Paper Citation Record · LEDGER

DynamicEarth: How Far are We from Open-Vocabulary Change Detection?

As of 17 August 2026, this Paper Citation Record lists 82 of 82 outbound references and 6 inbound Pith citation observations for arXiv:2501.12931.

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

pith.paper-citation-record.v1
2501.12931 v1

Coverage vector

measured 82 of 82 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T16:43:09.740527Z

measured 88 of 88 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T16:41:41.911130Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T20:46:14.177075Z

Reference resolution

82 of 82 outbound references displayed

verified exact2
verified fuzzy47
unresolved33
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fa6a2db2-60e5-4b8c-9ce3-a98d96b9ea01 · outbound

This paper cites Slic superpix- els compared to state-of-the-art superpixel methods.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Slic superpix- els compared to state-of-the-art superpixel methods

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T16:43:09.215721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1191ac1-4e49-42a4-937d-09e3b7f3cb8b · outbound

This paper cites A theoreti- cal framework for unsupervised change detection based on change vector analysis in the polar domain.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? A theoreti- cal framework for unsupervised change detection based on change vector analysis in the polar domain

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T16:43:09.221513Z

Source-reported events for the cited work

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Observation f3934f8e-6d81-4280-b02b-a28ed9270bd9 · outbound

This paper cites Signature verification using a” siamese” time delay neural network.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Signature verification using a” siamese” time delay neural network

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:11.480523Z

Source-reported events for the cited work

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

Observation 4848d24e-f31a-4fa8-8c12-ac821e7d10d5 · outbound

This paper cites Open-Vocabulary Remote Sensing Image Semantic Segmentation.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Open-Vocabulary Remote Sensing Image Semantic Segmentation

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T16:43:09.232828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6725cc4c-0867-4487-82a5-c90c1532ee2a · outbound

This paper cites Unsupervised change detection in satellite images using principal component analysis and k-means clustering.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Unsupervised change detection in satellite images using principal component analysis and k-means clustering

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:11.460826Z

Source-reported events for the cited work

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Observation 64c09e8a-e0aa-46dd-9635-7d68cdec0bb9 · outbound

This paper cites an unresolved cited work.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:43:11.443015Z

Source-reported events for the cited work

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

Observation ada2ac95-f3a7-4ea4-bc8f-5e8a331940b8 · outbound

This paper cites A spatial-temporal attention- based method and a new dataset for remote sensing image change detection.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? A spatial-temporal attention- based method and a new dataset for remote sensing image change detection

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:11.419551Z

Source-reported events for the cited work

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Observation a0b3ba8e-489a-46a0-9de8-de4009533d75 · outbound

This paper cites Rsmamba: Remote sens- ing image classification with state space model.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Rsmamba: Remote sens- ing image classification with state space model

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:11.393631Z

Source-reported events for the cited work

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Observation 95e56297-5ffc-4229-baa7-14e3d9544ed5 · outbound

This paper cites Rsprompter: Learning to prompt for remote sensing instance segmenta- tion based on visual foundation model.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Rsprompter: Learning to prompt for remote sensing instance segmenta- tion based on visual foundation model

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:11.372022Z

Source-reported events for the cited work

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Observation e959a2eb-c6a0-43e5-b8cd-a1cbd54964e0 · outbound

This paper cites Time travelling pixels: Bitemporal features integration with foundation model for remote sensing image change detec- tion.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Time travelling pixels: Bitemporal features integration with foundation model for remote sensing image change detec- tion

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:11.352256Z

Source-reported events for the cited work

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

Observation 84abbfef-1401-42ab-b5f6-aea297125067 · outbound

This paper cites Masked-attention mask transformer for universal image segmentation.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Masked-attention mask transformer for universal image segmentation

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:11.332523Z

Source-reported events for the cited work

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Observation 79a69de3-7529-40dd-99be-cdb9dab299c8 · outbound

This paper cites Cat- seg: Cost aggregation for open-vocabulary semantic seg- mentation.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Cat- seg: Cost aggregation for open-vocabulary semantic seg- mentation

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:11.308887Z

Source-reported events for the cited work

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Observation 66dd78b3-516b-427f-b5f2-8cec9b98caa5 · outbound

This paper cites Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models

Reference 13

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Source-reported events for the cited work

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Observation 619cca91-32a1-4d2d-8624-42449a466969 · outbound

