Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection | Paper Citation Record

Observation 8940fa42-0d4c-496b-aede-0af2bc9e3280 · outbound

This paper cites Land use land cover change detection and monitoring of urban growth using remote sensing and GIS techniques: A micro-level study,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection Land use land cover change detection and monitoring of urban growth using remote sensing and GIS techniques: A micro-level study,

Reference 1

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Observation bcfe5ea5-1bfb-47b9-bca4-55f11d75526d · outbound

This paper cites Remote sensing in urban planning: Contri- butions towards ecologically sound policies?.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection Remote sensing in urban planning: Contri- butions towards ecologically sound policies?

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:16.320666Z

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Observation 9a06d1dd-f496-4fd5-a2ce-a11512ceaa8f · outbound

This paper cites Destroyed-buildings detection from VHR SAR images using deep features,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection Destroyed-buildings detection from VHR SAR images using deep features,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:16.302272Z

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Observation ff7edd68-b6ee-49a7-b82f-f3d4cefa8c56 · outbound

This paper cites Fully convolutional siamese networks for change detection,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection Fully convolutional siamese networks for change detection,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:16.284995Z

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Observation fabeaa90-12f6-4646-91ba-3a71a619e38e · outbound

This paper cites Remote sensing image change detection with transformers,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection Remote sensing image change detection with transformers,

Reference 5

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Observation 4c256adf-37cc-43a3-962e-6133a63dfbdd · outbound

This paper cites Mamba: Linear-time sequence modeling with selective state spaces,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection Mamba: Linear-time sequence modeling with selective state spaces,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:14.887670Z

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Observation 806b1757-6cbc-4f13-aaba-b980cf7e49c9 · outbound

This paper cites Segment anything,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection Segment anything,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:16.240202Z

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Observation a626e170-ae37-41bf-8c66-dacaccebd43b · outbound

This paper cites Emerging properties in self-supervised vision transform- ers,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection Emerging properties in self-supervised vision transform- ers,

Reference 8

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Observation 2dd73248-3d91-4dda-934d-7775c0b03dea · outbound

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

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection Learning transferable visual models from natural language supervi- sion,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:14.903616Z

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Observation 9f8e1e7f-abce-4521-981f-a87ab26ce67b · outbound

This paper cites Segment any change,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection Segment any change,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:16.204913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7cc08bd1-e1c9-44bf-8726-d2782d1338db · outbound

This paper cites Segment change model (SCM) for unsupervised change detection in VHR remote sensing images: A case study of buildings,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection Segment change model (SCM) for unsupervised change detection in VHR remote sensing images: A case study of buildings,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:16.187579Z

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Observation 1710f05b-8c9b-46bb-8bc9-eb8064731fb7 · outbound

This paper cites Fast Segment Anything.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection Fast Segment Anything

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:14.920316Z

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Observation 464b0f9f-fa04-468a-886a-8f82a61b24ae · outbound

This paper cites DynamicEarth: How far are we from open-vocabulary change detection?.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection DynamicEarth: How far are we from open-vocabulary change detection?

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:16.170587Z

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Observation 9d2302aa-f1d7-4a0c-ab77-bda78891a5b1 · outbound

This paper cites End-to-end change detection for high resolution satellite images using improved UNet++,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection End-to-end change detection for high resolution satellite images using improved UNet++,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:16.156418Z

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Observation e94bb10c-041a-40af-aabe-0390707e8a74 · outbound

This paper cites A transformer-based siamese net- work for change detection,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection A transformer-based siamese net- work for change detection,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:16.140853Z

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Observation ca6f2e6e-ef76-4cae-8121-008f0927a00d · outbound

This paper cites Hybrid attention-aware transformer network collaborative multiscale feature alignment for building change detection,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection Hybrid attention-aware transformer network collaborative multiscale feature alignment for building change detection,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:16.126292Z

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Observation 9f3520c1-2b84-4935-bdd8-0bd563d1eab2 · outbound

