Paper Citation Record · LEDGER

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning

As of 18 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 3 inbound Pith citation observations for arXiv:2507.19839.

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

pith.paper-citation-record.v1
2507.19839 v1

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:06:26.433554Z

measured 67 of 67 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:51:57.671450Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T23:44:26.907237Z

Reference resolution

64 of 64 outbound references displayed

verified exact0
verified fuzzy8
unresolved56
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 40767eca-6749-4645-a3bb-ca3fe7adb549 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T14:06:23.635405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2151162d-10d1-41c3-ada2-4b2fc90a4bb0 · outbound

This paper cites write newline.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T14:06:23.682734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d1ace3a-4124-4b42-bf29-3a1e2949da28 · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.881514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0ff2cf18-8a97-4be0-b4cd-543088b1f361 · outbound

This paper cites Efficient Lifelong Learning with A-GEM.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Efficient Lifelong Learning with A-GEM

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T14:06:23.824548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e15072f-6e24-4d1e-b266-e89d76dfd94a · outbound

This paper cites Microsoft COCO Captions: Data Collection and Evaluation Server.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Microsoft COCO Captions: Data Collection and Evaluation Server

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T14:06:23.895605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33a32815-cf9b-4b07-836f-990293037aa9 · outbound

This paper cites Continual Multimodal Knowledge Graph Construction.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Continual Multimodal Knowledge Graph Construction

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T14:06:23.973628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29c33cf0-d7e9-40b6-adba-d3f9547179f1 · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.874394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6e6ada76-8a51-40cd-b2ac-2b8fecea9b9c · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.867317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1b6a09e4-6a71-41d1-9125-1e8e7ecf21ba · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.859254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c9976053-671b-4ae3-8626-17e4d7092631 · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T14:06:24.362858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6718f080-658f-4598-b679-e8226bec032c · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T14:06:24.425349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 331cb1ed-88ff-465b-9ff3-552dd3eb9982 · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.842731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 696d87c4-0650-4570-abb9-865078de9d7f · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.835168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 45bfce6d-b027-4ef8-af8d-6198d45ea0c9 · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.827925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2eda35bb-f17c-4079-9d84-cf9b17da305f · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.820639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6d5515cf-daf6-4461-a849-88f494e5c276 · outbound

This paper cites An Empirical Investigation of Catastrophic Forgetting in Gradient-Based Neural Networks.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning An Empirical Investigation of Catastrophic Forgetting in Gradient-Based Neural Networks

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T14:06:24.868677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3721cf82-2f2c-44db-b5ed-e94c84a3fc6d · outbound

This paper cites HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Language Model.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Language Model

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T14:06:24.969756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f484129-2d47-4307-9efd-ea9630781b39 · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.812516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a8d8b051-51dd-4c7b-976f-ac11d28fdb5b · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.805158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c0b8b8fd-97b1-477a-a185-09e68b790a43 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Distilling the Knowledge in a Neural Network

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T14:06:25.271897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7db53c9c-e185-4ab8-ae23-b8746215036e · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.797921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 13912f51-db7d-49eb-93bf-9c8b3335b8d2 · outbound

This paper cites V.; Sung, Y.-H.; Li, Z.; and Duerig, T.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning V.; Sung, Y.-H.; Li, Z.; and Duerig, T

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T14:06:25.432460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e24bfbc5-44aa-4f44-88f4-8f2a16d346e2 · outbound

This paper cites D.; Xu, Y.; Zeng, B.; and Chilimbi, T.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning D.; Xu, Y.; Zeng, B.; and Chilimbi, T

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:06:26.786070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 373cb35c-97e1-4281-ad63-36ad6c0a7350 · outbound

This paper cites C.; Veness, J.; Desjardins, G.; Rusu, A.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning C.; Veness, J.; Desjardins, G.; Rusu, A

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:06:26.778946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 957915b6-4925-484f-881e-c3e21bace1a5 · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.771694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2d6650e6-ddf8-49d2-8793-7cb7d048a69a · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.764452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b2dd3238-46ee-4db4-8d78-7bcc0c531da0 · outbound

This paper cites M.; Sebe, N.; and Lew, M.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning M.; Sebe, N.; and Lew, M

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:06:26.757924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7c18ed48-c89a-432f-a922-a469301e67df · outbound

This paper cites W.; Gao, D.; Wu, J.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning W.; Gao, D.; Wu, J

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:06:26.751375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c2ca19a5-ef94-4548-98eb-df314dc66181 · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.744269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 91efd746-1bbd-4d3b-a9a9-abd97fa680d7 · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.737086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3f5ae4f0-8b35-4095-b4c8-2adbae6dfbb2 · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.730202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 07e9c33b-15ed-46da-b1f6-632611904360 · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.723001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2f5e91bf-b96b-4b2f-aa37-d7be1a1b9b03 · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.716034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e7338196-e814-4a4d-b9cc-957d16e68a28 · outbound