This paper cites Feature-guided multi- task change detection network.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Feature-guided multi- task change detection network

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:11.287795Z

Source-reported events for the cited work

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

Observation f6f28cfe-b525-43e0-b397-2465c9ea5321 · outbound

This paper cites Tchange: a hybrid transformer-cnn change detection network.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Tchange: a hybrid transformer-cnn change detection network

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:11.267804Z

Source-reported events for the cited work

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

Observation 89fcd4dc-892b-4f6f-a080-40439cee6e9b · outbound

This paper cites Un- supervised deep slow feature analysis for change detection in multi-temporal remote sensing images.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Un- supervised deep slow feature analysis for change detection in multi-temporal remote sensing images

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:11.248502Z

Source-reported events for the cited work

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

Observation 5625214b-fdcf-45f0-9904-1162eed946cd · outbound

This paper cites Convolutional neural network features based change detection in satellite images.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Convolutional neural network features based change detection in satellite images

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:11.227203Z

Source-reported events for the cited work

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

Observation 4e7bef36-e96c-4a1f-90f3-682f6a44f85e · outbound

This paper cites Changer: Feature inter- action is what you need for change detection.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Changer: Feature inter- action is what you need for change detection

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:11.200429Z

Source-reported events for the cited work

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

Observation 58c2b561-128e-4f41-a9da-a6ee0a543128 · outbound

This paper cites Snunet-cd: A densely connected siamese network for change detection of vhr images.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Snunet-cd: A densely connected siamese network for change detection of vhr images

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:11.182745Z

Source-reported events for the cited work

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Observation bb875f73-dd24-4052-ada2-0a6cc497c3b3 · outbound

This paper cites Procedures for change detection using landsat digital data.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Procedures for change detection using landsat digital data

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:11.166142Z

Source-reported events for the cited work

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

Observation 45d15fbf-e597-4438-8717-1df21b9d4fd0 · outbound

This paper cites Fully convolutional networks for multisource building extraction from an open aerial and satellite imagery data set.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Fully convolutional networks for multisource building extraction from an open aerial and satellite imagery data set

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:11.148730Z

Source-reported events for the cited work

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

Observation b4935e8b-5245-47f1-aa42-f24b2b15b614 · outbound

This paper cites Segment anything in high qual- ity.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Segment anything in high qual- ity

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:11.131347Z

Source-reported events for the cited work

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

Observation 39da8c12-bb20-4f2f-919e-af215810d924 · outbound

This paper cites Segment any- thing.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Segment any- thing

Reference 23

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Source-reported events for the cited work

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Observation 01ceccfb-a6e0-429b-81d7-96eb70c54786 · outbound

This paper cites Clearclip: Decom- posing clip representations for dense vision-language infer- ence.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Clearclip: Decom- posing clip representations for dense vision-language infer- ence

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:11.102126Z

Source-reported events for the cited work

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

Observation 63d6ef24-db5a-4aef-8b69-aa9e9143a0f1 · outbound

This paper cites Proxyclip: Proxy attention improves clip for open-vocabulary segmentation.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Proxyclip: Proxy attention improves clip for open-vocabulary segmentation

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:11.084749Z

Source-reported events for the cited work

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

Observation 8f6033fd-abc2-4b10-b59b-50e6d72845c3 · outbound

This paper cites Language-driven Semantic Segmentation.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Language-driven Semantic Segmentation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T16:43:09.361811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d098819a-2775-4429-93bd-3bc9a15bc2b1 · outbound

This paper cites Semicd-vl: Visual- language model guidance makes better semi-supervised change detector.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Semicd-vl: Visual- language model guidance makes better semi-supervised change detector

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:11.066692Z

Source-reported events for the cited work

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

Observation 66306ebf-70b8-4a66-aa69-9ce950c69c97 · outbound

This paper cites A new learn- ing paradigm for foundation model-based remote-sensing change detection.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? A new learn- ing paradigm for foundation model-based remote-sensing change detection

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:11.048813Z

Source-reported events for the cited work

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

Observation 71cf464d-18cb-4a5e-ab47-8ef75044e01e · outbound

This paper cites Open-CD: A Comprehensive Toolbox for Change Detection.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Open-CD: A Comprehensive Toolbox for Change Detection

