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Paper Citation Record · LEDGER

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution

As of 9 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 1 inbound Pith citation observation for arXiv:2509.02415.

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

pith.paper-citation-record.v1
2509.02415 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T11:40:08.372187Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T18:23:24.440340Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

37 of 37 outbound references displayed

  • verified exact0
  • verified fuzzy23
  • unresolved14
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fa7ab65e-1e14-44df-b1e9-978ae432b5a2 · outbound

This paper cites Bangunharcana, J.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Bangunharcana, J

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:40:08.742176Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:06.425184Z digest=sha256:352823b8814cfcd2a428ffacd33b817232f6f50b50239b082e482ac6896e5fc4

Observation 578f845e-08dd-41bc-a85f-d5864c4baa25 · outbound

This paper cites Chang and Y .-S.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Chang and Y .-S

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:40:08.733410Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:06.497202Z digest=sha256:cd78a924cefb48fcb6d361d27b44b42b71028c1979741eac68819470e63f83c7

Observation 8686598c-223b-4125-95c7-eaded10d6ece · outbound

This paper cites Cheng, W.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Cheng, W

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:40:08.724442Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:06.609395Z digest=sha256:3e145bb9ad08a945ccbe914b20b023e3ccb17fe1715156a52c923733e0ec376a

Observation 6feaefd7-0d97-4f10-90f7-a5087704d0b0 · outbound

This paper cites an unresolved cited work.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:08.715105Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:06.718074Z digest=sha256:c24f0510bb5414b15d59d77134ebc447b0b2f585cb7c4f3c4796c555cae9ce16

Observation 8bcaf94f-3642-47ee-8bed-a245e42d1bf1 · outbound

This paper cites Duggal, S.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Duggal, S

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:40:08.706328Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:06.905827Z digest=sha256:d5e8abc31ebc042f874dd2892d5ec6cc03f0c2fb85d243ecad8eadb7b84804fd

Observation 3f81376d-4fa1-46f9-bd6b-b0bd8b9002c3 · outbound

This paper cites Duggal, S.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Duggal, S

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:40:08.696553Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:07.075802Z digest=sha256:317505e7d2cde55992587764d6291893863ce6748519747eb82d5b5c472f50a0

Observation b053603f-6f75-465f-815d-bd0dc815b3d6 · outbound

This paper cites Duggal, S.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Duggal, S

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:40:08.687535Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:07.201178Z digest=sha256:c419a54f3f5714074c5b7a813b771fa0efd2ce1d8fe4976a0e6c51e8c0a941a4

Observation 35223a23-8243-496b-b142-270175fdfa9f · outbound

This paper cites Geiger, P.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Geiger, P

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:40:08.678639Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:07.388729Z digest=sha256:95f47baeef80749ed876bcb5b207b4625d7581a3266303aba7c762e7c8718e4d

Observation 0429db66-a03f-47eb-853e-89f8cf61105f · outbound

This paper cites an unresolved cited work.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:08.669843Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:07.519616Z digest=sha256:f1071a0a4b0eebdf1d9f435e9d3829187be3de2619e768cdb0b8b9c29841fba0

Observation ba598d25-63ef-4345-be82-21c1a82e6059 · outbound

This paper cites Hsieh and S.-S.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Hsieh and S.-S

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:40:08.660577Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:07.707943Z digest=sha256:230bcf52440cf58ea4cac0c19c1a1af55977dcc8e08d75b606a8b6104cdbfec4

Observation dfc7af5d-6039-49c4-a274-d82dcae42708 · outbound

This paper cites Kendall, H.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Kendall, H

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:40:08.651083Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:07.830005Z digest=sha256:d223aeaed4a1afb7733a9871eb798a75725ca00af149a69b6bb12d9c1543985a

Observation b1def137-0abb-452e-859f-926ee40cb839 · outbound

This paper cites Khamis, S.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Khamis, S

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:40:08.641864Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:07.959249Z digest=sha256:c0c882c69530b92d9958967afefe68a7f179db064ff4451bae6184e7806254cd

