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Paper Citation Record · LEDGER

Active Test-time Vision-Language Navigation

As of 19 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 2 inbound Pith citation observations for arXiv:2506.06630.

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

pith.paper-citation-record.v1
2506.06630 v1

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T06:00:43.886606Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T01:55:01.471068Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T14:08:21.412919Z

Reference resolution

58 of 58 outbound references displayed

  • verified exact1
  • verified fuzzy38
  • unresolved18
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5fe155d1-3e02-455b-9df5-919ba2a1ecf6 · outbound

This paper cites Vision-and-language navigation: Interpreting visually-grounded navigation instructions in real environments.

Active Test-time Vision-Language Navigation Vision-and-language navigation: Interpreting visually-grounded navigation instructions in real environments

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.313518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 9690027e-81c3-4d22-b621-b27426f4d231 · outbound

This paper cites Counterfactual vision-and-language navigation: Unravelling the unseen.

Active Test-time Vision-Language Navigation Counterfactual vision-and-language navigation: Unravelling the unseen

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.298774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:38.257007Z digest=sha256:dfb28de3c313662f4571d62acb54e28bd359d38404b94f693bdcbdae7ebc4031

Observation 24dfbdf7-1a5f-467f-bbf9-e0c423bcaac1 · outbound

This paper cites Envedit: Environment editing for vision-and-language navigation.

Active Test-time Vision-Language Navigation Envedit: Environment editing for vision-and-language navigation

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.283990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:38.327942Z digest=sha256:865f0bc09e260adf4bf6eca68a111bf08c9d4efa2a48b9e5d401fd148ebd59f8

Observation aaa69baa-906e-45c8-b3b6-e63b0a4c346d · outbound

This paper cites Think global, act local: Dual-scale graph transformer for vision-and-language navigation.

Active Test-time Vision-Language Navigation Think global, act local: Dual-scale graph transformer for vision-and-language navigation

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T06:00:38.417710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:38.417710Z digest=sha256:9ecebefcf93ba34dced729fe52f2c4f50d3e04b0998f890d668aa767a84c42b6

Observation f8b4e1a9-2b64-4c4a-9043-d28ddef77f55 · outbound

This paper cites History aware multimodal transformer for vision-and-language navigation.

Active Test-time Vision-Language Navigation History aware multimodal transformer for vision-and-language navigation

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.260060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:38.486728Z digest=sha256:e26008d0b8d274bb14f5162f1f34a252cddbf38756200330e83a233e94767ba4

Observation 3add271c-04d0-4b6e-afc5-a8ff66811cd1 · outbound

This paper cites Etpnav: Evolving topological planning for vision-language navigation in continuous environments.

Active Test-time Vision-Language Navigation Etpnav: Evolving topological planning for vision-language navigation in continuous environments

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.245733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:38.563389Z digest=sha256:28938d73709fa1d56ab6c332d1895c41e7ecb2a191963866b062e4c2cede196a

Observation 10880d7f-f650-47ea-9cb1-8f69e23851ff · outbound

This paper cites Tent: Fully Test-time Adaptation by Entropy Minimization.

Active Test-time Vision-Language Navigation Tent: Fully Test-time Adaptation by Entropy Minimization

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T06:00:38.653289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:38.653289Z digest=sha256:6eb39a61172d5f9b0a6baea9f2998c707fb68c1d41fa7b889d0a0537a4f3b81c

Observation 740a54ba-ceb4-4112-8abc-d591a57ab18e · outbound

This paper cites Continual test-time domain adaptation.

Active Test-time Vision-Language Navigation Continual test-time domain adaptation

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T06:00:38.779753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:38.779753Z digest=sha256:136e3aa87b1ad81302bc328e11f601c6898287a8073adf9c8d5c98e05138a4f8

Observation 54eaa044-87ad-4b4d-ad14-43cb321311c6 · outbound

This paper cites Test time adaptation via conjugate pseudo-labels.

Active Test-time Vision-Language Navigation Test time adaptation via conjugate pseudo-labels

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.220648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:38.864545Z digest=sha256:83ee4fafcf246a14e0a11203f0a82d4f345fbf2bc6804e766a2e4ec091711379

Observation 94a59524-00f3-4b8f-9983-c79b1171a219 · outbound

This paper cites Towards test time adaptation via calibrated entropy minimization.

