Paper Citation Record · LEDGER

PERL: Parameter Efficient Reasoning in CLIP Latent Space

As of 4 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2605.18464.

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

pith.paper-citation-record.v1
2605.18464 v2

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-20T11:45:15.339048Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+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

39 of 39 outbound references displayed

verified exact6
verified fuzzy31
unresolved1
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 44d2a5fa-594e-4b99-a7f8-7135033deb0d · outbound

This paper cites Deep equilibrium models.Advances in neural information processing systems, 32.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Deep equilibrium models.Advances in neural information processing systems, 32

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T11:48:15.771823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 2493a91a-338c-47f9-9b0d-c7b0100e715f · outbound

This paper cites Food-101–mining discriminative components with random forests.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Food-101–mining discriminative components with random forests

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T11:48:15.767876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 633bae0e-fc96-4372-8046-53504da2a981 · outbound

This paper cites Describing textures in the wild.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Describing textures in the wild

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T11:48:15.762007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 946e113c-ff4c-4ffa-a235-582a9987c14e · outbound

This paper cites Uni- versal transformers.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Uni- versal transformers

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T11:48:15.763808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f2cf22d8-ac39-4b6c-9c6f-59e1925e767a · outbound

This paper cites Imagenet: A large- scale hierarchical image database.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Imagenet: A large- scale hierarchical image database

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T11:48:15.765644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation e36f8131-6229-4d88-a213-42c53bae0be1 · outbound

This paper cites Learning generative visual models from few training examples: An incremental bayesian approach tested on 101 object categories.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Learning generative visual models from few training examples: An incremental bayesian approach tested on 101 object categories

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T11:48:15.773882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5746841c-fd88-424b-8722-69d0938777b7 · outbound

This paper cites Clip-adapter: Better vision-language models with feature adapters.International journal of computer vision, 132(2):581–595.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Clip-adapter: Better vision-language models with feature adapters.International journal of computer vision, 132(2):581–595

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T11:48:15.753561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 183ea800-55ae-49b4-992f-e589834d23af · outbound

This paper cites Looped transformers as programmable computers.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Looped transformers as programmable computers

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T11:48:15.755886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9a007913-e217-4211-b048-59385177b506 · outbound

This paper cites Mmrl: Multi-modal representation learning for vision- language models.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Mmrl: Multi-modal representation learning for vision- language models

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T11:48:15.757814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ee318054-ff66-4b5c-a591-0fd38f929db5 · outbound

This paper cites Mmrl++: Parameter-efficient and interaction-aware repre- sentation learning for vision-language models.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Mmrl++: Parameter-efficient and interaction-aware repre- sentation learning for vision-language models

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T11:48:15.751243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 2c9a6a96-ef15-4f3e-9e5b-773869f05d8e · outbound

This paper cites Training large language models to reason in a continuous latent space.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Training large language models to reason in a continuous latent space

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T11:48:15.729549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a4520fc8-4d31-4255-b885-07efc042c10f · outbound

This paper cites an unresolved cited work.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-05-20T11:48:15.731451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 56c2101b-cac4-4d9e-b059-67e280457fec · outbound

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

PERL: Parameter Efficient Reasoning in CLIP Latent Space The many faces of robustness: A critical analysis of out-of-distribution generalization

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T11:48:15.733377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 571abe51-c65f-4997-90ee-fdff2d463e00 · outbound

This paper cites Natural adversarial examples.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Natural adversarial examples

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T11:48:15.759837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 2254d019-2aaa-4e7d-82ec-b5e687a31355 · outbound

This paper cites Parameter-efficient transfer learning for nlp.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Parameter-efficient transfer learning for nlp

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T11:48:15.769894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c0a6422c-954f-4ed7-b271-bf7347a47adf · outbound

This paper cites Lora: Low-rank adaptation of large language models.Iclr, 1(2):3.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Lora: Low-rank adaptation of large language models.Iclr, 1(2):3

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T11:48:15.777811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f0eca62f-4bb4-49b8-a532-ec36dd2b34c9 · outbound

This paper cites Fast Quiet-STaR: Thinking Without Thought Tokens.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Fast Quiet-STaR: Thinking Without Thought Tokens

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-20T11:48:15.092145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1a9719b7-ead5-4a38-9769-abc6b6bbf16b · outbound

This paper cites Maple: Multi-modal prompt learning.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Maple: Multi-modal prompt learning

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T11:53:27.183592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9a5304fc-1668-48d4-8ce5-f2c72a928ac7 · outbound

This paper cites Self-regulating prompts: Foundational model adaptation without forgetting.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Self-regulating prompts: Foundational model adaptation without forgetting

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T11:53:27.180076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5d350036-1824-4b8a-95e6-e30648f5a752 · outbound

This paper cites 3d object representations for fine- grained categorization.

