Paper Citation Record · LEDGER

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models

As of 18 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 2 inbound Pith citation observations for arXiv:2505.10088.

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

pith.paper-citation-record.v1
2505.10088 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:22:01.853125Z

measured 63 of 63 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-20T22:07:35.021986Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T22:09:07.078107Z

Reference resolution

61 of 61 outbound references displayed

verified exact0
verified fuzzy37
unresolved23
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation aba7bf58-d1e1-4a22-b50e-0569694a7a10 · outbound

This paper cites : Learn- ing transferable visual models from natural language supervision.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models : Learn- ing transferable visual models from natural language supervision

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T21:22:01.584021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f39092b9-811d-4add-a943-e1b742618d40 · outbound

This paper cites In: International Conference on Machine Learning, pp.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models In: International Conference on Machine Learning, pp

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T21:22:01.589519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6baa93f-0304-411d-9467-54bcd60a0025 · outbound

This paper cites : Flamingo: a visual language model for few-shot learning.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models : Flamingo: a visual language model for few-shot learning

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.746102Z

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 9404eccd-3c1c-4828-a55e-e8df4c203e64 · outbound

This paper cites FILIP: Fine-grained Interactive Language-Image Pre-Training.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models FILIP: Fine-grained Interactive Language-Image Pre-Training

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T21:22:01.598766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3851df2-95d5-47be-8108-c2d4f32ef0b1 · outbound

This paper cites Advances in Neural Infor- mation Processing Systems 36, 72096–72109 (2023).

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models Advances in Neural Infor- mation Processing Systems 36, 72096–72109 (2023)

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.731682Z

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 02f0d339-4b6b-43fe-99ce-51329f894382 · outbound

This paper cites Kosmos-2: Grounding Multimodal Large Language Models to the World.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models Kosmos-2: Grounding Multimodal Large Language Models to the World

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T21:22:01.607778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d40f5d73-0a6e-48d5-942f-16f8c865ddaf · outbound

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

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.717484Z

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 37072908-c0c5-4736-9939-a865fc194a6b · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models Representation Learning with Contrastive Predictive Coding

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T21:22:01.617355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a8aac0d-84ea-49e7-adcb-c190fb7018d5 · outbound

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

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.701557Z

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 6fe74367-9754-4fdd-ab35-eb7ffb6cb72e · outbound

This paper cites CLIP in Medical Imaging: A Survey.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models CLIP in Medical Imaging: A Survey

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T21:22:01.625898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1aa5534-3cb0-4574-a51b-ca6e7d6c5129 · outbound

This paper cites In: Gold- berg, Y., Kozareva, Z., Zhang, Y.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models In: Gold- berg, Y., Kozareva, Z., Zhang, Y

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T21:22:01.630556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60c4a744-65ca-4574-bcf7-b3faa318a3d8 · outbound

This paper cites In: Pro- ceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models In: Pro- ceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.686439Z

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 44d652c2-9785-4b54-9e07-b43e53b1f274 · outbound

This paper cites ClipCap: CLIP Prefix for Image Captioning.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models ClipCap: CLIP Prefix for Image Captioning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T21:22:01.639208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac2a0934-b6ec-4f74-b59d-e7540a0d467d · outbound

This paper cites In: Proceedings of the 29th ACM Interna- tional Conference on Multimedia, pp.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models In: Proceedings of the 29th ACM Interna- tional Conference on Multimedia, pp

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.671893Z

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 07e27a48-2c84-4ee8-856b-5f669636440f · outbound

This paper cites In: Pro- ceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models In: Pro- ceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.657744Z

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 211b0754-217d-4342-a9e5-0587df2fdb91 · outbound

This paper cites In: 2023 IEEE Inter- national Conference on Image Processing (ICIP), pp.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models In: 2023 IEEE Inter- national Conference on Image Processing (ICIP), pp

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.642842Z

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 b25a914d-23cd-437d-99d5-6b27d2e2e249 · outbound

This paper cites What Makes for Good Visual Tokenizers for Large Language Models?.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models What Makes for Good Visual Tokenizers for Large Language Models?

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T21:22:01.656664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 903b3c10-ea15-4554-be52-579ea5afd396 · outbound

This paper cites In: 2012 IEEE Conference on Computer Vision and Pattern Recognition, pp.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models In: 2012 IEEE Conference on Computer Vision and Pattern Recognition, pp

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T21:22:01.661223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b43b5be8-dec2-43ae-a97d-fb139610dbdd · outbound

This paper cites International Journal of Computer Vision 130(9), 2337–2348 (2022) 20.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models International Journal of Computer Vision 130(9), 2337–2348 (2022) 20

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.618536Z

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 67e5623e-f50c-4314-8457-25b9da6f0898 · outbound

This paper cites In: Moens, M.-F., Huang, X., Specia, L., Yih, S.W.-t.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models In: Moens, M.-F., Huang, X., Specia, L., Yih, S.W.-t

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T21:22:01.670068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29015dfa-dc48-4e4b-a06a-0e6cd627fc54 · outbound

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

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.602614Z

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 d04d1df6-462a-4548-a06e-44129e6e5dc3 · outbound

This paper cites International Journal of Computer Vision 132(2), 581–595 (2024).

