Paper Citation Record · LEDGER

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model

As of 7 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2509.03895.

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

pith.paper-citation-record.v1
2509.03895 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T10:38:34.814963Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

35 of 35 outbound references displayed

verified exact2
verified fuzzy21
unresolved11
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c64cae44-341b-48af-9c39-8e383e2a19ac · outbound

This paper cites Accelerating Conditional Prompt Learning via Masked Image Modeling for Vision-Language Models.

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model Accelerating Conditional Prompt Learning via Masked Image Modeling for Vision-Language Models

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-05T10:38:35.510572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 927e97d4-882e-47f4-8c91-8b7ffc8a0ea9 · outbound

This paper cites Describing textures in the wild.

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model Describing textures in the wild

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:38:38.965490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9c9aed4e-c2e6-4597-9fec-342c0318bb34 · outbound

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

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model Imagenet: A large-scale hierarchical image database

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:38:38.847693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2f457c9d-4bca-46b9-beac-83389e1cdf0c · outbound

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

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T10:38:32.583907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6297866-f22b-4ff5-b0d8-6ae6134742ea · outbound

This paper cites Learning to prompt for open-vocabulary object Table 5.

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model Learning to prompt for open-vocabulary object Table 5

Reference 5

Resolution: malformed identifier; raw_fallback, observed 2026-08-05T10:38:38.699811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation aa37dac8-bd51-4f7d-95d2-147ac5bb7db0 · outbound

This paper cites Learning gener- ative visual models from few training examples: An incre- mental bayesian approach tested on 101 object categories.

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model Learning gener- ative visual models from few training examples: An incre- mental bayesian approach tested on 101 object categories

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:38:38.575371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2a6c4d74-0d82-42b3-95e9-63219634dfb2 · outbound

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

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model CLIP-Adapter: Better Vision-Language Models with Feature Adapters

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T10:38:32.816317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f96d96d8-24ed-4363-96a4-5eb9f0b40f26 · outbound

This paper cites Open-vocabulary Object Detection via Vision and Language Knowledge Distillation.

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model Open-vocabulary Object Detection via Vision and Language Knowledge Distillation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T10:38:32.882353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 364d720d-35d1-4801-8e5f-a87468f5e535 · outbound

This paper cites Deep residual learning for image recognition.

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model Deep residual learning for image recognition

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:38:38.427446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 45badd11-c3b5-4e3e-9509-230eea41ef7b · outbound

This paper cites Eurosat: A novel dataset and deep learning benchmark for land use and land cover classification.

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model Eurosat: A novel dataset and deep learning benchmark for land use and land cover classification

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:38:38.289350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7ff0dfd4-383d-43c9-8fbf-ac20997db6d9 · outbound

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

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model The many faces of robust- ness: A critical analysis of out-of-distribution generalization

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:38:38.133392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation eef1642c-d45a-4bff-a340-363b0fc09342 · outbound

This paper cites Natural adversarial examples.

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model Natural adversarial examples

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:38:38.007794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 475eee5d-f078-4db4-8b66-4a662618bee9 · outbound

This paper cites Gallop: Learning global and local prompts for vision-language models.

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model Gallop: Learning global and local prompts for vision-language models

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:38:37.879279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 39f7addb-e785-4132-af11-6de6a3e685aa · outbound

This paper cites Decoupled Weight Decay Regularization.

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model Decoupled Weight Decay Regularization

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T10:38:33.300869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63dbc736-73a6-4fd6-a0fa-75b9ca7f5455 · outbound

This paper cites Vilbert: Pretraining task-agnostic visiolinguistic representations for vision-and-language tasks.

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model Vilbert: Pretraining task-agnostic visiolinguistic representations for vision-and-language tasks

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T10:38:33.384744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c26a6630-fe86-4095-83ca-233e3c4dd86c · outbound

This paper cites Fine-Grained Visual Classification of Aircraft.

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model Fine-Grained Visual Classification of Aircraft

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T10:38:33.440910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d48385e4-5bfc-465a-94aa-193f94775e20 · outbound

This paper cites Locoop: Few-shot out-of-distribution detection via prompt learning.

