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Paper Citation Record · LEDGER

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning

As of 16 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 0 inbound Pith citation observations for arXiv:2508.11673.

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

pith.paper-citation-record.v1
2508.11673 v1

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T23:08:17.692239Z

measured 64 of 64 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

64 of 64 outbound references displayed

  • verified exact1
  • verified fuzzy5
  • unresolved58
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ea23cde1-f521-470e-afc1-12cb1fbcb0f1 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-05T23:08:13.765986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 638964eb-8a9a-4811-b67c-b4a8c667b699 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 2

Resolution
unresolved
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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.

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Observation 979ae91e-679c-46b2-9362-4f0e98dbdc71 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:08:18.067203Z

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.

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Observation 2378ac29-d1e6-4743-a339-b9ba2da9207e · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 4

Resolution
unresolved
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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.

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Observation ee429b15-df77-4177-9bd8-bab2a6302162 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:08:18.047880Z

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.

source=pdf_text observed=2026-08-05T23:08:14.302095Z digest=sha256:14ab25dd772c5609b2ee6e2459bba161f58742b8b9f08a6d719cc564439a44ae

Observation 48833486-0504-4340-99de-ff2f9a3870eb · outbound

This paper cites In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:08:18.054690Z

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.

source=pdf_text observed=2026-08-05T23:08:14.283545Z digest=sha256:d019e52c8fcf64a44f9942b192f9ef7981b1609f42dbdd46881bb91f2d161c55

Observation 93e65de6-7196-4673-a01d-1119f7d72391 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:08:18.035095Z

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.

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Observation c6b5ca0c-567e-46cb-ac2b-2c9f09c6c279 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:08:18.041246Z

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.

source=pdf_text observed=2026-08-05T23:08:14.321251Z digest=sha256:7d515cb565f60b05efe559365761e2f1d48dbf7e716741eb54f6ab3ec61110b6

Observation 54c6b072-d999-4ccc-b43d-d4004c69fce5 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-05T23:08:14.373734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:08:14.373734Z digest=sha256:4ffe13aa1bd25e9602f6e6fa6eee6205d783982e6c0cf685eb9ed33b90324d20

Observation f5f33944-c748-4b0a-a8c7-bd78ea5b3a58 · outbound

This paper cites PathVQA: 30000+ Questions for Medical Visual Question Answering.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning PathVQA: 30000+ Questions for Medical Visual Question Answering

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-05T23:08:14.355688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:08:14.355688Z digest=sha256:cee6bda6e695093b40db5eff11ea4d0d13b4137af4b37d9606f11784eda453a5

Observation 311a5a9e-ff70-4999-8fee-265d67cab6a8 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:08:18.024776Z

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.

source=pdf_text observed=2026-08-05T23:08:14.427884Z digest=sha256:498c558bdbd86023765be1a342081a3f6e03d51770b87931e3a1e72a13ced05c

Observation f9315904-f88f-4d86-aa24-450126f78b56 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning LoRA: Low-Rank Adaptation of Large Language Models

Reference 12

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:08:14.401148Z digest=sha256:1943411ebc9a416c7da7fedc5acdb7b580820970d66ae950ddf01f2a4704a630

Observation d7d39527-10f9-4d28-bc0f-9304fe2668c8 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:08:18.005724Z

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.

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Observation 67c97eab-c85e-448f-b679-c12ad1fbdcf6 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 14

Resolution
unresolved
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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.

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Observation af6fde24-da8a-4e36-90d8-7476486114fc · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:08:18.011701Z

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.

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Observation 7633c1f3-3917-4834-99ec-c84f8b849bfd · outbound

This paper cites Unlocking the Power of Function Vectors for Characterizing and Mitigating Catastrophic Forgetting in Continual Instruction Tuning.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unlocking the Power of Function Vectors for Characterizing and Mitigating Catastrophic Forgetting in Continual Instruction Tuning

Reference 16

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:08:14.665266Z digest=sha256:3e9fe8517dd4668f02c1cbb80545804093e72a5913f316c03691a8102fa6a2e6

Observation 04d3946e-70e0-4ace-ac16-c5cfd7e58b20 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:08:17.989524Z

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.

