Paper Citation Record · LEDGER

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting

As of 15 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 4 inbound Pith citation observations for arXiv:2412.00767.

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

pith.paper-citation-record.v1
2412.00767 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T05:05:12.248908Z

measured 65 of 65 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T05:05:12.248908Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T01:27:02.506951Z

Reference resolution

61 of 61 outbound references displayed

verified exact4
verified fuzzy6
unresolved51
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 93678c13-a1d6-4aec-b0be-ba5468426cd4 · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.783072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3b9bd44e-d8a2-4cee-8a62-f671f221d0b5 · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.774160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fb83c38f-2f42-482a-8774-c8d6236575dc · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.765093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 62523795-5829-42c2-ba12-254d5e2fd64b · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.755794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 27ff4471-c939-4f9e-8b31-fbc660451448 · outbound

This paper cites Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC).

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T05:05:12.088118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb5bb1a6-3792-4c7d-a356-c22019e175ce · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.738301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f91d273f-6d94-4c59-9b78-80a6505aa340 · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.729501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 02a212d6-f31d-496e-96e2-5c6f8b43d313 · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.720905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 32d3623f-a496-4001-8228-7994090b4148 · outbound

This paper cites Wave-SAN: Wavelet based Style Augmentation Network for Cross-Domain Few-Shot Learning.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Wave-SAN: Wavelet based Style Augmentation Network for Cross-Domain Few-Shot Learning

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-12T05:05:12.422877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d4c90ffd-c5e2-4637-afe9-6c5347d965de · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.712241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b4d3b9e2-5329-4eb2-b299-8d7c9f79887c · outbound

This paper cites CLIP-Adapter: Better Vision-Language Models with Feature Adapters.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting CLIP-Adapter: Better Vision-Language Models with Feature Adapters

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T05:05:12.107228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6e7f3f0-4f49-4c5f-9232-2eda5fd7d519 · outbound

This paper cites Few-Shot Learning with Graph Neural Networks.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Few-Shot Learning with Graph Neural Networks

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T05:05:12.110471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22cf6fd3-fde3-4fea-a43e-e2072445e141 · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.703687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 02f6e03b-9f70-4202-b356-db59aec24614 · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.688425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ed4da73b-4e09-4294-979a-9c615177e306 · outbound

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

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:05:12.696050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation eb3d3b50-ee6e-4ac6-be61-fdf05914dd9b · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.675576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 293455c2-75e5-4843-b793-27e3bac184dd · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T05:05:12.121891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 448a607b-712a-4edb-8f72-3118d9630c5d · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T05:05:12.132299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65a85ec4-1ecb-4dcb-a5d1-a39eb846007e · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.649028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d4ee034d-88eb-4d1d-9044-e159a1734365 · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.657893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fa205838-72b1-47ab-a90a-6b081a508672 · outbound

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

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting The Power of Scale for Parameter-Efficient Prompt Tuning

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T05:05:12.139867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b05ff30b-5c35-4d56-a38c-cad1c55a86b7 · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.631661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6ae0c562-c621-49fd-9904-89783b925e1e · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.640003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fe0222bd-6295-413a-a9fb-c581a86c48a2 · outbound

This paper cites Prefix-Tuning: Optimizing Continuous Prompts for Generation.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Prefix-Tuning: Optimizing Continuous Prompts for Generation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T05:05:12.148313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6f56db3-46bd-46b9-888b-f5a2eaf54ebd · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.614195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9571d411-ad6e-4540-9a58-d0edc8b6f850 · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.622956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6d6519aa-9b0c-4f0d-8060-be27eebc3f5d · outbound

This paper cites Prompt-Matched Semantic Segmentation.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Prompt-Matched Semantic Segmentation

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-12T05:05:12.371276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 97942b9d-73bf-4ace-a135-53a954610e1b · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-12T05:05:12.162929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46cd8d3f-4033-455e-92de-cace415d7e9a · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.605559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bef0e5dd-fd55-43cb-b569-32eaa7b84fbb · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.592439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c1d6b503-ec2c-494e-b691-e756654ca551 · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.585082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d7baa66a-b66a-4a40-891e-19dc292fcb36 · outbound

