolution
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raw_fallback, observed 2026-08-12T16:16:03.451495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.583007Z digest=sha256:7827ea8e30b93a0db1888746b77033c379654e80117c8c7845dafc5a3c4946d3

Observation 316c2e0d-dee6-4eae-b2da-b547924f405e · outbound

This paper cites Jaiswal, B.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Jaiswal, B

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T16:16:03.442106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.586418Z digest=sha256:e58e2343823f01991d88d109d5ac81c0d44a90d0a1253eb75b8f5adf72116c2f

Observation a2649f8d-de46-407b-9ef7-f614224065c2 · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:16:03.432602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.589539Z digest=sha256:f114a97a1ee5601a59a09d9f4e7364008fb059e715b1b5a9d0052fa3f4b7e85e

Observation 8951f3b3-c9c6-49bf-b617-db83f4555197 · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 33

Resolution
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raw_fallback, observed 2026-08-12T16:16:03.423171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.592717Z digest=sha256:c58086c5ec8eab53176b8f57a5b728ec09083145f3fd8979c5aaaa88b4900c2d

Observation 5b1c32bd-4387-4cc1-9f29-10a50abfa902 · outbound

This paper cites Johnson, B.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Johnson, B

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T16:16:03.413259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.596032Z digest=sha256:bdda8fa6104deb53195394ddaaa7718031f563c9591462609716037849d4b075

Observation 013d2582-eada-4276-b0d7-017ffd1daae7 · outbound

This paper cites Johnson, B.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Johnson, B

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T16:16:03.403192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.599744Z digest=sha256:3aea74e666441b74d25a184842396d9cb62d04574d2744f9cdeec3ac371b7184

Observation b3208ec5-546b-44d9-8038-ec3c1651ca43 · outbound

This paper cites Kamath, M.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Kamath, M

Reference 36

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raw_fallback, observed 2026-08-12T16:16:03.393330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.603120Z digest=sha256:c08bfaf08d5ae33c4a232728c29b03036755ada47473b0e2f8c5587ed8c59b5f

Observation c73587a2-ec8f-4e54-9152-3ad883c26267 · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 37

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raw_fallback, observed 2026-08-12T16:16:03.382650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.606412Z digest=sha256:d16d882ab67d28fbcb576d3b95bb39055d119e8452657d38bb745d4aa641c51d

Observation c963fb05-c76a-4eb6-9197-7f18506aee40 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Adam: A Method for Stochastic Optimization

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-12T16:16:02.610642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.610642Z digest=sha256:89f996313ca4fd622b9932469e538d519608a5f2641255b5cb15a4c9a1da4ccb

Observation 32e6a00e-33d4-44c7-9263-1612a462083b · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 39

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.614168Z digest=sha256:71d731d17ee5608119a3762071acb359eca561bd02d9957531d069e59615579c

Observation f7e78a48-80b6-4952-a949-7e965873b953 · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 40

Resolution
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raw_fallback, observed 2026-08-12T16:16:03.362864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.618360Z digest=sha256:51f42eb1d5d1eff62c518c8d342d8418b6c060c14e044a2bdd64d98fea087497

Observation 50fa22b2-5828-425f-a25e-2d0167f583e2 · outbound

This paper cites Does CLIP Bind Concepts? Probing Compositionality in Large Image Models.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Does CLIP Bind Concepts? Probing Compositionality in Large Image Models

Reference 41

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.621635Z digest=sha256:221c6cfa36a6f69327ec5f7021d5a4f654488b17e93445d1dd97c4c7293b534c

Observation cfc434ca-3cbb-424f-a3f4-b3a6d6eff7b2 · outbound

This paper cites mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections

Reference 42

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.625176Z digest=sha256:0b867b0cf61a42cf33694b91e6395bc128dc4d11743cc32d2e1748ba129c2c9c

Observation 42b5e8e8-f7d9-4b5b-a168-be99e809439c · outbound

This paper cites BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models

Reference 43

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.629166Z digest=sha256:a7d9a21dc2afa2efc172602b0521534609fb4bc52bfa9f4f0d5b743edb05df26

Observation d28bb135-f3cf-4d41-8d17-093ffc18dab2 · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:16:03.353204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.632915Z digest=sha256:d0391312b2eadc60de5f976359a76b2687552c3362bf822c4acaf088da51a138

Observation 5487b09e-ffdd-4b58-8b4d-1cf70a3665d1 · outbound

This paper cites VisualBERT: A Simple and Performant Baseline for Vision and Language.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios VisualBERT: A Simple and Performant Baseline for Vision and Language