This paper cites ChangeMamba: Re- mote sensing change detection with spatiotemporal state space model,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection ChangeMamba: Re- mote sensing change detection with spatiotemporal state space model,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:14.944393Z

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Observation 27d80d53-36c2-4da3-bc8b-3b36e83f3ec8 · outbound

This paper cites CDMamba: Incorporating local clues into Mamba for remote sensing image binary change detection,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection CDMamba: Incorporating local clues into Mamba for remote sensing image binary change detection,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:16.094886Z

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Observation 483aad60-3a4c-4d56-9760-df8083b6e2ec · outbound

This paper cites S2C: A noise-resistant difference learning framework for unsupervised change detection in VHR remote sensing images,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection S2C: A noise-resistant difference learning framework for unsupervised change detection in VHR remote sensing images,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:16.080399Z

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Observation ed404e33-95a9-4e8c-ab1b-3087fa425686 · outbound

This paper cites Prototype-oriented unsupervised change detection for disaster management,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection Prototype-oriented unsupervised change detection for disaster management,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:16.063365Z

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Observation 0b31f6cd-1584-4400-ab88-d66c92f9b4ed · outbound

This paper cites Unsupervised change detection based on image reconstruction loss,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection Unsupervised change detection based on image reconstruction loss,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:16.047269Z

Source-reported events for the cited work

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Observation da41661d-e285-4c45-8485-e181498ff4e4 · outbound

This paper cites Unsupervised change detection based on image reconstruction loss with segment anything,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection Unsupervised change detection based on image reconstruction loss with segment anything,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:16.032359Z

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Observation a8261cc1-687e-465e-b5e1-57e045393df7 · outbound

This paper cites Exchange means change: An unsupervised single-temporal change detection framework based on intra- and inter-image patch exchange,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection Exchange means change: An unsupervised single-temporal change detection framework based on intra- and inter-image patch exchange,

Reference 23

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Observation c92a5a0c-634a-46d3-b549-f6979220a1e6 · outbound

This paper cites Integrating segment anything model with instance-level change generation for single-temporal unsupervised change detection,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection Integrating segment anything model with instance-level change generation for single-temporal unsupervised change detection,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:16.005565Z

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Observation 3716e59a-6dfa-4e5e-860a-f44bd50b1e7a · outbound

This paper cites Adapting Segment Anything Model for change detection in VHR remote sensing images,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection Adapting Segment Anything Model for change detection in VHR remote sensing images,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:15.987556Z

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Observation 8e3c65cd-6788-4315-8038-f8383fc9cf3e · outbound

This paper cites SCD-SAM: Adapting Segment Anything Model for semantic change 17 detection in remote sensing imagery,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection SCD-SAM: Adapting Segment Anything Model for semantic change 17 detection in remote sensing imagery,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:15.972224Z

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Observation 2ef8d934-1d5e-4834-8dfc-76856c47915e · outbound

This paper cites ESAM-CD: Fine-tuned EfficientSAM network with LoRA for weakly supervised remote sensing image change detection,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection ESAM-CD: Fine-tuned EfficientSAM network with LoRA for weakly supervised remote sensing image change detection,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:15.954064Z

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Observation 4346f46f-8a85-4bdf-a7fd-a61f0084288d · outbound

This paper cites CS-WSCDNet: Class activation mapping and Segment Anything Model-based framework for weakly supervised change detection,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection CS-WSCDNet: Class activation mapping and Segment Anything Model-based framework for weakly supervised change detection,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:15.939650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 244f1c4b-e0db-4796-8f39-66ce103f1ee4 · outbound

This paper cites SemSAM-CD: A novel weakly supervised change detection method based on semantic guidance and Segment Anything Model refinement,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection SemSAM-CD: A novel weakly supervised change detection method based on semantic guidance and Segment Anything Model refinement,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:15.923763Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a06c12c0-94c4-4965-9817-2854bd34dcb3 · outbound