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Observation 7036108c-73e2-4148-af7a-93c424d198a1 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-05T23:08:14.624448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 1957f728-97ac-455a-bd41-7764bf10d148 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 19

Resolution
unresolved
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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.

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Observation 16e408db-d15d-4fea-94bd-080cf0e2fbc9 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 20

Resolution
unresolved
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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.

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Observation 95805532-3547-44e8-909e-dc5f23483006 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 21

Resolution
unresolved
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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.

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Observation ad0faed4-8efb-4021-94b6-676b13b5d315 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-05T23:08:14.952642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation dcfa6cd0-ca4b-494d-ba6e-52958eb1fc59 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 23

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:08:15.003630Z digest=sha256:70db1d5dbdcd733e55d0d5dcde8c62bdc37908a81114358e85d29d07e555fb30

Observation 8c0648d8-7087-4425-b2a8-44f1f7a5227e · outbound

This paper cites The Power of Scale for Parameter-Efficient Prompt Tuning.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning The Power of Scale for Parameter-Efficient Prompt Tuning

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-05T23:08:14.892409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a16f4cff-1c0d-47b7-a188-0d131c8606e8 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 25

Resolution
unresolved
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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.

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Observation c8cfd0fc-c8cd-4a95-b614-47b1d16db82c · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 26

Resolution
unresolved
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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.

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Observation a0923e20-84dc-4cf7-98f9-e2fdf4cbe984 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 27

Resolution
unresolved
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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.

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Observation 1a0e8593-0751-4bed-83fa-1e918d0a45c3 · outbound

This paper cites Class Incremental Learning with Pre-trained Vision-Language Models.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Class Incremental Learning with Pre-trained Vision-Language Models

Reference 28

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 49e9ad69-6b25-4786-9e0e-092c01508dbd · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:08:17.933036Z

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.

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Observation 9703ff28-6208-43af-a474-ba90b1a4bfa8 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:08:17.939238Z

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.

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Observation c1c520f8-efd0-49de-bd31-1c7ffc6885d5 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:08:17.927266Z

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.

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Observation 2ebf1629-b2ef-44c6-a447-0886fce71ce8 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:08:17.920948Z

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.

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Observation a95da295-0721-4484-a34a-eefe8bf06f9a · outbound

This paper cites Decoupled Weight Decay Regularization.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Decoupled Weight Decay Regularization

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-05T23:08:15.635865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:08:15.635865Z digest=sha256:fd71668c8cfb52a30ad11db6d4dc1fe5e2b7a92a3a06e1b4e201d4bf4fdd648e

Observation 0a237ddf-7409-4377-b992-83afac0ddf5e · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:08:17.911473Z

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.

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Observation b8adbab1-857b-4621-ade4-a71fbbe484e3 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:08:17.905303Z

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.

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Observation f7ed2a6f-0887-43d8-b8e0-4340afc01357 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-05T23:08:15.853730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:08:15.853730Z digest=sha256:8b83309916ec8daada7e99e7de01198ad92a337b724be5ec2cd6b083db72e494

Observation 74347ff5-7f52-44ef-be08-15cd224c3e70 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:08:17.891660Z

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.

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Observation e4d0cf2d-a960-47a9-af76-4751fac91159 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:08:17.885804Z

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.

source=pdf_text observed=2026-08-05T23:08:16.344535Z digest=sha256:bc57e2f594ad7bec53034f2a240af3db1712d3ff9db647c2fade7276bd7ca739

Observation bd4364f3-ff1d-42ee-b420-4c4596556a80 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-05T23:08:16.102485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:08:16.102485Z digest=sha256:a2daa3abb3c0f9dfffe369801c459c58ccbdf569520f241441ade33c451b60a2

Observation dcd61c4d-0c27-45db-8494-0929e97ea811 · outbound

This paper cites On the importance of cross-task features for class-incremental learning.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning On the importance of cross-task features for class-incremental learning

Reference 40

Resolution
verified exact
local_arxiv, observed 2026-08-05T23:08:17.734074Z

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.

source=pdf_text observed=2026-08-05T23:08:16.507867Z digest=sha256:a14fd4666941bf41ac9579046760f9b9fe73a9828f2d26aeda482fa13c3769ec