Reference 45

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no resolver link, observed 2026-08-12T16:16:02.636219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.636219Z digest=sha256:002ea502d2d31f2e25528840269c606a6eb971818c6b232140bba09c9131c93a

Observation 79f3cd9a-5713-4da5-982b-791bf644160e · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 46

Resolution
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raw_fallback, observed 2026-08-12T16:16:03.343552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.640434Z digest=sha256:a0572fafe56e0493c4816acc753a8054f770c991a2b5b47ee33cf9df63d206ea

Observation c08f3a6b-ee06-489d-9c43-73b1c20f29fb · outbound

This paper cites Visual Instruction Tuning.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Visual Instruction Tuning

Reference 47

Resolution
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no resolver link, observed 2026-08-12T16:16:02.644056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.644056Z digest=sha256:662bc73b92dbc00399eb9801055aff77d36f4cf28594af20405e37616fb5dd50

Observation e6944479-3c06-4f7d-8cf2-ed86db576372 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 48

Resolution
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no resolver link, observed 2026-08-12T16:16:02.647524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.647524Z digest=sha256:3bd17e3c7ed8e6de73e8e4488682fb67b52cb9fd3708998ccc4ae6726319d792

Observation 7125fdc1-87a7-4c42-8c7a-9a04250b3e2b · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:16:03.333471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.651503Z digest=sha256:4c1f538c8d3db2b04186caf412e063290217af2770ea2d1ac6034af2398d12fa

Observation 79bc18e0-16d7-4d78-ac81-aa1cad544047 · outbound

This paper cites The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision

Reference 50

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no resolver link, observed 2026-08-12T16:16:02.654785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.654785Z digest=sha256:96c35755993196373710a1c83d92007e4c7cc27847590fba84e19dc2580c4229

Observation fb660dfd-d101-44d5-adf1-bd8841c45ce0 · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:16:03.323310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.658556Z digest=sha256:7c1d158785dfd09a7b7264d1c59948ea3d59f45f66fe6fc720632d614ea45f02

Observation cf7bc1cf-7c8f-4aaa-afc0-560d94b7532f · outbound

This paper cites Mascharka, P.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Mascharka, P

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T16:16:03.313589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.661865Z digest=sha256:7e5372dd0cc0a51e886ac660d7a700776ed219aa5db9ee937e950621bc3a84d5

Observation 09dc3a77-d0f0-4cfc-9ae3-eb6ceb2a3ce0 · outbound

This paper cites Slot Abstractors: Toward Scalable Abstract Visual Reasoning.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Slot Abstractors: Toward Scalable Abstract Visual Reasoning

Reference 53

Resolution
verified exact
local_arxiv, observed 2026-08-12T16:16:02.896072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.665836Z digest=sha256:4dd2525d831407128eaad95918a9011f5bc080d3292a79981fd892bb993dedb4

Observation 1774c66a-80b9-4fd7-b115-039a52c5193d · outbound

This paper cites Learning to reason over visual objects.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Learning to reason over visual objects

Reference 54

Resolution
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no resolver link, observed 2026-08-12T16:16:02.669664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.669664Z digest=sha256:0ea2bc05b8825e8e1297cdb767e769d72eb05eb060bd9ddcf79624d17d8826d6

Observation 123a79a8-34ac-455f-a1d7-62521d3b9c29 · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:16:03.303052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.672995Z digest=sha256:393fd682b1702cff78c40edc6dc633d74e26a200e8bb302aec1c7f14f317505d

Observation ac1fdd99-d337-4e99-9311-27eb9dad5136 · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:16:03.291403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.676149Z digest=sha256:3958db66c76b1957c3c5ea01c3c4f8b21b19f17fee0a7c63d17bea10fd7947b0

Observation 37fb9748-19e1-4221-916a-74891f327b84 · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:16:03.281300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.680054Z digest=sha256:7afd16848c9dd4bc193420169ca80dc5888aa195ecc0cb026633723b4116f8a4

Observation 001961d1-d161-4e9d-ae16-f2942357647e · outbound

This paper cites Paszke, S.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Paszke, S

Reference 58

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no resolver link, observed 2026-08-12T16:16:02.683284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.683284Z digest=sha256:77b7393d84086049a8d9ce6ed38da31e38d4fa4a40e995054b51e04f6033328c

Observation e327fd47-55d8-49af-bef7-77db0f6c41c2 · outbound

This paper cites Pennington, R.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Pennington, R