This paper cites SAM 2: Segment anything in images and videos,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection SAM 2: Segment anything in images and videos,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:15.906669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 94bd7d9a-5dee-47fa-9c75-578e3d03c482 · outbound

This paper cites SAM 3: Segment anything with concepts,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection SAM 3: Segment anything with concepts,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:15.891137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e6a35b21-6594-4c68-883c-7702448fb5ec · outbound

This paper cites DINOv2: Learning robust visual features without supervision,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection DINOv2: Learning robust visual features without supervision,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:15.027437Z

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Observation 194318a8-18ad-4fdd-866e-f06b52124471 · outbound

This paper cites Sim ´eoni, H.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection Sim ´eoni, H

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:15.868804Z

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Observation 9f5a3849-c9cc-4362-8296-9eef381df69e · outbound

This paper cites Aligning and prompting everything all at once for universal visual perception,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection Aligning and prompting everything all at once for universal visual perception,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:15.854934Z

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Observation a3977eb1-aefc-4c15-b986-c9dbcbaa484d · outbound

This paper cites SegEarth-OV: Towards training-free open-vocabulary segmentation for remote sensing images,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection SegEarth-OV: Towards training-free open-vocabulary segmentation for remote sensing images,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:15.841616Z

Source-reported events for the cited work

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Observation ff124574-cd74-4d23-a37b-db2c8ee8107e · outbound

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

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection SegEarth-OV3: Exploring SAM 3 for Open-Vocabulary Semantic Segmentation in Remote Sensing Images

Reference 36

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Observation ec7918a8-8d18-4514-9a30-a08accc499e4 · outbound

This paper cites Extract free dense labels from CLIP,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection Extract free dense labels from CLIP,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:15.827515Z

Source-reported events for the cited work

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Observation 1e055855-a978-4801-82e6-5211e1ddc452 · outbound

This paper cites SCLIP: Rethinking self-attention for dense vision-language inference,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection SCLIP: Rethinking self-attention for dense vision-language inference,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:15.814482Z

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Observation b0fd0977-09db-45fc-ac4a-e616739366dd · outbound

This paper cites ProxyCLIP: Proxy attention improves CLIP for open-vocabulary segmentation,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection ProxyCLIP: Proxy attention improves CLIP for open-vocabulary segmentation,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:15.798789Z

Source-reported events for the cited work

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Observation 0ef5d9e6-4185-4471-a873-54a43e5367ab · outbound

This paper cites Semantic-CD: Re- mote sensing image semantic change detection towards open-vocabulary setting,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection Semantic-CD: Re- mote sensing image semantic change detection towards open-vocabulary setting,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:15.784306Z

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Observation 2335bd65-6265-448c-a5d5-ce44c9d6bbde · outbound

This paper cites UniVCD: A new method for unsupervised change detection in the open-vocabulary era,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection UniVCD: A new method for unsupervised change detection in the open-vocabulary era,

Reference 41

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Source-reported events for the cited work

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Observation e36ddbc8-7434-4168-a270-f803e8b56d38 · outbound

This paper cites OpenDPR: Open-vocabulary change detection via vision-centric diffusion-guided prototype retrieval for remote sensing imagery,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection OpenDPR: Open-vocabulary change detection via vision-centric diffusion-guided prototype retrieval for remote sensing imagery,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:15.771312Z

Source-reported events for the cited work

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Observation 36333a37-750c-4e99-8bf5-95b5aabee107 · outbound

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

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection Seg2Change: Adapting Open-Vocabulary Semantic Segmentation Model for Remote Sensing Change Detection

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:15.077563Z

Source-reported events for the cited work

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Observation 4728fbb1-e41f-4512-a017-fc1503907031 · outbound

This paper cites AdaptOVCD: Training-free open-vocabulary remote sensing change detection via adaptive information fusion,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection AdaptOVCD: Training-free open-vocabulary remote sensing change detection via adaptive information fusion,

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:15.083260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94fa3ade-f147-4cce-9ced-e7a4aa244515 · outbound