Active Test-time Vision-Language Navigation Towards test time adaptation via calibrated entropy minimization

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.207162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:38.949444Z digest=sha256:5abf47e314bba6a7af1534f4b7962189ae968f4e36592db1119b03c4b62c7193

Observation 6449393e-7c22-45a7-923d-cdc624dc669f · outbound

This paper cites Test-time adaptation on noisy data via model-pruning- based filtering and flatness-aware entropy minimization.

Active Test-time Vision-Language Navigation Test-time adaptation on noisy data via model-pruning- based filtering and flatness-aware entropy minimization

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.192953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:39.015903Z digest=sha256:ada8979465679b4458ba5162877ccd747da34b01a4e3d96b8dcacb6d0704cdcf

Observation 9f796cee-dd38-4532-9106-77f7714fc6f1 · outbound

This paper cites Active learning literature survey.

Active Test-time Vision-Language Navigation Active learning literature survey

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T06:00:39.100300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:39.100300Z digest=sha256:80a58d720638fe2bb335087a9a3ac3dc3eff455b681969b4509944a7f417bec3

Observation d75686a6-3ccb-4ede-ac11-44a317fdf180 · outbound

This paper cites A survey on deep active learning: Recent advances and new frontiers.

Active Test-time Vision-Language Navigation A survey on deep active learning: Recent advances and new frontiers

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.169447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:39.190913Z digest=sha256:405c1761f6b9e36a1a6fae48f857bb7e6342ec3cf7f3f7cb7232b4aba771056d

Observation 3801679f-d502-48cf-9104-7627787c6507 · outbound

This paper cites Entropy-based active learning for object detection with progressive diversity constraint.

Active Test-time Vision-Language Navigation Entropy-based active learning for object detection with progressive diversity constraint

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.154954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:39.223750Z digest=sha256:944cc85ad4ff561c1eb32980e785eec2cda5083f282664a611047cac71dea2e1

Observation 80f95cc2-bdf6-44a3-a1a4-d639c81fc752 · outbound

This paper cites Active learning helps pretrained models learn the intended task.

Active Test-time Vision-Language Navigation Active learning helps pretrained models learn the intended task

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.141141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:39.322110Z digest=sha256:f5632c8c4aecc2ec48ed71d5a20186ad56c84bd344871149b891d96be9ea670e

Observation 368c4669-b019-4fd0-b90e-c821ea719cf9 · outbound

This paper cites Margin-based sampling in high dimensions: When being active is less efficient than staying passive.

Active Test-time Vision-Language Navigation Margin-based sampling in high dimensions: When being active is less efficient than staying passive

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.127235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:39.419191Z digest=sha256:29c9a8927629180dbd9c326706a4773e49b271f37234fdc9fd78183f3bbc8556

Observation ebc3a283-f873-484a-b0a6-1a4ac8ea5cbb · outbound

This paper cites Reverie: Remote embodied visual referring expression in real indoor environments.

Active Test-time Vision-Language Navigation Reverie: Remote embodied visual referring expression in real indoor environments

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T06:00:39.549479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:39.549479Z digest=sha256:690eb58ce93714020ec334cb3da898d80327c4c117197d1707cbe906e7864909

Observation 890a8ee1-e9b4-4e61-8a7f-e8bc2141d861 · outbound

This paper cites Beyond the nav- graph: Vision-and-language navigation in continuous environments.

Active Test-time Vision-Language Navigation Beyond the nav- graph: Vision-and-language navigation in continuous environments

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.103624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:39.629395Z digest=sha256:4fc12c069ce8c8ca4b68d5c0b70163f7002d7c12d13f5cbb00e579444ab13c3e

Observation 3a5c9df8-ed45-4ae9-852a-5ca7a77ada0c · outbound

This paper cites Vision-Language Navigation with Embodied Intelligence: A Survey.

Active Test-time Vision-Language Navigation Vision-Language Navigation with Embodied Intelligence: A Survey

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T06:00:39.716073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:39.716073Z digest=sha256:3358616906a4ad4986c6a4f8182112027200011d0a5eeba6a9bb46b7f4434e5f

Observation 0171d0b8-a031-480f-985e-a1c40d6bda47 · outbound

This paper cites Vision-language navigation: a survey and taxonomy.

Active Test-time Vision-Language Navigation Vision-language navigation: a survey and taxonomy

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.089346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:39.812019Z digest=sha256:a038d4384972ae64811c99eeb6f88eaf398c15fb73ce5a2e2e575da97fa21014

Observation 0f84516b-9f6d-496b-b2ed-bf3cf70c9f10 · outbound

This paper cites Vision-and-Language Navigation: A Survey of Tasks, Methods, and Future Directions.