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T16:43:09.379817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cce0fa0-2baa-498d-a2fb-e1fe7d71c4cc · outbound

This paper cites SegEarth-OV: Towards Training-Free Open-Vocabulary Segmentation for Remote Sensing Images.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? SegEarth-OV: Towards Training-Free Open-Vocabulary Segmentation for Remote Sensing Images

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T16:43:09.385789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00def3c0-a1d3-4d9e-aa80-b9080bfaaa62 · outbound

This paper cites Open-vocabulary semantic segmentation with mask-adapted clip.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Open-vocabulary semantic segmentation with mask-adapted clip

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:11.028116Z

Source-reported events for the cited work

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

Observation 1e8bb0e8-ae27-4db2-87c4-c583ca296cff · outbound

This paper cites Improved baselines with visual instruction tuning.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Improved baselines with visual instruction tuning

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T16:43:09.398072Z

Source-reported events for the cited work

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Observation f7e34b50-d105-4058-8e67-3233e26d89ae · outbound

This paper cites Visual instruction tuning.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Visual instruction tuning

Reference 33

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Source-reported events for the cited work

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Observation 6138e384-7af9-49ef-866a-41c8be35ec8f · outbound

This paper cites A cnn-transformer network with multiscale context aggrega- tion for fine-grained cropland change detection.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? A cnn-transformer network with multiscale context aggrega- tion for fine-grained cropland change detection

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:10.985561Z

Source-reported events for the cited work

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Observation a93db576-dcd4-4884-ae12-be397b5f19a8 · outbound

This paper cites Grounding dino: Marrying dino with grounded pre-training for open-set object detection.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Grounding dino: Marrying dino with grounded pre-training for open-set object detection

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:10.964822Z

Source-reported events for the cited work

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

Observation a2c1b6df-6c4f-4e55-a1cb-ba52e0c078a3 · outbound

This paper cites Change detection techniques.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Change detection techniques

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:10.944554Z

Source-reported events for the cited work

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

Observation 03e60384-4797-4c76-8739-cc1b114a1591 · outbound

This paper cites Digital change detection using remotely sensed data for monitoring green space destruction in tabriz.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Digital change detection using remotely sensed data for monitoring green space destruction in tabriz

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:10.925539Z

Source-reported events for the cited work

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Observation f79fbeb3-07b8-4e2c-9048-e73892b35f8a · outbound

This paper cites Change vector analysis: An approach for detecting forest changes with landsat.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Change vector analysis: An approach for detecting forest changes with landsat

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:10.908689Z

Source-reported events for the cited work

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

Observation aaf1ff4f-8e6c-41c7-849b-63064490d3c1 · outbound

This paper cites DINOv2: Learning Robust Visual Features without Supervision.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? DINOv2: Learning Robust Visual Features without Supervision

Reference 39

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Source-reported events for the cited work

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Observation 7c85c6f6-7652-4c9e-b7b8-0fe05963e0ad · outbound

This paper cites Detecting building changes with off-nadir aerial images.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Detecting building changes with off-nadir aerial images

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:10.888596Z

Source-reported events for the cited work

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

Observation 06118b23-bbfa-4f92-b99d-8d9052caa394 · outbound

This paper cites Deep learning change detection techniques for optical remote sensing imagery: Status, perspectives and challenges.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Deep learning change detection techniques for optical remote sensing imagery: Status, perspectives and challenges

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:10.870075Z

Source-reported events for the cited work

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

Observation f2b0e9a2-888f-4465-981c-3e0c12c8458b · outbound

This paper cites Learning transferable visual models from natural language supervi- sion.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Learning transferable visual models from natural language supervi- sion

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-10T16:43:09.462552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7adf3f5-dc20-4b3a-ab3f-003b55c31171 · outbound

This paper cites SAM 2: Segment Anything in Images and Videos.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? SAM 2: Segment Anything in Images and Videos

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-10T16:43:09.468240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e540f72a-12e6-4693-a15e-788207361caf · outbound

This paper cites Learning a classification model for segmen- tation.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Learning a classification model for segmen- tation

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:10.838556Z

Source-reported events for the cited work

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

Observation 4087f4e9-8b75-4bc5-a90f-12c57b4e8762 · outbound

This paper cites Segment anything, from space? In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, pages 8355–8365, 2024.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Segment anything, from space? In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, pages 8355–8365, 2024

