Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T17:24:45.715756Z
Paper Citation Record · LEDGER
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation
As of 24 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2507.11030.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
50 of 50 outbound references displayed
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- verified fuzzy44
- unresolved5
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- malformed identifier1
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External citation measurements
No source-named external measurement is stored.
Outbound references
Observation e3f647c4-b13a-4517-b0c8-aa01eba937aa · outbound
This paper cites Ex- ploiting a joint embedding space for generalized zero-shot semantic segmentation.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Ex- ploiting a joint embedding space for generalized zero-shot semantic segmentation
Reference 1
- Resolution
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Observation 3473d600-4889-4aca-8f4a-446e43765f8c · outbound
This paper cites Towards in-context scene understanding.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Towards in-context scene understanding
Reference 2
- Resolution
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Source-reported events for the cited work
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Observation 8c627166-96e2-424c-a448-72d8bbc3f622 · outbound
This paper cites Zero-shot semantic segmentation.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Zero-shot semantic segmentation
Reference 3
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Source-reported events for the cited work
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Observation e5e748c0-6f4b-4144-9705-68e32f9816f9 · outbound
This paper cites Coco- stuff: Thing and stuff classes in context.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Coco- stuff: Thing and stuff classes in context
Reference 4
- Resolution
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Observation 6222e687-9c87-4b92-aaa4-4057fcd47115 · outbound
This paper cites Encoder-decoder with atrous separable convolution for semantic image segmentation.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Encoder-decoder with atrous separable convolution for semantic image segmentation
Reference 5
- Resolution
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Source-reported events for the cited work
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Observation 6a267ca9-b1e6-4628-a30d-82dcb637c8ba · outbound
This paper cites Distribution-aware prompt tuning for vision-language mod- els.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Distribution-aware prompt tuning for vision-language mod- els
Reference 6
- Resolution
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Source-reported events for the cited work
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Observation 696c8e36-4cef-4da3-80b8-d58fa5a5dec8 · outbound
This paper cites this is my unicorn, fluffy.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation this is my unicorn, fluffy
Reference 7
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation dda0e86c-358a-49d9-a644-87b367c4d04f · outbound
This paper cites De- coupling zero-shot semantic segmentation.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation De- coupling zero-shot semantic segmentation
Reference 8
- Resolution
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Source-reported events for the cited work
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Observation afb0c8de-0235-4d35-b0bc-e67dcafa9739 · outbound
This paper cites Context-aware feature generation for zero- shot semantic segmentation.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Context-aware feature generation for zero- shot semantic segmentation
Reference 9
- Resolution
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Source-reported events for the cited work
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Observation 2b845c53-e10e-46df-8004-81caa3a8869a · outbound
This paper cites knn-clip: Retrieval enables training-free segmentation on continually expanding large vocabularies.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation knn-clip: Retrieval enables training-free segmentation on continually expanding large vocabularies
Reference 10
- Resolution
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Source-reported events for the cited work
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Observation 742a3229-33a6-471c-b290-ab6ea475ecd9 · outbound
This paper cites A strong baseline for generalized few-shot semantic segmentation.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation A strong baseline for generalized few-shot semantic segmentation
Reference 11
- Resolution
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Source-reported events for the cited work
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Observation 5ffc3a0a-cb15-4e92-a19a-6722734caf0c · outbound
This paper cites Tcp: Textual-based class-aware prompt tuning for visual-language model.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Tcp: Textual-based class-aware prompt tuning for visual-language model
Reference 12
- Resolution
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Source-reported events for the cited work
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Observation 1733d902-6a0b-49e6-88ff-894d61d2f54a · outbound
This paper cites V oP: Text-video co- operative prompt tuning for cross-modal retrieval.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation V oP: Text-video co- operative prompt tuning for cross-modal retrieval
Reference 13
- Resolution
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Source-reported events for the cited work
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Observation f0f3bdb1-56f0-4a34-bcb4-14e07ffb026a · outbound
This paper cites Huynh, J.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Huynh, J
Reference 14
- Resolution
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Observation 7784c168-4e7e-4f22-bfc1-b226d98d76cf · outbound
This paper cites tsf: Transformer-based semantic filter for few-shot learning.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation tsf: Transformer-based semantic filter for few-shot learning