Reference 59

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no resolver link, observed 2026-08-12T16:16:02.687577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.687577Z digest=sha256:4eeb452c4dc7784c8ad51b89dbe2e31a9b00e0e3cb05645be0b2d5a267986a45

Observation 6c6c8a6e-9855-46ff-b19a-be56bb136f62 · outbound

This paper cites Perez, F.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Perez, F

Reference 60

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no resolver link, observed 2026-08-12T16:16:02.691452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.691452Z digest=sha256:7fc7f24ed3bf06328c73642cc9451f568e941ea0353854dbeaf6ec62f0ccc598

Observation ca871004-74db-4f2b-80d8-165aa5e192cd · outbound

This paper cites Radford, J.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Radford, J

Reference 61

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no resolver link, observed 2026-08-12T16:16:02.694747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.694747Z digest=sha256:978d6d12ed6f279a39be96de11162a04172fe9618e9b50fcf1f3bdcc9c9a71cd

Observation 506d5b76-4bc7-4253-9645-313fb297b314 · outbound

This paper cites Shrestha, K.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Shrestha, K

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T16:16:03.247883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.699086Z digest=sha256:3dec653d97c4fc5d13760f84a09d714ec6fb64d73e59b4c678cfbdf9a9f9c5e8

Observation 6c73139e-d0e0-4041-a06a-434d52bb0099 · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:16:03.237246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.702165Z digest=sha256:398f863e89c84ee9fd2990526cc0102df1346492d4f5e17a411011ad5384e347

Observation 87b098a0-051d-4766-9ff4-c22a4abc8cf7 · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:16:03.227011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.705461Z digest=sha256:e03da725d6a8f852b0080ddf9bf41e1568bbc11268992dca0d1166ed5e9f21a3

Observation a9903d57-9f92-4ecb-9f0c-19ecd9d5a77c · outbound

This paper cites Tan and M.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Tan and M

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T16:16:03.216961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.709079Z digest=sha256:a839e750bbfab35b974c3115b19c44518f448b4bbec0a8adecfff188d3b843fd

Observation 7fda891c-2de1-4b11-9ab7-0c85eaf5708a · outbound

This paper cites Tan and M.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Tan and M

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T16:16:03.207178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.712715Z digest=sha256:d2f8caf413127b008d76a19a14c05cd38e7bf87762e2b7bdad974c1ac21961fd

Observation 4958402f-b047-41bf-b24e-a7ab876626c4 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Gemini: A Family of Highly Capable Multimodal Models

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-12T16:16:02.715993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.715993Z digest=sha256:42465d31afc058e2710700003845a472aa5a666935ece5c6b5547174e20cee6c

Observation 5cd35505-c14c-499a-9882-f911aa86bb7c · outbound

This paper cites Urooj, H.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Urooj, H

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T16:16:03.196949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.720350Z digest=sha256:4c60b5071ea52380f08e83df14bcb101e8c7442c6f7b8cb1fefd2528261129d3

Observation 1b018c25-ca61-41e3-b92c-58e4ecf0e586 · outbound

This paper cites Vaishnav and T.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Vaishnav and T

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T16:16:03.185758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.723387Z digest=sha256:862a4e2fdc4c7ef540c19f609e0ccde19f870967a78f7492402d3f0c2bdd16d7

Observation e08c798d-4ca3-4c3d-aea7-8fc5f59fef4a · outbound

This paper cites Vaswani, N.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Vaswani, N

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-12T16:16:02.727384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.727384Z digest=sha256:3f98128fa7bd97039e84d992acf0a546fb29e7553c1c91b4a77d2b91bdc482ee

Observation 01f26fc7-11d1-4511-80b8-eff54f86fe55 · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:16:03.169901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.731518Z digest=sha256:4d2e4fc9fb6a4573adad037128146588a2bf36745760820a49b37e4f0b201f3f

Observation 1b3df894-9263-412e-846c-583ace0b34c3 · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:16:03.160303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.735482Z digest=sha256:df8e1c9e6f325a78de4559d819e6430e9b457e1ed60e9b609af95fd0fcd42229

Observation 08df220d-aaa2-42b4-9024-cc3242d0f836 · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:16:03.149961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.738509Z digest=sha256:92304fb10a1d3561039851d5d361804a6286231b4c0fdaf1014a0c5ef70d8539