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:10.820753Z

Source-reported events for the cited work

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

Observation 43ba7862-4dfc-49ba-8513-1ef839c95840 · outbound

This paper cites DINO-X: A Unified Vision Model for Open-World Object Detection and Understanding.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? DINO-X: A Unified Vision Model for Open-World Object Detection and Understanding

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-10T16:43:09.496508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 815082c3-3ac1-4123-9d50-e68c527d6714 · outbound

This paper cites Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-10T16:43:09.507317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e5e3900-a381-4b0b-991a-3d9bc4c0212f · outbound

This paper cites Unsupervised deep change vector analysis for multiple- change detection in vhr images.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Unsupervised deep change vector analysis for multiple- change detection in vhr images

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:10.804433Z

Source-reported events for the cited work

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

Observation 10531a30-8306-4fd9-8491-25d9be48cf36 · outbound

This paper cites S2looking: A satellite side-looking dataset for building change detection.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? S2looking: A satellite side-looking dataset for building change detection

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:10.784375Z

Source-reported events for the cited work

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

Observation 0f3e624c-74ab-4fae-b673-c9c2da3c8567 · outbound

This paper cites Aligning and prompting everything all at once for univer- sal visual perception.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Aligning and prompting everything all at once for univer- sal visual perception

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:10.764447Z

Source-reported events for the cited work

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

Observation be5d9257-1d60-4fb7-9b2d-65b7bf771450 · outbound

This paper cites Normalized cuts and image segmentation.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Normalized cuts and image segmentation

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:10.743996Z

Source-reported events for the cited work

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

Observation 4a02d6f4-2d10-4c6e-96ac-b651fa3d5758 · outbound

This paper cites TinySAM: Pushing the Envelope for Efficient Segment Anything Model.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? TinySAM: Pushing the Envelope for Efficient Segment Anything Model

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-10T16:43:09.545472Z

Source-reported events for the cited work

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Observation 6d452502-e1b9-4a79-b2e4-13347782faeb · outbound

This paper cites an unresolved cited work.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:43:10.725643Z

Source-reported events for the cited work

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

Observation 977b6076-21fb-4e37-b85c-0cf11229c30e · outbound

This paper cites Segment Change Model (SCM) for Unsupervised Change detection in VHR Remote Sensing Images: a Case Study of Buildings.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Segment Change Model (SCM) for Unsupervised Change detection in VHR Remote Sensing Images: a Case Study of Buildings

Reference 54

Resolution: verified exact; local_arxiv, observed 2026-08-10T16:43:10.240568Z

Source-reported events for the cited work

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

Observation f628f59a-ee5e-45d8-a1a9-18b6d84f455e · outbound

This paper cites an unresolved cited work.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:43:10.705643Z

Source-reported events for the cited work

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

Observation 6071e7da-dba0-4873-a480-141443a02517 · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Gemma: Open Models Based on Gemini Research and Technology

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-10T16:43:09.571046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09cd19d3-cd9a-47e0-af74-4233db65d2d7 · outbound

This paper cites Hi-UCD: A Large-scale Dataset for Urban Semantic Change Detection in Remote Sensing Imagery.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Hi-UCD: A Large-scale Dataset for Urban Semantic Change Detection in Remote Sensing Imagery

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-10T16:43:09.577963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef8294d1-0490-4724-9b73-a0bd8d63ed4f · outbound

This paper cites Large-scale deep learning based binary and semantic change detection in ultra high resolution remote sensing imagery: From benchmark datasets to urban application.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Large-scale deep learning based binary and semantic change detection in ultra high resolution remote sensing imagery: From benchmark datasets to urban application

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:10.683607Z

Source-reported events for the cited work

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

Observation 038a1890-4449-4ddd-ac49-1f7d58ea557f · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-10T16:43:09.592882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e521151-6ac0-456f-b25b-fbbf927ca0f4 · outbound

This paper cites Attention is all you need.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Attention is all you need

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-10T16:43:09.602748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e50146ab-3b29-4d48-84c2-c7996ed45a13 · outbound

This paper cites Sclip: Rethink- ing self-attention for dense vision-language inference.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Sclip: Rethink- ing self-attention for dense vision-language inference