Observation 079f2254-1d02-4f8e-a3f0-bbcddf8eca62 · outbound

This paper cites PathAsst: A Generative Foundation AI Assistant Towards Artificial General Intelligence of Pathology.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning PathAsst: A Generative Foundation AI Assistant Towards Artificial General Intelligence of Pathology

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-05T23:08:16.582815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:08:16.582815Z digest=sha256:140600b1d0fd45dc86a3de382a53416aff7ffbfef37a86894ef47ac1b9097040

Observation 1c61b2ff-2fd3-4786-a12b-40cbf2bbf790 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:08:17.873522Z

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.

source=pdf_text observed=2026-08-05T23:08:16.662304Z digest=sha256:72cb2225a11ee0bffe7d36262e63812ab5744e9d721a026ddcaffad7ced9ee0c

Observation e8e7f9ec-a8cf-4f98-906d-edf25c4f6011 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:08:17.879485Z

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.

source=pdf_text observed=2026-08-05T23:08:16.417288Z digest=sha256:71aa15c5166b3dfb313d2bbc2608783c29fcc808cced9a699510efd43503cee4

Observation 3fbaf267-6ee3-4265-8830-f130a5e8d08a · outbound

This paper cites Haojie Zhang, et al.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Haojie Zhang, et al

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:08:17.861237Z

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.

source=pdf_text observed=2026-08-05T23:08:16.787333Z digest=sha256:b17d52d54d457599759764c0ec1dc7860d91bb1f12403d722c55340cb87924ff

Observation 0d9f3528-39d5-423a-b0e0-a80ac2a445e1 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:08:17.848481Z

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.

source=pdf_text observed=2026-08-05T23:08:16.927431Z digest=sha256:500b4147e7d5270ad33bc2d9e85ec1daced62a2469fad1650e6da26741cc6b49

Observation fa652ec7-80c0-44e6-adf6-cf4a0ac0e830 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-05T23:08:17.099805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:08:17.099805Z digest=sha256:a339fa521af4f842929fdfbca48e17003f49cdc396cb8e90f7f39195c0c08ffd

Observation 3be0e465-6fd7-4544-a084-05e365f83ab3 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:08:17.867408Z

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.

source=pdf_text observed=2026-08-05T23:08:16.723435Z digest=sha256:9ef739b87ea20dd0fe6058c9e4ba622d8af7c01bc8e282ef169fe34177fd0166

Observation 5f598775-3e75-4b06-ba7c-a35f3b562a3c · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:08:17.826241Z

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.

source=pdf_text observed=2026-08-05T23:08:17.212261Z digest=sha256:938492b6e7d4842f98df37ca7cc8f7963a8929b473483099e240830c0ce77353

Observation 082a4256-a7a1-4108-a759-dfcaa8a0b624 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:08:17.820113Z

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.

source=pdf_text observed=2026-08-05T23:08:17.256375Z digest=sha256:f8485b7c6f0e154873c685b63a1a049e5904416e3c924305abcb9988dcd27f81

Observation 5d7f0383-91d7-4b35-937d-17cd1d112a04 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:08:17.813911Z

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.

source=pdf_text observed=2026-08-05T23:08:17.316553Z digest=sha256:300929bc540593dfe8abc8db1763de4f347467faaaa338a424ae0abef8a93ecd

Observation e03b10bd-d8fe-4dc3-b12f-4aa18254e1bc · outbound

This paper cites AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-05T23:08:17.407940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:08:17.407940Z digest=sha256:8362496ae18064a6213eb9711748d7a598c2bf44e282488602316baf06e6cbf4

Observation 75c0ec3d-d60e-413e-b0fa-ad88b89812c9 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:08:17.807881Z

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.

source=pdf_text observed=2026-08-05T23:08:17.483417Z digest=sha256:9e2e778775c7a1a5904a53392bdbc7a8dc735878696f4637a51634bb1cf871af

Observation d00adb48-6d21-44dc-bb8b-712c65589c75 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:08:17.832141Z

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.

source=pdf_text observed=2026-08-05T23:08:17.150561Z digest=sha256:34409c4bffae6b6cde1bedf84502cd94fa8af992eb1d6ce98721118b87bb55db