This paper cites LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-12T05:05:12.350447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 31109cda-9f8b-4f53-8577-ec11de77d57b · outbound

This paper cites P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T05:05:12.165770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71189347-abc9-46a4-abb7-067e32381704 · outbound

This paper cites Self-training for Few-shot Transfer Across Extreme Task Differences.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Self-training for Few-shot Transfer Across Extreme Task Differences

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-12T05:05:12.181247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfa87d24-8d5e-4a86-b909-0c6fce83a9ec · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-12T05:05:12.184292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a272076f-c28b-46f9-bb84-f791b97c2c43 · outbound

This paper cites Retrieval-Enhanced Visual Prompt Learning for Few-shot Classification.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Retrieval-Enhanced Visual Prompt Learning for Few-shot Classification

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T05:05:12.190067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ab8f8dd-b893-4ee8-9fb0-8b103ed97f14 · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.576881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5064185c-2a8a-4887-a5b6-b6e06ef327f0 · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.537372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2a150036-8e55-48c1-9c46-70d732967349 · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-12T05:05:12.202512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5de0405-cdd3-4ff9-bd1d-d6af299333a6 · outbound

This paper cites In Proceedings of the IEEE/CVF International Conference on Computer Vision.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting In Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:05:12.563415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3910b8e6-0691-466a-bb3f-f3d617ec753a · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.524097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a619897a-5b64-40b9-aa2b-679e69a797d6 · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.554663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 33abbb46-3089-4613-8e87-d5632a215815 · outbound

This paper cites In ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting In ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:05:12.546238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f11fdbda-84cf-4714-8e6f-c7d519858ff3 · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.515851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation cc0912ca-12ae-40f7-9ebc-ed96664858ef · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.507471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 07316a41-5623-42c0-a743-c89edcdb5de0 · outbound

This paper cites Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-12T05:05:12.205744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87a24efd-e800-44a4-97df-2bda88de1650 · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.482258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9b30cc55-dbbf-4d6f-a66a-f260166674e8 · outbound

This paper cites Cross-Domain Few-Shot Classification via Adversarial Task Augmentation.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Cross-Domain Few-Shot Classification via Adversarial Task Augmentation

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-12T05:05:12.214285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7eee199-017a-4af6-a234-aebfdf32bc18 · outbound

This paper cites Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language Modeling.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language Modeling

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-12T05:05:12.234231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 571a0a7b-64e1-4bdf-a490-ec552e676708 · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.457655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation beba031b-613c-427d-92a5-7111a84f5c31 · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.499378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation df7694a6-1675-4197-8472-a41a4ce5cddd · outbound

This paper cites In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:05:12.490798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 142e7cb0-e685-4461-8c93-159464d688ca · outbound

This paper cites Cross-Level Distillation and Feature Denoising for Cross-Domain Few-Shot Classification.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Cross-Level Distillation and Feature Denoising for Cross-Domain Few-Shot Classification

Reference 54

Resolution: verified exact; local_arxiv, observed 2026-08-12T05:05:12.297265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b95c7d90-c689-4084-9d1b-ec9eec06566b · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.473012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 95662312-c2c7-4d84-8b01-1b1a78c90ed4 · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.465558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e418c54d-33bb-484a-a619-8f89c54900f8 · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.449365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9c3b99db-89c9-4185-bc53-56be1c7e59c1 · outbound

This paper cites an unresolved cited work.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Unresolved cited work

Reference 60

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:05:12.440774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 07be865c-ae06-43bf-b830-17c7fe394809 · outbound

This paper cites Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-12T05:05:12.248908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f3f39d9-9b4b-4421-823e-a7aeee9677f1 · outbound

This paper cites Feature Transformation Ensemble Model with Batch Spectral Regularization for Cross-Domain Few-Shot Classification.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Feature Transformation Ensemble Model with Batch Spectral Regularization for Cross-Domain Few-Shot Classification

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-12T05:05:12.156998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea625638-3d98-440f-8108-57c6d69f03df · outbound

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

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:05:12.666701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8c346708-e2ec-4274-9441-ba9e4461a05a · outbound

This paper cites In Proceedings of the IEEE/CVF International Conference on Computer Vision.

Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting In Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:05:12.746662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

Observation 07be865c-ae06-43bf-b830-17c7fe394809 · inbound