Active Test-time Vision-Language Navigation Vision-and-Language Navigation: A Survey of Tasks, Methods, and Future Directions

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T06:00:39.901256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:39.901256Z digest=sha256:0f7492c54fee128ca603ed040d41fbf04a34c49c58d7799da204a13ca9dff64f

Observation 2bddf600-71aa-467f-a3ab-9e52671add0e · outbound

This paper cites Neighbor-view en- hanced model for vision and language navigation.

Active Test-time Vision-Language Navigation Neighbor-view en- hanced model for vision and language navigation

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.075919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:40.001830Z digest=sha256:f1202bb6200cdec7c819315b8b7a5447d960277d5fcc0a1f7525d9c215b8663a

Observation 9a8a52a6-cf30-4e2c-9a46-df20675c5d52 · outbound

This paper cites Vision-language navigation policy learning and adaptation.

Active Test-time Vision-Language Navigation Vision-language navigation policy learning and adaptation

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.062019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:40.099734Z digest=sha256:0409d0436a03d8636b037bf0a8a9c8dafe404c23ac463a4f51da489082b5c866

Observation 342a0bce-8fb4-4c07-84d5-4b20327fc6c5 · outbound

This paper cites Attention is all you need.

Active Test-time Vision-Language Navigation Attention is all you need

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T06:00:40.199212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:40.199212Z digest=sha256:7181d94908805a099b0fb42ae9db8711943fa1c9088eaf05d98e4083ea3790b7

Observation 6a9b9f98-1dd8-4c57-99a5-f62bc6b2ebc4 · outbound

This paper cites V olumetric environment representation for vision- language navigation.

Active Test-time Vision-Language Navigation V olumetric environment representation for vision- language navigation

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.038247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:40.295833Z digest=sha256:2856972723a713017e3e1c31036561d8689769407ae8f8e79c6a2816777a2471

Observation 079758db-6389-4a30-b547-5128f4322d4e · outbound

This paper cites Towards learning a generic agent for vision-and-language navigation via pre-training.

Active Test-time Vision-Language Navigation Towards learning a generic agent for vision-and-language navigation via pre-training

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.024205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:40.433012Z digest=sha256:565ebc08511103754b365b80c8948b44d44b7dc3b6f7f24a6fe5d783b1096d90

Observation c5945391-2b53-42d2-95ae-893f42a4c87a · outbound

This paper cites A Dual Semantic-Aware Recurrent Global-Adaptive Network For Vision-and-Language Navigation.

Active Test-time Vision-Language Navigation A Dual Semantic-Aware Recurrent Global-Adaptive Network For Vision-and-Language Navigation

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T06:00:40.559291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:40.559291Z digest=sha256:c2d3363a01ed16752a63232ec479f483e0b1b48b45f802d8e25fe2a246463383

Observation 5a5e4bdd-b41e-48b9-adb1-1c9d92fcbbaf · outbound

This paper cites Multimodal attention networks for low-level vision-and-language navigation.

Active Test-time Vision-Language Navigation Multimodal attention networks for low-level vision-and-language navigation

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.009226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:40.702175Z digest=sha256:b1c62dd7d3ae9856dccba349aa6dd66ffea910fd519edf4aa379ee65b005bdb8

Observation 28046fb9-067c-4a27-8a6a-666f92656ba3 · outbound

This paper cites Robust Navigation with Language Pretraining and Stochastic Sampling.

Active Test-time Vision-Language Navigation Robust Navigation with Language Pretraining and Stochastic Sampling

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T06:00:40.867860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:40.867860Z digest=sha256:23b7f195c2fe216d4cd7d810539140e92d54da4503cfbe099b5b1c886bf81892

Observation b4826d0b-4347-4408-a4e0-3033c7409877 · outbound

This paper cites Navgpt: Explicit reasoning in vision-and-language navigation with large language models.

Active Test-time Vision-Language Navigation Navgpt: Explicit reasoning in vision-and-language navigation with large language models

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:45.993184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:41.031795Z digest=sha256:589870ce8da24ebd82d9cf2239e2a05ddcd913b79658b80da7de166b26374684

Observation 535f2e83-5c03-4f45-905d-f2d8d2bb5cfb · outbound

This paper cites Discuss before moving: Visual language navigation via multi-expert discussions.