Reference 15
- Resolution
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Source-reported events for the cited work
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Observation f7848d99-fcea-4989-aa0a-10839a53efa5 · outbound
This paper cites SLime: Segment like me.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation SLime: Segment like me
Reference 16
- Resolution
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Observation ae00a952-6433-4cc6-b98a-d5d2099ef8ec · outbound
This paper cites Maple: Multi-modal prompt learning.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Maple: Multi-modal prompt learning
Reference 17
- Resolution
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Source-reported events for the cited work
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Observation e0a336bf-1fd3-42e7-a2bb-57b0ae96d454 · outbound
This paper cites Self-regulating prompts: Foundational model adaptation without forgetting.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Self-regulating prompts: Foundational model adaptation without forgetting
Reference 18
- Resolution
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Source-reported events for the cited work
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Observation 93f37717-56fe-4db8-ba21-da11678fc0f5 · outbound
This paper cites Berg, Wan-Yen Lo, Piotr Dollar, and Ross Girshick.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Berg, Wan-Yen Lo, Piotr Dollar, and Ross Girshick
Reference 19
- Resolution
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Source-reported events for the cited work
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Observation 24d9148a-b778-4627-841d-aca11d0d05a0 · outbound
This paper cites Language-driven semantic seg- mentation.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Language-driven semantic seg- mentation
Reference 20
- Resolution
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Source-reported events for the cited work
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Observation afbbcd33-e9ca-4cd9-ad18-816c8faf2bdd · outbound
This paper cites Fss-1000: A 1000-class dataset for few- shot segmentation.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Fss-1000: A 1000-class dataset for few- shot segmentation
Reference 21
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Observation 492ade59-473e-42df-ae66-344ecf32d19e · outbound
This paper cites Visual instruction tuning, 2023.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Visual instruction tuning, 2023
Reference 22
- Resolution
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Source-reported events for the cited work
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Observation 91a9c367-81ea-4b10-9cf3-26eb4ed43b57 · outbound
This paper cites Matcher: Segment anything with one shot using all-purpose feature matching.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Matcher: Segment anything with one shot using all-purpose feature matching
Reference 23
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Observation 38f0986d-ec65-4334-80cb-65781e06d801 · outbound
This paper cites Simpler is better: Few-shot semantic segmenta- tion with classifier weight transformer.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Simpler is better: Few-shot semantic segmenta- tion with classifier weight transformer
Reference 24
- Resolution
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Source-reported events for the cited work
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Observation 2bfda790-2f95-4d83-9c1c-52d9ba654cba · outbound
This paper cites SegCLIP: Patch aggregation with learn- able centers for open-vocabulary semantic segmentation.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation SegCLIP: Patch aggregation with learn- able centers for open-vocabulary semantic segmentation
Reference 25
- Resolution
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Source-reported events for the cited work
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Observation 0a1e48ec-e770-484d-b2a7-3f9011851f97 · outbound
This paper cites Bagdanov, and Joost van de Weijer.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Bagdanov, and Joost van de Weijer
Reference 26
- Resolution
- verified fuzzy
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Source-reported events for the cited work
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Observation 02da89ce-d6aa-4d3a-b122-a0e2888fef30 · outbound
This paper cites Alvarez, Zuxuan Wu, and Yu-Gang Jiang.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Alvarez, Zuxuan Wu, and Yu-Gang Jiang
Reference 27
- Resolution
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Source-reported events for the cited work
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Observation 803f3442-8577-458b-a8f6-7c13e5f935c0 · outbound
This paper cites Es- sentials for class incremental learning.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Es- sentials for class incremental learning
Reference 28
- Resolution
- verified fuzzy
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Source-reported events for the cited work
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Observation e1813dc8-04cb-4cc1-b7fc-866c7b1863c6 · outbound
This paper cites Yo’llava: Your personalized lan- guage and vision assistant, 2024.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Yo’llava: Your personalized lan- guage and vision assistant, 2024
Reference 29
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Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Unresolved cited work
Reference 30
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Observation 9ebea6fe-4abc-4d9b-9ae3-1be7d8b9e85b · outbound
This paper cites Freeseg: Unified, universal and open-vocabulary im- age segmentation.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Freeseg: Unified, universal and open-vocabulary im- age segmentation
Reference 31
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Observation b3d42bbe-e217-4b94-8fee-73972dfedd59 · outbound
