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Paper Citation Record · LEDGER

Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning

As of 10 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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:08:14.302095Z digest=sha256:04f4da3f6c2bd4d37de305ceb5bbcd4d85ea2bceb72865f8e80e4f4db733af3f

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:08:14.283545Z digest=sha256:0b0a4ca62c7d4f9ccecef80b1dd61429d0b8b708ef56b1951386f0e0f30d6c85

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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:08:14.321251Z digest=sha256:823446f23570d904920464944c11af3e5fb8e3cbbe92b19a35285862f882b69b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:08:14.427884Z digest=sha256:8f9ee4213cd018a653de3d470455a266ebbd2759f57768b8358557475bc99cf3

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
no resolver link, observed 2026-08-05T23:08:14.401148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:08:14.401148Z digest=sha256:92cc093be6fab6d8b352f37267bdb4838267345b5f235874e9b71cb6360d9cc8

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:08:14.538696Z digest=sha256:a236e15ef3d73e9eb9f68ff966efaf212f2c4d9130b275871395b0aa25c87e1b

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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:08:14.495452Z digest=sha256:64fd005dcc1a6653c579c1b733a1f2206168e30f2a7b99bfa478c5346fb5db9e

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.

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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 2026-08-10T06:31:04.303077+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
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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 2026-08-10T06:31:04.303077+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
raw_fallback, observed 2026-08-05T23:08:17.971453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+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
raw_fallback, observed 2026-08-05T23:08:17.983385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+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
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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.

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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 2026-08-10T06:31:04.303077+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
raw_fallback, observed 2026-08-05T23:08:17.945218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+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
raw_fallback, observed 2026-08-05T23:08:17.958093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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=sha256:725a43bf5e60450229f097afd8ada617031df5b656354a3517e5bb4ffaf7958c

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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:08:16.283924Z digest=sha256:0ddb290b4d15d0953e96eed7278daeffdc800336de02a16730ef3d5bc8af9c3c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:08:16.344535Z digest=sha256:f51912bd0e03aa0516508ad6224837c16f6a0184e6835b9f5b009e4882b086b1

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:08:16.507867Z digest=sha256:685df8099e0127dfa5e99d32cac67615e01438da8cab4acd80f3cf30dbcc0d9f

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:d5bc333b7d86e988c4d9679f58e5eeec204e8784c0e1d9f3ee580a89f16a647d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:08:16.662304Z digest=sha256:e2575938e1ff967d53e34eb93569ec7a9669b40f92a332b01409c198a3aa2fb3

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:08:16.417288Z digest=sha256:34a1c472c6811c45893229dd490c9009bb2eb700e85e08a59dc201ecdfca31d4

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:08:16.787333Z digest=sha256:64cb99f1d519a865fe8294ec0c965ef4ee47fb0a0fbfa0d197de8f3d61f77d5a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:08:16.927431Z digest=sha256:ee6022ec105b15d162e915fe1faa53948322b33864fb4fbf9085ee2c8ffb9f7c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:08:16.723435Z digest=sha256:14ead5d270603aa5efb3fdda4ba78250d966100c50fe51dfd54c866640ac115c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:08:17.212261Z digest=sha256:a308d68356a60c4e75b9ddc125f7b24c2ef5a384cbcef1fac42f645dff11b4e6

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:08:17.256375Z digest=sha256:f29648e9ed5d49fd59155d8975f6692be99ec3f9d8bab88bed1c0c157765f138

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:08:17.316553Z digest=sha256:2450a782e3529e87bb4b9fb1b00b2cb1eb7475ca577f110f58c6cc3f5c0fddf9

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:bd12e9edfaa5307c0cfa0bbfb3f91425d3cb7193342612517c45786e85218f20

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:08:17.483417Z digest=sha256:06ded3fb2f16d464ed0db8995a73116e46836dc6063bdfae15e9a053d59aac95

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:08:17.150561Z digest=sha256:63990c03b483254c98e23ebb58c941f1cf48d4f4602cb1f5f2f3e88154580512

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:08:17.659047Z digest=sha256:c447406a05e043ad2a85fca2a1929558ea57ba849a35031295400fd514ebfadd

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:08:17.685683Z digest=sha256:5bd650c85e5ff3ec1866ce18a59ba88ae0dacb317c83cf1c17e469a50ab169f3

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:08:17.687748Z digest=sha256:09fea8dca8355494325f89cd40432a38bba5f33c2c608b77d065cbe414edceb1

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:08:17.690241Z digest=sha256:8c6fa38dd09c31f563c3e54d34ef7ee7d903343b767124b1ebf65849efd07bf4

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:08:17.533022Z digest=sha256:058614d647c8df74ded727f1728b868a7a5feb6c5b3f92d319e52181255aa246

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:08:17.016400Z digest=sha256:86fac27da1f8fceaca3e496b5ddceceb1a1ee9c5dd794cedaac109cc5257251e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:08:14.453632Z digest=sha256:48f0ae09503febd9b333f651d055780386d62da98428be308bbc5182d36d0689

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:08:16.848337Z digest=sha256:9f6a7b9ded0ae6e07c63334d500ba7e3fa9cfc04011dc49552ca674be6c4db28

Pith citing papers

No inbound Pith citation observations are available.