Observation f36a3827-72cb-434b-a8b7-4d6642e94577 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:08:17.794860Z

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.

source=pdf_text observed=2026-08-05T23:08:17.659047Z digest=sha256:db81128a97905e957bda44e1d8f977392a4c4674d12865a210a721ac451f74e8

Observation ae88d058-8f26-4c39-9c67-84c1df8de35f · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:08:17.788191Z

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.

source=pdf_text observed=2026-08-05T23:08:17.685683Z digest=sha256:4ce3da8c62b837a87fab0b18ff154e80b67257cf384adc4fa240f7bc3be1b1bb

Observation cf7090ba-0a46-4f1f-b6f6-a641b0e5783d · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:08:17.781924Z

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.

source=pdf_text observed=2026-08-05T23:08:17.687748Z digest=sha256:14925f504978f91c0642b2907f9753193431c40cb8167d6a403b85871f7d531d

Observation d893b824-ee41-4a74-9c37-d5213a602d77 · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:08:17.775729Z

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.

source=pdf_text observed=2026-08-05T23:08:17.690241Z digest=sha256:663d967ba414f57851561b33ee7f9f9798de4121302543d15fca32f4c7759fa4

Observation 6cb1196d-bf8f-4f89-bf36-ca09263b8f9c · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-05T23:08:17.692239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:08:17.692239Z digest=sha256:03deb6e4caff4f20456bd680a9595d55bee8f7b81995268f0bafc3138ce379a6

Observation 9719cdad-3c7b-4be2-bf9c-fe43be39fd8e · outbound

This paper cites an unresolved cited work.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:08:17.801275Z

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.

source=pdf_text observed=2026-08-05T23:08:17.533022Z digest=sha256:56cccbdf6ee59fe2dd3a9786e2c771e4dff832eaf82945f1bac83cab0b0f4462

Observation 4fb91751-41b4-4ea6-8ffa-7d903ec5e0ac · outbound

This paper cites In Medical Image Com- puting and Computer Assisted Intervention–MICCAI 2018: 21st International Con- ference, Granada, Spain, September 16-20, 2018, Proceedings, Part II 11.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning In Medical Image Com- puting and Computer Assisted Intervention–MICCAI 2018: 21st International Con- ference, Granada, Spain, September 16-20, 2018, Proceedings, Part II 11

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:08:17.842404Z

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.

source=pdf_text observed=2026-08-05T23:08:17.016400Z digest=sha256:76f6efc2abf486220d6e1f35497fc094645fc773762b8e32dc73e2fb4a0db23a

Observation 8f7f6fb7-7de8-43a7-b0ba-174bb75991b1 · outbound

This paper cites In International conference on machine learning.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning In International conference on machine learning

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-05T23:08:16.194569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:08:16.194569Z digest=sha256:98839845e249ef967b8011a461162e691eb1a61f130dec51e05dd6b0a882a464

Observation 1b80b3c9-89f8-48cc-beee-fd095c566e1d · outbound

This paper cites Advances in neural information processing systems 35 (2022), 23716–23736.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning Advances in neural information processing systems 35 (2022), 23716–23736

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-05T23:08:13.852160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:08:13.852160Z digest=sha256:196c920b6446959f0e1d0fc8704c9fe765e016e07dbcec54f954bf511208ca31

Observation 2533e277-f9ef-4059-bd90-9e0ed9c398af · outbound

This paper cites In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:08:18.018285Z

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.

source=pdf_text observed=2026-08-05T23:08:14.453632Z digest=sha256:046371d2c3b71fe8415b5426a1a8ca8c68f4251b246be6a47d3318fd6704dda4

Observation 3e9cb0e5-5fec-4f81-b0a5-0952bb7b3520 · outbound

This paper cites NEJM AI 1, 3 (2024), AIoa2300138.

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning NEJM AI 1, 3 (2024), AIoa2300138

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:08:17.854718Z

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.

source=pdf_text observed=2026-08-05T23:08:16.848337Z digest=sha256:91526414700ed4a47620c43502bc1930c21f57129df35f2acc83762f8348709f

Pith citing papers

No inbound Pith citation observations are available.