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

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection OmniOVCD: Streamlining Open-Vocabulary Change Detection with SAM 3

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:15.091270Z

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Observation 3f85e57b-8977-43a0-a2cc-2266f74a328b · outbound

This paper cites CoRegOVCD: Consistency-regularized open-vocabulary change detection,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection CoRegOVCD: Consistency-regularized open-vocabulary change detection,

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:15.097018Z

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Observation 21942156-00e4-41a0-913b-010eb7e8b484 · outbound

This paper cites MemOVCD: Training-Free Open-Vocabulary Change Detection via Cross-Temporal Memory Reasoning and Global-Local Adaptive Rectification.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection MemOVCD: Training-Free Open-Vocabulary Change Detection via Cross-Temporal Memory Reasoning and Global-Local Adaptive Rectification

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:15.101566Z

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Observation 91513fbe-f64d-4af4-af03-8828fb641e3b · outbound

This paper cites ReA-OVCD: Reliability-Aware Open-Vocabulary Change Detection via Semantic and Spatial Refinement.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection ReA-OVCD: Reliability-Aware Open-Vocabulary Change Detection via Semantic and Spatial Refinement

Reference 48

Resolution: verified exact; local_arxiv, observed 2026-08-16T00:37:15.211569Z

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Observation 90418715-d254-47d2-83d2-ab6adb6bcde0 · outbound

This paper cites Changer: Feature interaction is what you need for change detection,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection Changer: Feature interaction is what you need for change detection,

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:15.114085Z

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Observation 898f33ee-6e3e-4e84-9d8c-8dff4dc33fc5 · outbound

This paper cites Learning from noisy pseudo-labels for all-weather land cover mapping,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection Learning from noisy pseudo-labels for all-weather land cover mapping,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:15.750304Z

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Observation 65168d53-ec87-4f17-add3-3a7634b75162 · outbound

This paper cites Symmetric cross entropy for robust learning with noisy labels,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection Symmetric cross entropy for robust learning with noisy labels,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:15.737308Z

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Observation 1f5416c3-9449-46ac-b9ec-7cd10ec63f96 · outbound

This paper cites The Lovasz-Softmax loss: A tractable surrogate for the optimization of the intersection-over- union measure in neural networks,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection The Lovasz-Softmax loss: A tractable surrogate for the optimization of the intersection-over- union measure in neural networks,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:15.723377Z

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Observation 5815d44f-8448-494d-9ed4-ecd3938129fc · outbound

This paper cites V-Net: Fully convolutional neural networks for volumetric medical image segmentation,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection V-Net: Fully convolutional neural networks for volumetric medical image segmentation,

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:15.709054Z

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Observation 958473a0-6946-4cb5-be8a-9b681c6d8d88 · outbound

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

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection A spatial-temporal attention-based method and a new dataset for remote sensing image change detection,

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:15.142686Z

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Observation 9736c5d7-780c-4716-ae43-9981b6a9df7f · outbound

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

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection Fully convolutional networks for multisource building extraction from an open aerial and satellite imagery data set,

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:15.147010Z

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Observation e9c44a95-e707-4569-833b-d36a6faf83e9 · outbound

This paper cites S2Looking: A satellite side-looking dataset for building change detection,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection S2Looking: A satellite side-looking dataset for building change detection,

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:15.151049Z

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Observation 42d4176f-5ba8-4fc3-bfe5-f1e8edb83a0a · outbound

This paper cites Asymmetric siamese networks for semantic change detection in aerial images,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection Asymmetric siamese networks for semantic change detection in aerial images,

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:15.155325Z

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Observation 3e493f01-52b4-4087-8f98-66bdef2572c8 · outbound

This paper cites BiSAM-CD: Zero-shot remote sensing change detection via bidirectional temporal memory in SAM2,.

Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection BiSAM-CD: Zero-shot remote sensing change detection via bidirectional temporal memory in SAM2,

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:15.528912Z

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