This paper cites Learning transferable visual models from natural language supervision.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Learning transferable visual models from natural language supervision
Reference 32
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Observation 0c623990-0d93-4845-a500-7f4a6a4f9108 · outbound
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Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation High-resolution image syn- thesis with latent diffusion models
Reference 33
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Observation 8d682261-0a00-4e4a-b153-1712e5bab2db · outbound
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Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Unresolved cited work
Reference 34
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Observation bf263353-ef3a-415e-b9df-b6e05c1eb415 · outbound
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Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Learning to learn better visual prompts
Reference 35
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Observation 02fae60a-a1cd-4830-822e-e4274bca0f6a · outbound
This paper cites Seggpt: Segmenting ev- erything in context.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Seggpt: Segmenting ev- erything in context
Reference 36
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Observation 9df409fb-d2e8-4d4b-9e51-8e900c1a62f9 · outbound
This paper cites Semantic projection network for zero- and few-label semantic segmentation.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Semantic projection network for zero- and few-label semantic segmentation
Reference 37
- Resolution
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Observation 87cfeb3b-f29a-473f-8ca7-c5add7462244 · outbound
This paper cites Open-vocabulary panop- tic segmentation with text-to-image diffusion models.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Open-vocabulary panop- tic segmentation with text-to-image diffusion models
Reference 38
- Resolution
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Source-reported events for the cited work
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Observation e6a7772d-aa58-44a1-9039-9ee0d3083c57 · outbound
This paper cites A simple baseline for open vocabulary semantic segmentation with pre-trained vision- language model.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation A simple baseline for open vocabulary semantic segmentation with pre-trained vision- language model
Reference 39
- Resolution
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Source-reported events for the cited work
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Observation d9c5d79f-b89f-4be0-8cae-152be6956663 · outbound
This paper cites Side adapter network for open-vocabulary semantic segmentation.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Side adapter network for open-vocabulary semantic segmentation
Reference 40
- Resolution
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Source-reported events for the cited work
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Observation 6a5f39b5-03c0-490b-81b7-fbf6ae768977 · outbound
This paper cites Few-shot segmentation via cycle-consistent trans- former.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Few-shot segmentation via cycle-consistent trans- former
Reference 41
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 32a85138-262c-412f-9335-5e2500cfee84 · outbound
This paper cites Personalize segment anything model with one shot.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Personalize segment anything model with one shot
Reference 42
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f3afdf87-9776-436d-a057-1ebd8d2a7d67 · outbound
This paper cites Open-vocabulary uni- versal image segmentation with maskclip.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Open-vocabulary uni- versal image segmentation with maskclip
Reference 43
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 4b01d566-b9aa-407b-8b20-c45fcb055357 · outbound
This paper cites Scene parsing through ade20k dataset.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Scene parsing through ade20k dataset
Reference 44
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation fe390b78-58c6-4e2b-86fb-fd434f4f7d47 · outbound
This paper cites Class-incremental learning: A survey.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Class-incremental learning: A survey
Reference 45
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation aa498e38-1d2c-4660-8fe0-a1663fa100ee · outbound
This paper cites Conditional prompt learning for vision-language models.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Conditional prompt learning for vision-language models
Reference 46
- Resolution
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Source-reported events for the cited work
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Observation dbf2c042-86a2-458c-9cef-c4199b0cc5a6 · outbound
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Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Learning to prompt for vision-language models
Reference 47
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Source-reported events for the cited work
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Observation a2562768-f9c9-45c0-b483-8718a27875d6 · outbound
This paper cites Class-incremental learning via dual augmentation.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Class-incremental learning via dual augmentation
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:24:46.173535Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 88ce0aaa-1e9f-421e-b7f8-360c486f4006 · outbound
This paper cites Segment everything everywhere all at once.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Segment everything everywhere all at once
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:24:46.066730Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 775a199d-02b4-4f3d-8052-58dbffc4929d · outbound
This paper cites my boat”, “my bird.
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation my boat”, “my bird
Reference 2023
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-06T17:24:45.889505Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Pith citing papers
No inbound Pith citation observations are available.