Observation 8f0666e9-f36c-4c38-94b2-a1e5621791a4 · outbound

This paper cites an unresolved cited work.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:08.631614Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:08.074578Z digest=sha256:f266bc69736c3690f70c283c33ae6f4b2759d7a809b363c6e09745abcf0306ab

Observation 5ac38b08-9dc1-49e8-b53e-79da5bcc1e4d · outbound

This paper cites Liang, Y.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Liang, Y

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:40:08.621913Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:08.165993Z digest=sha256:212575c2824e8f22064a7ffb10a8b65c5f9d4791300709b593354e20038001bd

Observation a75bc41a-67c9-49d1-af91-64691cc5132c · outbound

This paper cites Lipson, Z.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Lipson, Z

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:40:08.612563Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:08.300761Z digest=sha256:12238e771e4047308bde40684c8cffea89653b27ba7c25345c49ed51abc8acac

Observation 5afce0ae-2255-452e-a457-179640e9d814 · outbound

This paper cites Lipson, Z.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Lipson, Z

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:40:08.603464Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:08.308827Z digest=sha256:b30bfbe436af955bebaf77c760da77151574da68936a6214aedb4f44780c8bf5

Observation 48015fbe-4554-4266-833a-a424fb22aff7 · outbound

This paper cites Mayer, E.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Mayer, E

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:40:08.594655Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:08.312186Z digest=sha256:691fc167e2c968d928d77aad418cd402baf8ecae8c00d0d3512b309c4911de0b

Observation 7bf7477e-bdf9-46ee-892b-c645e3f13850 · outbound

This paper cites Menze and A.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Menze and A

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:40:08.585943Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:08.315503Z digest=sha256:47085db6c39c54e753d21779b751b0265cfb703c3b8715cc31f357e1b78b54eb

Observation 0834d29a-c933-4320-9e81-d1538b8b4d2b · outbound

This paper cites Nie, M.-M.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Nie, M.-M

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:40:08.576428Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:08.318198Z digest=sha256:7bf7c2e097712eb28cb99716108cc3107ad5d333cf6a25a63733091dfc0fc4c7

Observation f4b3b983-13e8-4f49-81b9-31c70da9f9b5 · outbound

This paper cites Sandler, A.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Sandler, A

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:40:08.567283Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:08.320838Z digest=sha256:151df26adcba4e795903898ace9498ae1eefd1ebb55920b3e8070682e528b0f1

Observation 8b5e7481-2fda-444e-81ba-879571f7930d · outbound

This paper cites Shamsafar, S.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Shamsafar, S

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:40:08.558361Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:08.323855Z digest=sha256:cedb0b13dcac19a68f1e76ec4906a6fe1c3bf6a76c53ddf447f29c457ee236a3

Observation 2a31dfcc-b470-4aa3-8c6b-a84b62905884 · outbound

This paper cites Tankovich, C.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Tankovich, C

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:40:08.548184Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:08.326675Z digest=sha256:e03a20cd56ef95fff7c4fff4204225218abe46bce3e45a8e21d0e4866db512b8

Observation 1e77f4ad-30c7-41d0-988e-5085a4a159b9 · outbound

This paper cites FADNet++: Real-Time and Accurate Disparity Estimation with Configurable Networks.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution FADNet++: Real-Time and Accurate Disparity Estimation with Configurable Networks

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-05T11:40:08.329630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:40:08.329630Z digest=sha256:859bd5ba864527f4431b4b3d8d9d88cbd2105eabb2c10a4db36498983e4111db

Observation 7b733845-ba58-4555-9514-7fdef8769dd1 · outbound

This paper cites an unresolved cited work.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:08.539565Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:08.332688Z digest=sha256:19a27b46789952faabaf921207589ad4f94f663b5639d7812d3410282039d826

Observation de780995-3a1a-43a2-9c5a-ba059d6229f5 · outbound

This paper cites A Wavelet-based Stereo Matching Framework for Solving Frequency Convergence Inconsistency.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution A Wavelet-based Stereo Matching Framework for Solving Frequency Convergence Inconsistency

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-05T11:40:08.335604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:40:08.335604Z digest=sha256:82114e28493ccd80f67f43dc4143273b2bae9b9beb58e43a0aff7626c9b28e72