Active Test-time Vision-Language Navigation Discuss before moving: Visual language navigation via multi-expert discussions

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:45.979928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:41.197864Z digest=sha256:d11195033a877fb1e5954746d26fd69742854d9bece71c70496a413dfe44963f

Observation d09a9d6e-be75-471d-8ed1-9b9f47486482 · outbound

This paper cites Navgpt-2: Unleashing navigational reasoning capability for large vision-language models.

Active Test-time Vision-Language Navigation Navgpt-2: Unleashing navigational reasoning capability for large vision-language models

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:45.965938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:41.366378Z digest=sha256:5b423c61675f9da3c69aaab15c0093ed0e18e395cf277b09ceccf920abcb2ed5

Observation ab005a2d-f6de-46cf-b8fe-5983c8236858 · outbound

This paper cites Fast-slow test-time adaptation for online vision-and- language navigation.

Active Test-time Vision-Language Navigation Fast-slow test-time adaptation for online vision-and- language navigation

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:45.952471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:41.530680Z digest=sha256:43c7c94c825d13245696549628a3dafa16efab05191fa277021084a31ddf11ae

Observation a0dc3bf6-57f0-4173-a534-4292fff55ec8 · outbound

This paper cites Context-guided entropy minimization for semi-supervised domain adaptation.

Active Test-time Vision-Language Navigation Context-guided entropy minimization for semi-supervised domain adaptation

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:45.938883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:41.692767Z digest=sha256:facd9877473aa4d4bd8e12cb46dbbe0ec197a03d4412b2fe7109ee673e9ae50e

Observation 8af798de-0a26-402a-9519-a331da489ce7 · outbound

This paper cites Advent: Ad- versarial entropy minimization for domain adaptation in semantic segmentation.

Active Test-time Vision-Language Navigation Advent: Ad- versarial entropy minimization for domain adaptation in semantic segmentation

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T06:00:41.819140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:41.819140Z digest=sha256:70f73c8b28ded4c25d883f188cef74079e7c9d635445a73b68dabb0939d6984e

Observation 1a45f3ae-50ac-4591-83f2-eb85683646c3 · outbound

This paper cites Entropy minimization versus diversity maximization for domain adaptation.

Active Test-time Vision-Language Navigation Entropy minimization versus diversity maximization for domain adaptation

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:45.916726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:41.950657Z digest=sha256:b0feec7cc290e527a79c211dae4472f99bcc558e08bb81fab9eb5785d4a2a397

Observation a8ad6434-ee05-4ffa-a7d6-75e0e67d0670 · outbound

This paper cites Semi-supervised learning by entropy minimization.

Active Test-time Vision-Language Navigation Semi-supervised learning by entropy minimization

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T06:00:42.101448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:42.101448Z digest=sha256:b9acc78d590937978bab3332ad28ff09895f2fcbc870f033539e3e4f8014b148

Observation 7b97f05f-4333-420e-8fdc-f2d3b6ab6f0b · outbound

This paper cites Mixmatch: A holistic approach to semi-supervised learning.

Active Test-time Vision-Language Navigation Mixmatch: A holistic approach to semi-supervised learning

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T06:00:42.171493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:42.171493Z digest=sha256:81b2ac33d160fb5fd9f8dc2abb358650103f7b63989720fe7a69b3e8603b5be2

Observation 3a0a0721-bb3d-4358-a653-70c2252dcbc6 · outbound

This paper cites Semi-supervised semantic segmentation via entropy minimization.

Active Test-time Vision-Language Navigation Semi-supervised semantic segmentation via entropy minimization

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:45.883035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:42.250247Z digest=sha256:e4bf549e27697d685fb5c43ee67b7ebd67636f0c4c3700bee189f986a0a8e670

Observation d4eada1b-f0b1-4d05-a17f-d8cdcacbde2d · outbound

This paper cites A comprehensive survey on test-time adaptation under distribution shifts.

Active Test-time Vision-Language Navigation A comprehensive survey on test-time adaptation under distribution shifts

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:45.868960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:42.341462Z digest=sha256:3040f2f1788cbfeedd6e9b05075ab22af230b8b5c3dd8242014346adc29f9cff

Observation 1ec1f6ff-061c-4383-b64d-ff5ad73498e6 · outbound

This paper cites Beyond Model Adaptation at Test Time: A Survey.

Active Test-time Vision-Language Navigation Beyond Model Adaptation at Test Time: A Survey

Reference 41

Resolution
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no resolver link, observed 2026-08-07T06:00:42.425040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:42.425040Z digest=sha256:a4d90ce27cf9fcbb396624c0b4175c7c65cd7c5b90ec8a4e8f059b090224cc8c

Observation 92face16-c887-4805-bc82-c7bbe919141b · outbound

This paper cites Unified entropy optimization for open-set test-time adaptation.

