Paper Citation Record · LEDGER

Active Test-time Vision-Language Navigation

As of 8 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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+00:00.

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 2026-08-08T06:32:00.761636+00:00.

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 2026-08-08T06:32:00.761636+00:00.

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.

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 2026-08-08T06:32:00.761636+00:00.

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 2026-08-08T06:32:00.761636+00:00.

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.

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.

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 2026-08-08T06:32:00.761636+00:00.

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 2026-08-08T06:32:00.761636+00:00.

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 2026-08-08T06:32:00.761636+00:00.

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.

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 2026-08-08T06:32:00.761636+00:00.

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 2026-08-08T06:32:00.761636+00:00.

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 2026-08-08T06:32:00.761636+00:00.

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 2026-08-08T06:32:00.761636+00:00.

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.

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 2026-08-08T06:32:00.761636+00:00.

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.

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 2026-08-08T06:32:00.761636+00:00.

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.

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 2026-08-08T06:32:00.761636+00:00.

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 2026-08-08T06:32:00.761636+00:00.

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.

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 2026-08-08T06:32:00.761636+00:00.

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 2026-08-08T06:32:00.761636+00:00.

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.

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 2026-08-08T06:32:00.761636+00:00.

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.

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 2026-08-08T06:32:00.761636+00:00.

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 2026-08-08T06:32:00.761636+00:00.

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 2026-08-08T06:32:00.761636+00:00.

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 2026-08-08T06:32:00.761636+00:00.

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 2026-08-08T06:32:00.761636+00:00.

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.

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 2026-08-08T06:32:00.761636+00:00.

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

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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.

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 2026-08-08T06:32:00.761636+00:00.

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 2026-08-08T06:32:00.761636+00:00.

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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 2026-08-08T06:32:00.761636+00:00.

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 2026-08-08T06:32:00.761636+00:00.

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.

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.

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 2026-08-08T06:32:00.761636+00:00.

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 2026-08-08T06:32:00.761636+00:00.

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 2026-08-08T06:32:00.761636+00:00.

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 2026-08-08T06:32:00.761636+00:00.

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.

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 2026-08-08T06:32:00.761636+00:00.

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.

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 2026-08-08T06:32:00.761636+00:00.

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 2026-08-08T06:32:00.761636+00:00.

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 2026-08-08T06:32:00.761636+00:00.

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 2026-08-08T06:32:00.761636+00:00.

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 2026-08-08T06:32:00.761636+00:00.

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 2026-08-08T06:32:00.761636+00:00.

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 2026-08-08T06:32:00.761636+00:00.

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.