Observation 83b02e2f-1688-44f3-99c1-7e06918ebbdd · outbound

This paper cites an unresolved cited work.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:08.530446Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:08.338936Z digest=sha256:2de8496614eafc7c9d007bffc1cd04c10a0157661aff5170715730f0cb3da183

Observation 76796bf2-55f5-4457-a965-c73ce8a5cf72 · outbound

This paper cites an unresolved cited work.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:08.521265Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:08.341694Z digest=sha256:56f0ac6f68f526e9a90ad65efe5509a2faaa2361346cc213a823be9dac65f886

Observation c184d6ba-eb11-4fbf-9efb-41fb1a162129 · outbound

This paper cites an unresolved cited work.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:08.511168Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:08.344536Z digest=sha256:5ad2e9e3f2b7496997e9d40d72faa909d6193441d297e4905001a892ecd6d692

Observation 74785aff-e990-4e88-8f8f-f308f9053d70 · outbound

This paper cites BANet: Bilateral Aggregation Network for Mobile Stereo Matching.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution BANet: Bilateral Aggregation Network for Mobile Stereo Matching

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-05T11:40:08.347767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:40:08.347767Z digest=sha256:2ec5056502176a8850b526ed31cfe02f506bc330accd086ff0dd19a6b5540d41

Observation 1a5b8d7b-fe24-4137-a970-77a214ffac05 · outbound

This paper cites an unresolved cited work.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:08.502426Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:08.350832Z digest=sha256:e703177958af5a2fe0b4a2785b51451484abb0629a10dea1c7debab8d8e07ff8

Observation f8e55b33-3caa-4254-8c33-c7a813624a25 · outbound

This paper cites an unresolved cited work.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:08.493525Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:08.354175Z digest=sha256:1ff0e7ccff9aa74c451624373a13521faafc39191aea53e3fb6aee27bc4e046d

Observation e4dbb716-d91c-47f8-b5ae-82ee1955bc6d · outbound

This paper cites an unresolved cited work.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:08.483164Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:08.357283Z digest=sha256:3b3351c411f8b1c18f5e3c391a2331947b33ba93f018fe0834d4e53bf53e780c

Observation 9debdf6d-c2c2-4e86-b6fb-7fd96ca6a820 · outbound

This paper cites Xu and J.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Xu and J

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:40:08.472777Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:08.360106Z digest=sha256:34b33add8c9780ac3b1ced01c29f858e8600ab3219cc94f507233b43f9db6731

Observation f04438e6-3b21-49a0-b507-f82a240e2c38 · outbound

This paper cites Xu and J.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Xu and J

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:40:08.463228Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:08.363540Z digest=sha256:28e752340cd71e9ea8449c3c5e55ca7d7f4db2e15593ceac73dd1d5113fea5d3

Observation 9670606b-10a9-4ef7-ae05-a7bfea850f25 · outbound

This paper cites an unresolved cited work.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:40:08.453002Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:08.366245Z digest=sha256:1be7c2154cc83c61159e94ff59699172871d5ad155a70795eb70d7e71860e9bf

Observation f867e091-6d90-4428-ada4-f5520a6557d9 · outbound

This paper cites Zenati and N.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Zenati and N

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:40:08.442580Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-05T11:40:08.369032Z digest=sha256:58ac7072a49458f1e73caadd7c2b5d4eb08be95777d0de173f9a4b09f60be47d

Observation 40ec5533-bede-4e48-9f51-0c7966205ad8 · outbound

This paper cites Zheng, X.-M.

Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution Zheng, X.-M

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:40:08.432594Z

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Pith citing papers

Observation 77795658-8d39-44b4-b8f7-6d774098531e · inbound

Multi-Resolution Voxelized Map-Based Stereo Visual-Inertial Odometry cites this paper.

Multi-Resolution Voxelized Map-Based Stereo Visual-Inertial Odometry Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution

Reference 12

Resolution
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no resolver link, observed 2026-08-01T18:23:24.440340Z

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source=pdf_text observed=2026-08-01T18:23:24.440340Z digest=sha256:584e35c1c326f92deb11f65ed217790afbb8f6b5c24ceea301ce378c4313f0b6