Active Test-time Vision-Language Navigation Unified entropy optimization for open-set test-time adaptation

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:45.854770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:42.501718Z digest=sha256:876d0e5a8f338a0afe5bfa50a5af1d7aab60f01a5f05b112cb1e99e5d8e24984

Observation acfb1d6b-4a9e-4b5e-b03b-d630c68c2fff · outbound

This paper cites Note: Robust continual test-time adaptation against temporal correlation.

Active Test-time Vision-Language Navigation Note: Robust continual test-time adaptation against temporal correlation

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:45.840305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:42.572862Z digest=sha256:71c9391a8c098357b0a56a168b9545cd711b7c6e6f69652ddcc87680a784b63c

Observation d9194baa-18d5-4ce8-a14d-74a82a74ace3 · outbound

This paper cites Uncertainty-calibrated test-time model adaptation without forgetting.

Active Test-time Vision-Language Navigation Uncertainty-calibrated test-time model adaptation without forgetting

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T06:00:42.648169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:42.648169Z digest=sha256:2ea2f2e4ddeafb8921da8a67a0de157f43b6331dc3d8394ecbcd63001b81617e

Observation cf03525c-5fc5-4cf1-9758-8d9a8ffd0def · outbound

This paper cites Entropy is not Enough for Test-Time Adaptation: From the Perspective of Disentangled Factors.

Active Test-time Vision-Language Navigation Entropy is not Enough for Test-Time Adaptation: From the Perspective of Disentangled Factors

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T06:00:42.734812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:42.734812Z digest=sha256:e13d649fb9b777c7759f37f2d11f609d0fb120e273da2a39ecf04e62c7c629a8

Observation 097e44d8-adc0-4af3-9976-0d47388d1de0 · outbound

This paper cites A survey of deep active learning.

Active Test-time Vision-Language Navigation A survey of deep active learning

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:45.814961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:42.829487Z digest=sha256:d93888e475bbd8f0a9e933bc56011646b5debae4c8405646a47a1d8062cd1b8d

Observation d55e48b2-155b-4726-be16-aaf14347b4f1 · outbound

This paper cites A survey on active learning and human- in-the-loop deep learning for medical image analysis.

Active Test-time Vision-Language Navigation A survey on active learning and human- in-the-loop deep learning for medical image analysis

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:45.800533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:42.925517Z digest=sha256:a2e4bc0b89a9b16f465b5037a33e2ebe3163d80fb42908936d17c23c2c53b34c

Observation ef41165b-ea33-4252-a234-55cd3158ec32 · outbound

This paper cites A wholistic view of continual learning with deep neural networks: Forgotten lessons and the bridge to active and open world learning.

Active Test-time Vision-Language Navigation A wholistic view of continual learning with deep neural networks: Forgotten lessons and the bridge to active and open world learning

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:45.786868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:42.991652Z digest=sha256:7fd7ff8de0c7efe8e7df67f52e17d5e01375c436a91dac2e8c06d3b54ed5b3a2

Observation 62495516-8e64-4dda-a919-77b777184826 · outbound

This paper cites Few-shot continual active learning by a robot.Advances in Neural Information Processing Systems, 35:30612–30624, 2022.

Active Test-time Vision-Language Navigation Few-shot continual active learning by a robot.Advances in Neural Information Processing Systems, 35:30612–30624, 2022

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:45.740049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:43.082094Z digest=sha256:5494ff962310985f2a87e89c778ac95de6992be956f1319754023baa1644f63c

Observation 7697af3c-f3a7-4e9e-a105-d43de9034bcf · outbound

This paper cites Active Learning for Continual Learning: Keeping the Past Alive in the Present.

Active Test-time Vision-Language Navigation Active Learning for Continual Learning: Keeping the Past Alive in the Present

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T06:00:43.151500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:43.151500Z digest=sha256:4875d87c28ad1ed6d8f59e9fc6d480c8e7f1f507115a32a4f43cdc32b9840e81

Observation 06d9a1bd-6105-43a5-812f-abe77bd42f29 · outbound

This paper cites Transferable query selection for active domain adaptation.