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:10.651000Z

Source-reported events for the cited work

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

Observation 8f0d0bae-5158-48cc-bb20-57a62ed3311a · outbound

This paper cites Test-time Contrastive Concepts for Open-world Semantic Segmentation with Vision-Language Models.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Test-time Contrastive Concepts for Open-world Semantic Segmentation with Vision-Language Models

Reference 62

Resolution: verified exact; local_arxiv, observed 2026-08-10T16:43:10.139844Z

Source-reported events for the cited work

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

Observation be60d627-9820-42f3-91e8-1eb5fcfb932c · outbound

This paper cites Florence-2: Advancing a unified representation for a variety of vision tasks.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Florence-2: Advancing a unified representation for a variety of vision tasks

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:10.630805Z

Source-reported events for the cited work

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

Observation 1d8276f0-cc8d-4d23-8bcf-6b176bbdd93d · outbound

This paper cites Groupvit: Semantic segmentation emerges from text supervision.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Groupvit: Semantic segmentation emerges from text supervision

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:10.613316Z

Source-reported events for the cited work

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

Observation f32a78ff-62cd-4d96-9285-95f5e245f362 · outbound

This paper cites Side adapter network for open-vocabulary semantic segmentation.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Side adapter network for open-vocabulary semantic segmentation

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:10.596799Z

Source-reported events for the cited work

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

Observation 78fbd98d-19e7-404b-889f-62f2463f5d67 · outbound

This paper cites xgen-mm (blip-3): A family of open large multimodal models.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? xgen-mm (blip-3): A family of open large multimodal models

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-10T16:43:09.644063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a61da86-e43c-49e3-a7fa-7a5cfcb6ab68 · outbound

This paper cites Semantic Change Detection with Asymmetric Siamese Networks.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Semantic Change Detection with Asymmetric Siamese Networks

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-10T16:43:09.650360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e91a0e34-91f6-4053-88fc-bc77c43e433e · outbound

This paper cites Asymmetric siamese networks for semantic change detection in aerial im- ages.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Asymmetric siamese networks for semantic change detection in aerial im- ages

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:10.578247Z

Source-reported events for the cited work

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

Observation c1e5f0d8-8c84-4c3a-8936-9fd11bf52af4 · outbound

This paper cites UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-10T16:43:09.663654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0679c1e6-af2f-4b51-8d47-ee8f41876947 · outbound

This paper cites To- wards open-vocabulary remote sensing image semantic seg- mentation.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? To- wards open-vocabulary remote sensing image semantic seg- mentation

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:10.560492Z

Source-reported events for the cited work

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

Observation c5bca36c-e622-427b-88b2-d66bc8c7f6a5 · outbound

This paper cites Sigmoid loss for language image pre-training.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Sigmoid loss for language image pre-training

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-10T16:43:09.675231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f68eef68-2dc9-48c4-ae95-20c92b927a26 · outbound

This paper cites Faster Segment Anything: Towards Lightweight SAM for Mobile Applications.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Faster Segment Anything: Towards Lightweight SAM for Mobile Applications

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-10T16:43:09.680933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5d3b469-7f9b-4f0c-898e-c00e00aca510 · outbound

This paper cites CorrCLIP: Reconstructing Patch Correlations in CLIP for Open-Vocabulary Semantic Segmentation.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? CorrCLIP: Reconstructing Patch Correlations in CLIP for Open-Vocabulary Semantic Segmentation

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-10T16:43:09.688472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d504390c-e711-4634-8169-2cab194fa9a4 · outbound

This paper cites DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-10T16:43:09.694982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b801171-4260-4fce-96df-322980df3bc0 · outbound

This paper cites Cross-domain landslide mapping from large-scale re- mote sensing images using prototype-guided domain-aware progressive representation learning.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Cross-domain landslide mapping from large-scale re- mote sensing images using prototype-guided domain-aware progressive representation learning

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:10.530842Z

Source-reported events for the cited work

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

Observation a8da6f2b-b9ed-49bf-8aa7-85d952e2a038 · outbound

This paper cites Efficientvit- sam: Accelerated segment anything model without perfor- mance loss.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Efficientvit- sam: Accelerated segment anything model without perfor- mance loss

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:10.513436Z

Source-reported events for the cited work

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

Observation fb0adee8-4abb-44c7-9c6c-6dc1ed168db3 · outbound

This paper cites An Open and Comprehensive Pipeline for Unified Object Grounding and Detection.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? An Open and Comprehensive Pipeline for Unified Object Grounding and Detection