PERL: Parameter Efficient Reasoning in CLIP Latent Space 3d object representations for fine- grained categorization

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T11:53:27.174937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f39febec-95f4-47d4-a9fc-02e9caed9885 · outbound

This paper cites Fine-Grained Visual Classification of Aircraft.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Fine-Grained Visual Classification of Aircraft

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-05-20T11:48:15.104059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9dfb4981-b46c-47c4-ba2b-0e33da250809 · outbound

This paper cites Automated flower classification over a large number of classes.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Automated flower classification over a large number of classes

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T11:53:27.197082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1cd94590-43b2-499c-a9f5-ea514fb23f2f · outbound

This paper cites Cats and dogs.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Cats and dogs

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T11:53:27.188429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6beeda41-0929-4cf2-83ed-6c3d1943e6a1 · outbound

This paper cites Learning transferable visual models from natural language supervision.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Learning transferable visual models from natural language supervision

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T11:53:27.186049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 8c254191-df4c-494b-845e-0976055e5627 · outbound

This paper cites Do imagenet classifiers generalize to imagenet? InInternational conference on machine learning, pages 5389–5400.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Do imagenet classifiers generalize to imagenet? InInternational conference on machine learning, pages 5389–5400

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T11:53:27.194136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 7b9b614c-b3f6-4801-b442-27126cc2dbe4 · outbound

This paper cites Reasoning with latent thoughts: On the power of looped transformers.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Reasoning with latent thoughts: On the power of looped transformers

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T11:48:15.789414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 86fcf218-a39a-4460-9d39-f419c39368e3 · outbound

This paper cites UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild.

PERL: Parameter Efficient Reasoning in CLIP Latent Space UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-05-20T11:48:15.101213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation eecab271-ecb2-432e-9f38-b922e3336478 · outbound

This paper cites Learning robust global repre- sentations by penalizing local predictive power.Advances in neural information processing systems, 32.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Learning robust global repre- sentations by penalizing local predictive power.Advances in neural information processing systems, 32

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T11:53:27.191225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6cb4db4f-f675-450a-9556-eb56516803e0 · outbound

This paper cites Sun database: Large-scale scene recognition from abbey to zoo.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Sun database: Large-scale scene recognition from abbey to zoo

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T11:48:15.781505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1a4b2bf8-07a6-4aab-8a73-eb225cd164b1 · outbound

This paper cites Progressive visual prompt learning with contrastive feature re-formation.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Progressive visual prompt learning with contrastive feature re-formation

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T11:48:15.783446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 7494a28b-89fa-4f85-93c2-8c4326302c86 · outbound

This paper cites Progressive Visual Prompt Learning with Contrastive Feature Re-formation.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Progressive Visual Prompt Learning with Contrastive Feature Re-formation

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-20T11:48:15.106817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 02337547-1a8b-4927-83cd-8d7470f1ca77 · outbound

This paper cites Mma: Multi-modal adapter for vision-language models.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Mma: Multi-modal adapter for vision-language models

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T11:48:15.785856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 26b640e4-9905-4a0d-b522-795eb7239c71 · outbound

This paper cites Visual-language prompt tuning with knowledge- guided context optimization.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Visual-language prompt tuning with knowledge- guided context optimization

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T11:48:15.775734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5013b12a-4010-4721-b077-6f1af77373c5 · outbound

This paper cites Tcp:textual-based class-aware prompt tuning for visual-language model.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Tcp:textual-based class-aware prompt tuning for visual-language model

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T11:48:15.779573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 48f548c4-0f08-4cc4-92b6-69cec3458839 · outbound

This paper cites Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-05-20T11:48:15.095164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9f27a82c-4250-49da-bc2f-4f11d72b7145 · outbound

This paper cites Dept: Decoupled prompt tuning.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Dept: Decoupled prompt tuning

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T11:48:15.787619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 2075a111-4f02-46be-9ac4-70b4cfca4b2e · outbound

This paper cites Conditional prompt learning for vision-language models.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Conditional prompt learning for vision-language models

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T11:53:27.177626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0aec0bb8-3d96-445c-b9aa-b45811663fdd · outbound

This paper cites Learning to Prompt for Vision-Language Models.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Learning to Prompt for Vision-Language Models

Reference 38

Resolution: verified exact; doi, observed 2026-05-20T11:48:14.619516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation cfe088f7-4520-4d76-8e75-93f17128e4d8 · outbound

This paper cites Scaling Latent Reasoning via Looped Language Models.

PERL: Parameter Efficient Reasoning in CLIP Latent Space Scaling Latent Reasoning via Looped Language Models

Reference 39

Resolution: malformed identifier; local_arxiv, observed 2026-05-20T11:48:15.098052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Pith citing papers

No inbound Pith citation observations are available.