This paper cites Take Only What You Need: Rank Minimization as an Implicit Forgetting Regularizer in Continual Learning.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Take Only What You Need: Rank Minimization as an Implicit Forgetting Regularizer in Continual Learning

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T14:06:26.363384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 572aac5d-92ba-4709-b5c7-93d40f6a338e · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.709008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 767968f1-7881-49a2-a3fb-052aca9d49f9 · outbound

This paper cites Fine-Grained Visual Classification of Aircraft.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Fine-Grained Visual Classification of Aircraft

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T14:06:26.368730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd63dd52-d4e2-4b1b-a11d-b90dd5d2608e · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.701996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f7f19c40-2a4a-4a20-9a80-3d089bf348ed · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.694418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a22add89-5f91-4ac6-b8f8-e160d33f356c · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.687556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f8451a95-5ef5-4339-8e4c-bc49f8186e49 · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.680390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f79a88e5-768e-4168-a9fe-a245521e39eb · outbound

This paper cites M.; Vedaldi, A.; Zisserman, A.; and Jawahar, C.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning M.; Vedaldi, A.; Zisserman, A.; and Jawahar, C

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:06:26.672892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3bd0b1e6-17e8-4b14-86da-8c110684627a · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.665758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f3993f26-a395-4003-bec3-a56eb5a69fa0 · outbound

This paper cites W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; Krueger, G.; and Sutskever, I.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; Krueger, G.; and Sutskever, I

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T14:06:26.385542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 080d19f7-cb6b-4e52-b272-dc1a9d4fdd82 · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.654426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 83f64b7b-f70b-4185-a7e4-8ea545de95ae · outbound

This paper cites T.; Argus, M.; Fischer, V.; and Brox, T.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning T.; Argus, M.; Fischer, V.; and Brox, T

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:06:26.647559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9b8ab567-17d5-46db-a72f-5d6f1bac075e · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.640775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 66cff3eb-e5f0-4abc-b62b-890d95462f13 · outbound

This paper cites Three scenarios for continual learning.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Three scenarios for continual learning

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-06T14:06:26.394613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5cbfd90-a014-4e19-b161-2c02f4af8880 · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.633950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d80898f8-9951-4dce-b018-1e862cff6394 · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.627532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5c42f1b1-dd21-43dc-9f22-c98d7e5ec984 · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.620138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 75a0fef6-288d-43c1-a10e-f350e6515bdb · outbound

This paper cites W.; Li, M.; Kornblith, S.; Roelofs, R.; Lopes, R.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning W.; Li, M.; Kornblith, S.; Roelofs, R.; Lopes, R

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:06:26.613580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9173fdff-9ac5-43e6-9251-742cef5d5a94 · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.606877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5aa6e143-6f81-4f30-9784-28bbd4fc4d9b · outbound

This paper cites A.; Oliva, A.; and Torralba, A.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning A.; Oliva, A.; and Torralba, A

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:06:26.600445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2ed9afcd-5cb0-4eb3-9f7c-58050b5a99df · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.593766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 33ff8134-0d2b-4b02-9811-910af7530daa · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.586594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3d45e838-b549-4cae-8077-690b25273b5d · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.579889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2ef3cc4c-6b8a-4afa-9dcb-101110ca934a · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.572996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cd21b301-a241-49be-a646-670e8b4b372f · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.565927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 92e4f6ef-8aca-4414-8ba1-f65b4e3e8a12 · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.558909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation aaaef57c-942a-422f-9f03-b5e8d394bfcd · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 60

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.550965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation edf27204-188f-459e-a31b-6d6c0ae595bd · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.543301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dcf43d1d-c56b-427e-a0c8-a6fb30bb8a34 · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.535458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1c4e6966-fc08-4b62-898b-295e4034ad3a · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.528203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 845dc523-c466-4291-b445-0c953d159cae · outbound

This paper cites an unresolved cited work.

GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:06:26.520502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation a6689571-5fef-4180-b42c-2aeab14999cf · inbound

Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting cites this paper.

Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning

Reference 97

Resolution: verified exact; arxiv_id, observed 2026-05-21T23:44:26.908879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1889b029-99c1-4225-9b34-569b7905f229 · inbound

Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting cites this paper.

Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-06T00:51:57.671450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac66ba2e-5d4e-4d63-9daf-7e7c786de868 · inbound

iGSP:Implicit Gradient Subspace Projection for Efficient Continual Learning of Vision-Language Models cites this paper.

iGSP:Implicit Gradient Subspace Projection for Efficient Continual Learning of Vision-Language Models GNSP: Gradient Null Space Projection for Preserving Cross-Modal Alignment in VLMs Continual Learning

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-05-20T07:18:06.843663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.