Observation 7e9fc6ed-0f3e-453e-b55a-d9d6dc4ff414 · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:16:03.140600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.741805Z digest=sha256:8c730fc9ba3e3bba3780c106d1f106ef242e704246b55b06c1c241d39cd73dc2

Observation 67aca551-9a14-4803-80a0-f2033b79da3b · outbound

This paper cites InternVideo: General Video Foundation Models via Generative and Discriminative Learning.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios InternVideo: General Video Foundation Models via Generative and Discriminative Learning

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-12T16:16:02.745097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.745097Z digest=sha256:c5ca0a3745d84597dca73a21fcd96dab8ee3bc6e5f3774166bd1b580c246828e

Observation 76f961d6-6c47-4a7b-829f-ae247dd03f3f · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:16:03.129976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.749496Z digest=sha256:4d920c89494bd1540229f71faa29da39894683574ad4880a8478129bb5153214

Observation 91121450-9379-47ce-81b7-8b806ee2bdaf · outbound

This paper cites HuggingFace's Transformers: State-of-the-art Natural Language Processing.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios HuggingFace's Transformers: State-of-the-art Natural Language Processing

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-12T16:16:02.752831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.752831Z digest=sha256:62775aa3692bb1e03db5a58b5c777f2e2392adec5e406dc68dec6832a21b676e

Observation 1fa6bdb1-e819-4ba7-89b8-98459b0c058a · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:16:03.119093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation a38130c0-b639-454b-a43a-5ffc27c1dec4 · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:16:03.109565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.760603Z digest=sha256:169ed58981c9d33a2ad0d89257a83503756ad3d58b924d6af033d51074985a4e

Observation c5f643fb-bfa3-4fe6-b1fd-073dea02ac53 · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:16:03.099261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.764342Z digest=sha256:ac4cdf7c48b7ab9bebb474dd740106dd118928f5d551fe04ecf695089e5e794d

Observation 829433d3-043a-433f-b773-9fa646a800c8 · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:16:03.088992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 046b4a16-8760-4ac4-9032-954f7a212e3a · outbound

This paper cites An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-12T16:16:02.770849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.770849Z digest=sha256:ed4199c4498259b4fc4b23e99c83250b75ab76350625b27ba49fe264bbf05538

Observation 1ad44a8e-3934-455c-a489-78b5972bfdcf · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:16:03.078473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.774785Z digest=sha256:696dfb4a6c1b47e28e8fad5ae7157107e14deeeef802b81153fec8b57711e724

Observation f8129e36-87b5-42d8-895c-2543629ac129 · outbound

This paper cites CLEVRER: CoLlision Events for Video REpresentation and Reasoning.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios CLEVRER: CoLlision Events for Video REpresentation and Reasoning

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-12T16:16:02.778045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.778045Z digest=sha256:5548f10a22c161114bb2d14511411f76cd4fda0be04e29459ab4af4f67924a50

Observation c01d822d-ec17-4277-937c-fa324492d917 · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-12T16:16:02.781986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.781986Z digest=sha256:16c95ca3854fd17e05ed6f9eb924431b35901a4c555ba7577a4454abfb6e12df

Observation c685a856-19e8-443f-a769-536199029640 · outbound

This paper cites Self-Chained Image-Language Model for Video Localization and Question Answering.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Self-Chained Image-Language Model for Video Localization and Question Answering

Reference 86

Resolution
unresolved
no resolver link, observed 2026-08-12T16:16:02.785135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:16:02.785135Z digest=sha256:688f956eead18bad722d5a4fb72cdeec2f385fa53c3c030c70a8191688a143ae

Observation dabf8c7b-6140-4a64-9740-89541588f395 · outbound

This paper cites an unresolved cited work.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Unresolved cited work

Reference 87

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:16:03.059839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.789539Z digest=sha256:b46f1014626699960e7d1c424a0c222073678b5ed137317e7342d07233cb4e53

Observation 098ca06b-ef8f-419e-a0e6-ac27f8c018ba · outbound

This paper cites find object close to front.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios find object close to front

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T16:16:03.042310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.792700Z digest=sha256:3ee7e3e893f4f400b3ee132e4df6ff260d36693c6a944db83a32496a9ae20168

Observation a2c2358f-d998-478d-bc9b-f086d7715de3 · outbound

This paper cites primary color is.

Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios primary color is

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T16:16:03.031468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T16:16:02.796860Z digest=sha256:71ec37119f7d2f9d91f950d9dc51b9d4bcccb80158772ba76a69a453fd4f2abf

Pith citing papers

No inbound Pith citation observations are available.