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model Locoop: Few-shot out-of-distribution detection via prompt learning

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:38:37.746542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1d0422c1-e8a4-4eb8-ba97-6b024ddce208 · outbound

This paper cites Debiasing, calibrating, and improving semi-supervised learning performance via simple ensemble projector.

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model Debiasing, calibrating, and improving semi-supervised learning performance via simple ensemble projector

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:38:37.628767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dd54a4a5-a189-499d-b406-ae87affec971 · outbound

This paper cites Sequencematch: Revisiting the design of weak-strong augmentations for semi-supervised learning.

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model Sequencematch: Revisiting the design of weak-strong augmentations for semi-supervised learning

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:38:37.446260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 71e44c00-43b3-46a0-8145-2f20455dfdae · outbound

This paper cites On calibration of prompt learning using temperature scaling.

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model On calibration of prompt learning using temperature scaling

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:38:37.221731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 136539b0-c43e-4e54-a688-f587770705b9 · outbound

This paper cites Boosting semi- supervised learning by bridging high and low-confidence predictions.

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model Boosting semi- supervised learning by bridging high and low-confidence predictions

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:38:37.010494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 097340f0-c97d-4a0f-a2fd-795e761b79db · outbound

This paper cites Adaptive cache enhancement for test- time adaptation of vision-language models.

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model Adaptive cache enhancement for test- time adaptation of vision-language models

Reference 22

Resolution: verified exact; raw_fallback, observed 2026-08-05T10:38:35.233777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1fdc48bd-61f5-4ab4-b6b0-d5c68ea7b6e1 · outbound

This paper cites Proto-clip: Vision-language prototypical network for few-shot learning.

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model Proto-clip: Vision-language prototypical network for few-shot learning

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:38:36.734860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dcada900-7b6c-48dd-8750-d0ddc8f6a822 · outbound

This paper cites Cats and dogs.

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model Cats and dogs

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:38:36.516368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bba2293a-8aa4-44d2-a09a-2922e6660ce9 · outbound

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

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model Learning transferable visual models from natural language supervision

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:38:36.317396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6cd70bbb-8f11-4819-9454-42b8499834d5 · outbound

This paper cites Meta-adapter: An online few-shot learner for vision-language model.

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model Meta-adapter: An online few-shot learner for vision-language model

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:38:36.196770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 336a9857-7861-44f0-a4d2-eda70d8c088d · outbound

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

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T10:38:34.195332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e494f152-e49b-4c76-85be-fa7ec22e0c33 · outbound

This paper cites LXMERT: Learning Cross-Modality Encoder Representations from Transformers.

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model LXMERT: Learning Cross-Modality Encoder Representations from Transformers

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T10:38:34.289924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d2d8eea-96c3-46cd-aa4c-20444bb25c7c · outbound

This paper cites Attention is all you need.

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model Attention is all you need

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T10:38:34.361960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 507ddd6c-cf86-41f8-9526-93532de6227a · outbound

This paper cites Learning robust global representations by penalizing local predictive power.

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model Learning robust global representations by penalizing local predictive power

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:38:36.001684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 912eaa99-f8fb-4333-bf0e-b90a5e13a0af · outbound

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

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model Sun database: Large-scale scene recog- nition from abbey to zoo

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:38:35.882840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cdca2cc4-7826-4ef8-bc17-84f86d4e290f · outbound

This paper cites Dual Modality Prompt Tuning for Vision-Language Pre-Trained Model.

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model Dual Modality Prompt Tuning for Vision-Language Pre-Trained Model

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T10:38:34.556038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 014ff591-b180-43fb-8ecb-b479a7f57ed1 · outbound

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

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language Modeling

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T10:38:34.663103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c062390-4ed8-4422-987b-69003325eb7c · outbound

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

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model Conditional prompt learning for vision-language models

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:38:35.752900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2291968b-3534-41b4-9342-705809ab650d · outbound

This paper cites Learning to prompt for vision-language models.

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model Learning to prompt for vision-language models

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:38:35.634444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.