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models International Journal of Computer Vision 132(2), 581–595 (2024)

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.586913Z

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 9c0bd474-53cd-431e-b582-bca413c02346 · outbound

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

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.570517Z

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 ecfbf6ab-a9c9-4145-bd9c-c0d718730f5d · outbound

This paper cites MMRL: Multi-Modal Representation Learning for Vision-Language Models.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models MMRL: Multi-Modal Representation Learning for Vision-Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T21:22:01.687392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a154dbd1-2156-4424-a192-567f94e32960 · outbound

This paper cites : Lora: Low-rank adaptation of large language models.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models : Lora: Low-rank adaptation of large language models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T21:22:01.691641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12e601fe-e5b4-4a1d-847d-a3ddee3d8320 · outbound

This paper cites Mixture of LoRA Experts.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models Mixture of LoRA Experts

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T21:22:01.695648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80d43e2b-f7ff-4737-b777-59e432f1cc11 · outbound

This paper cites DeRS: Towards Extremely Efficient Upcycled Mixture-of-Experts Models.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models DeRS: Towards Extremely Efficient Upcycled Mixture-of-Experts Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T21:22:01.700298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 409a6b1e-31a2-4375-9028-6321c9335cc2 · outbound

This paper cites In: Zong, C., Xia, F., Li, W., Navigli, R.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models In: Zong, C., Xia, F., Li, W., Navigli, R

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T21:22:01.705040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1b1f120-a0d3-48c8-89d4-225defa8e9ee · outbound

This paper cites In: Muresan, S., Nakov, P., Villavicen- cio, A.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models In: Muresan, S., Nakov, P., Villavicen- cio, A

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T21:22:01.709322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9518862-390b-4ff0-9151-e7879c524b29 · outbound

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

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.545462Z

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 4ae1952e-8240-429d-8a8e-20e527cad336 · outbound

This paper cites In: Pro- ceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models In: Pro- ceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.530677Z

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 ee27c46a-4390-4459-941f-468a350a8eb5 · outbound

This paper cites https://arxiv.org/abs/2210.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models https://arxiv.org/abs/2210

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.515116Z

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 b9c21011-d4f6-41ef-bd93-f631501a9db9 · outbound

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

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.500156Z

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 641da1d4-8528-44a3-85e0-5d7d6b2bb54e · outbound

This paper cites 21 In: Proceedings of the IEEE/CVF Interna- tional Conference on Computer Vision, pp.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models 21 In: Proceedings of the IEEE/CVF Interna- tional Conference on Computer Vision, pp

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.485253Z

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 d3c6c8e2-201b-4910-8697-01733c90e153 · outbound

This paper cites In: Proceedings of the IEEE/CVF Interna- tional Conference on Computer Vision, pp.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models In: Proceedings of the IEEE/CVF Interna- tional Conference on Computer Vision, pp

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.470821Z

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 9504bd8b-4df9-44f4-8c3d-025385035a5f · outbound

This paper cites International Journal of Com- puter Vision, 1–16 (2024).

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models International Journal of Com- puter Vision, 1–16 (2024)

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.455184Z

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 3f8bcabb-eaa2-4543-9fa5-c8ad86aebbbc · outbound

This paper cites In: Proceed- ings of the IEEE/CVF International Confer- ence on Computer Vision, pp.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models In: Proceed- ings of the IEEE/CVF International Confer- ence on Computer Vision, pp

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.439188Z

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 6ffb4a59-954f-4c30-afcd-e79e952c9953 · outbound

This paper cites IEEE Transactions on Image Processing (2024).

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models IEEE Transactions on Image Processing (2024)

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.423569Z

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 b07fae42-a385-417d-b80a-bb51474039c7 · outbound

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

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.407794Z

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 d834013c-3865-4920-83f8-7a9bf6075d17 · outbound

This paper cites In: European Con- ference on Computer Vision, pp.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models In: European Con- ference on Computer Vision, pp

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.392296Z

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 b6c447ff-1387-49de-9f70-c47ef627f0e1 · outbound

This paper cites an unresolved cited work.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:22:02.374520Z

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 81bee253-0c6a-4022-beba-80dac9ab43d2 · outbound

This paper cites In: Proceedings of the AAAI Conference on Artificial Intelligence, vol.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models In: Proceedings of the AAAI Conference on Artificial Intelligence, vol

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.357550Z

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 bfe816a0-e196-4825-bbb5-04a589f33743 · outbound

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

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.339992Z

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 57712e3d-40fb-4842-b375-f9e09d07f5f7 · outbound

This paper cites International Jour- nal of Computer Vision, 1–16 (2025).