Active Test-time Vision-Language Navigation Transferable query selection for active domain adaptation

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:45.464440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:43.231160Z digest=sha256:ed1cdb025d3fe612ec9e70f3e553828f9c396188e7617da13ef08bc9c82d8d72

Observation 28058942-90ca-4490-a7a4-c9632a182928 · outbound

This paper cites Active Test-Time Adaptation: Theoretical Analyses and An Algorithm.

Active Test-time Vision-Language Navigation Active Test-Time Adaptation: Theoretical Analyses and An Algorithm

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T06:00:43.326790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:43.326790Z digest=sha256:4f7fe8351697aae5058fae88131e2540d9d5ba1fbb305c9fa72e0ee6c67bd64e

Observation 2fd36c0e-5fb0-4a51-8568-c3abcd391d4b · outbound

This paper cites Effortless Active Labeling for Long-Term Test-Time Adaptation.

Active Test-time Vision-Language Navigation Effortless Active Labeling for Long-Term Test-Time Adaptation

Reference 53

Resolution
verified exact
local_arxiv, observed 2026-08-07T06:00:44.096639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:43.424416Z digest=sha256:6584ac9623e22298ac953c217e8171abc6ac59702c2169e61c73709414be3a51

Observation 190b69fe-f5bb-4b60-95b0-dacbb47e130e · outbound

This paper cites Bevbert: Multimodal map pre-training for language-guided navigation.

Active Test-time Vision-Language Navigation Bevbert: Multimodal map pre-training for language-guided navigation

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:45.186885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:43.520365Z digest=sha256:654ab5946d6d581296f6b27c76273133e2f6fe0277a9772479a2af3007670297

Observation 9ff7de12-2343-43a7-8cc3-b65cdbbe7b66 · outbound

This paper cites Vision- and-language navigation via causal learning.

Active Test-time Vision-Language Navigation Vision- and-language navigation via causal learning

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:44.935418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:43.608831Z digest=sha256:eaa47b40a454ef55141ba21b3c37e21aaa6b4c9c16373b57735d069ceedb2600

Observation b2b4e1ca-b8ba-4d01-a16d-df92ab00e9d1 · outbound

This paper cites Rrex- bot: Remote referring expressions with a bag of tricks.

Active Test-time Vision-Language Navigation Rrex- bot: Remote referring expressions with a bag of tricks

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:44.641156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:43.709446Z digest=sha256:8f5b9ab9013f4f288d4ff6ecd4d7d6b583b5ae4f0d5c5b5f45dbc52b9be7d202

Observation 40eb3cfb-fbc7-4c94-b58c-5d6ecfe1b309 · outbound

This paper cites Matterport3d: Learning from rgb-d data in indoor environments, 2017.

Active Test-time Vision-Language Navigation Matterport3d: Learning from rgb-d data in indoor environments, 2017

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:44.503602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:43.798760Z digest=sha256:09a0670458dee4e9cf652ef5b6a49a5dac0f95b51c29036c9243d42eff101987

Observation 9b828d91-dca9-4431-9db3-836df492654b · outbound

This paper cites Turn on the faucet in the bathroom with a dark green hand towel hanging from the towel rack.

Active Test-time Vision-Language Navigation Turn on the faucet in the bathroom with a dark green hand towel hanging from the towel rack

Reference 58

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T06:00:44.365264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T06:00:43.886606Z digest=sha256:98fa24400620b941bd9741d7002ae7988e9da721e4ef4379a8865ac53cc81d21

Pith citing papers

Observation ccb0bb61-d78b-41a0-a299-5d035aa35ac5 · inbound

Path-level Hindsight Instructions for Semantic Exploration in Vision-Language Navigation cites this paper.

Path-level Hindsight Instructions for Semantic Exploration in Vision-Language Navigation Active Test-time Vision-Language Navigation

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-07-03T14:08:21.414467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-03T14:04:46.400336Z digest=sha256:05e7694209fdfc6bc4f6a51116104316c4431743694826c365331f86ddc89a3f

Observation 9feb1182-8d7b-4286-9b11-8f4da053bbb6 · inbound

VTM-Nav: Harnessing Cross-Episode Experience for Object-Goal Navigation with Hierarchical Visual-Topological Memory cites this paper.

VTM-Nav: Harnessing Cross-Episode Experience for Object-Goal Navigation with Hierarchical Visual-Topological Memory Active Test-time Vision-Language Navigation

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-02T01:55:01.471068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T01:55:01.471068Z digest=sha256:9618f46dade9a7bf10e25d90c7e134a1ca50a2d7f7169c415e45ff181c334bca