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-10T16:43:09.714650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a26e418d-70a8-4aaa-ac59-d73af69c8ecd · outbound

This paper cites Fast Segment Anything.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Fast Segment Anything

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-10T16:43:09.720417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81de2d0f-ec7a-48dd-8962-d1683d07e88e · outbound

This paper cites Changemask: Deep multi-task encoder- transformer-decoder architecture for semantic change detec- tion.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Changemask: Deep multi-task encoder- transformer-decoder architecture for semantic change detec- tion

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:10.495497Z

Source-reported events for the cited work

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

Observation a884ea80-753b-4462-a9c2-f5f7ec13156f · outbound

This paper cites Segment any change.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Segment any change

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:10.479092Z

Source-reported events for the cited work

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

Observation d798f840-1af2-497e-acd4-9a5c364a9952 · outbound

This paper cites A survey on open- vocabulary detection and segmentation: Past, present, and future.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? A survey on open- vocabulary detection and segmentation: Past, present, and future

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:43:10.462893Z

Source-reported events for the cited work

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

Observation 8692046e-d458-42f5-8eb1-94343348bcfc · outbound

This paper cites Semantic-CD: Remote Sensing Image Semantic Change Detection towards Open-vocabulary Setting.

DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Semantic-CD: Remote Sensing Image Semantic Change Detection towards Open-vocabulary Setting

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-10T16:43:09.740527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation d5fbdaae-bb1e-4233-9719-70f0ad9e626e · inbound

Annotation-Free Open-Vocabulary Segmentation for Remote-Sensing Images cites this paper.

Annotation-Free Open-Vocabulary Segmentation for Remote-Sensing Images DynamicEarth: How Far are We from Open-Vocabulary Change Detection?

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Resolution: unresolved; no resolver link, observed 2026-08-05T16:41:41.911130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71bfbbb4-0589-4630-8f1a-c565062488fd · inbound

SegEarth-OV3: Exploring SAM 3 for Open-Vocabulary Semantic Segmentation in Remote Sensing Images cites this paper.

SegEarth-OV3: Exploring SAM 3 for Open-Vocabulary Semantic Segmentation in Remote Sensing Images DynamicEarth: How Far are We from Open-Vocabulary Change Detection?

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Resolution: verified exact; arxiv_id, observed 2026-05-16T23:53:42.211186Z

Source-reported events for the cited work

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

Observation 4df00cc4-ddb4-4ca0-b31b-30bf6828d18a · inbound

OmniOVCD: Streamlining Open-Vocabulary Change Detection with SAM 3 cites this paper.

OmniOVCD: Streamlining Open-Vocabulary Change Detection with SAM 3 DynamicEarth: How Far are We from Open-Vocabulary Change Detection?

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Resolution: verified exact; arxiv_id, observed 2026-05-16T12:52:53.294685Z

Source-reported events for the cited work

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

Observation a213cbca-9b8b-4933-8545-7077c4a59066 · inbound

Seg2Change: Adapting Open-Vocabulary Semantic Segmentation Model for Remote Sensing Change Detection cites this paper.

Seg2Change: Adapting Open-Vocabulary Semantic Segmentation Model for Remote Sensing Change Detection DynamicEarth: How Far are We from Open-Vocabulary Change Detection?

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:36:02.867042Z

Source-reported events for the cited work

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

Observation 34876e45-82f6-410b-b6d1-0bcf5f017603 · inbound

An Open-Source Benchmark and Baseline for Multi-temporal Referring Segmentation cites this paper.

An Open-Source Benchmark and Baseline for Multi-temporal Referring Segmentation DynamicEarth: How Far are We from Open-Vocabulary Change Detection?

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-07-01T20:46:14.178562Z

Source-reported events for the cited work

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

Observation 58d21dea-1e42-4e73-8d87-fbbb6abca5c8 · inbound

JL1-CC&QA: Extending the JL1-CD Benchmark with Change Captioning and Question Answering cites this paper.

JL1-CC&QA: Extending the JL1-CD Benchmark with Change Captioning and Question Answering DynamicEarth: How Far are We from Open-Vocabulary Change Detection?

Reference 124

Resolution: verified exact; arxiv_id, observed 2026-07-01T10:35:41.443342Z

Source-reported events for the cited work

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