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models International Jour- nal of Computer Vision, 1–16 (2025)

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.321527Z

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 f949ca8c-a730-4ade-889b-a506db888e5e · outbound

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

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.305859Z

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 9682e2fc-ae3e-44ad-9a12-39d517d6a842 · outbound

This paper cites Advances in neural information processing systems 33, 1877–1901 (2020).

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models Advances in neural information processing systems 33, 1877–1901 (2020)

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-15T21:22:01.781732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 027c0aa9-a4af-44b5-8b1e-7baf229bca93 · outbound

This paper cites Advances in Neural Information Processing Systems (2017).

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models Advances in Neural Information Processing Systems (2017)

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-15T21:22:01.786117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41e3dce1-3fa9-446d-965b-4f448f27f07e · outbound

This paper cites In: 2009 IEEE Conference on Computer Vision and Pattern Recognition, pp.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models In: 2009 IEEE Conference on Computer Vision and Pattern Recognition, pp

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-15T21:22:01.790351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9c94d86-6dd0-441a-874e-cc86fd0fa841 · outbound

This paper cites In: 2004 Conference on Computer Vision and Pattern Recognition Workshop, pp.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models In: 2004 Conference on Computer Vision and Pattern Recognition Workshop, pp

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.261492Z

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 3984f57b-7bbb-4264-a259-87b0a959d917 · outbound

This paper cites In: Proceedings of the IEEE Inter- national Conference on Computer Vision Workshops, pp.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models In: Proceedings of the IEEE Inter- national Conference on Computer Vision Workshops, pp

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.245603Z

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 e1b8b3aa-5e6d-48db-99fe-ba6b00ee730d · outbound

This paper cites In: Computer vision– ECCV 2014: 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part VI 13, pp.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models In: Computer vision– ECCV 2014: 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part VI 13, pp

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.207910Z

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 9d7052d7-75ad-4270-8a97-e0caf34c9fbf · outbound

This paper cites Fine-Grained Visual Classification of Aircraft.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models Fine-Grained Visual Classification of Aircraft

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-15T21:22:01.813312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d52f7751-bea1-407f-a686-860cb34dfbac · outbound

This paper cites In: 2010 IEEE Computer Society Conference on Com- puter Vision and Pattern Recognition, pp.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models In: 2010 IEEE Computer Society Conference on Com- puter Vision and Pattern Recognition, pp

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.189214Z

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 1e4a9af2-269b-4082-934a-41dea4848079 · outbound

This paper cites In: 2008 Sixth Indian Conference on Computer Vision, Graphics & Image Process- ing, pp.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models In: 2008 Sixth Indian Conference on Computer Vision, Graphics & Image Process- ing, pp

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.228454Z

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 5582722d-d6c0-485b-a7d1-bca23a15878d · outbound

This paper cites In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recogni- tion, pp.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recogni- tion, pp

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.172764Z

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 8c5e964e-d93f-4383-b2ad-9db13ebb8bca · outbound

This paper cites IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 12(7), 2217–2226 (2019).

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 12(7), 2217–2226 (2019)

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.156580Z

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 768d3948-d703-47dc-b727-d115e752c285 · outbound

This paper cites 5389–5400 (2019).

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models 5389–5400 (2019)

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.139858Z

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 9c85077e-321d-46f9-80a8-f56db6db3d88 · outbound

This paper cites Advances in Neural Information Processing Systems 32 (2019).

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models Advances in Neural Information Processing Systems 32 (2019)

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-15T21:22:01.840193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e622c86-8408-4445-afd0-51d81c170797 · outbound

This paper cites In: Proceedings of the IEEE/CVF Con- ference on Computer Vision and Pattern Recognition, pp.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models In: Proceedings of the IEEE/CVF Con- ference on Computer Vision and Pattern Recognition, pp

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.115231Z

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 4e16b8ee-f492-4c8c-bf40-eded0eb8b8b3 · outbound

This paper cites : The many faces of robustness: A critical analysis of out-of- distribution generalization.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models : The many faces of robustness: A critical analysis of out-of- distribution generalization

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:22:02.100262Z

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 62826af2-1b49-4af0-a1ec-992c64b72893 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 62

Resolution: malformed identifier; no resolver link, observed 2026-08-15T21:22:01.853125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation f6640d0b-195b-428a-af48-0838aa369766 · inbound

A$_3$B$_2$: Adaptive Asymmetric Adapter for Alleviating Branch Bias in Vision-Language Image Classification with Few-Shot Learning cites this paper.

A$_3$B$_2$: Adaptive Asymmetric Adapter for Alleviating Branch Bias in Vision-Language Image Classification with Few-Shot Learning MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-14T19:17:50.944606Z

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 1ab1e461-4bf9-495e-8101-2d9e2a6cb53b · inbound

A$_3$B$_2$: Adaptive Asymmetric Adapter for Alleviating Branch Bias in Vision-Language Image Classification with Few-Shot Learning cites this paper.

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-20T22:09:07.081133Z

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.