Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T04:09:12.416404Z
Paper Citation Record · LEDGER
Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin
As of 17 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2505.02056.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
19 of 19 outbound references displayed
- verified exact1
- verified fuzzy6
- unresolved12
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation c135a6b0-a19f-499c-a9fa-fd1384c913e6 · outbound
This paper cites R., Sharma, L., and Babu, R.
Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin R., Sharma, L., and Babu, R
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:09:12.936291Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d775cb6f-51ba-4936-8b50-fd651ee989e3 · outbound
This paper cites an unresolved cited work.
Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:09:12.855756Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c3bc825d-a8ce-444f-a518-0d8a43eb951f · outbound
This paper cites Gu, X., Lin, T., Kuo, W., and Cui, Y.
Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin Gu, X., Lin, T., Kuo, W., and Cui, Y
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:09:12.358395Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bbef0d2b-425e-4a69-9bf0-19aea711a5ee · outbound
This paper cites Fine-Grained Visual Classification of Aircraft.
Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin Fine-Grained Visual Classification of Aircraft
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:09:12.376361Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation abcb659a-a7f7-4619-a5a7-5da956c0844e · outbound
This paper cites Kim, J., Ku, Y ., Kim, J., Cha, J., and Baek, S.
Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin Kim, J., Ku, Y ., Kim, J., Cha, J., and Baek, S
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:09:12.371750Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cab43c5c-935d-450e-839a-11be4c3913e5 · outbound
This paper cites an unresolved cited work.
Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin Unresolved cited work
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:09:12.388167Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 536642f2-4429-4453-a60f-2529d29c7a0e · outbound
This paper cites Florence: A New Foundation Model for Computer Vision.
Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin Florence: A New Foundation Model for Computer Vision
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:09:12.392222Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f0bb4d4-8c45-4fd6-874b-f3d6569f2a3b · outbound
This paper cites Learning to Prompt for Vision-Language Models.
Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin Learning to Prompt for Vision-Language Models
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:09:12.400739Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0418c82b-04de-4fd1-87de-3b2f9f899096 · outbound
This paper cites C., and Liu, Z.
Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin C., and Liu, Z
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:09:12.869367Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 46f5c891-a6c2-41cd-b729-cfc7ba8a5af2 · outbound
This paper cites Handling Imbalanced Pseudolabels for VLMs with Concept Alignment and Confusion-Aware Calibrated Margin.
Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin Handling Imbalanced Pseudolabels for VLMs with Concept Alignment and Confusion-Aware Calibrated Margin
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:09:12.408625Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a7e69607-d068-40c4-9bfc-4c934a4f720d · outbound
This paper cites Comparison Methods We briefly introduce the baselines in this section.
Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin Comparison Methods We briefly introduce the baselines in this section
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:09:12.841739Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 604c34ab-db14-476d-b67e-17784fb4dd48 · outbound
This paper cites Marvelovd: Marrying object recognition and vision-language models for robust open-vocabulary object detection.
Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin Marvelovd: Marrying object recognition and vision-language models for robust open-vocabulary object detection
Reference 2011
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:09:12.883458Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 58119c50-7937-4fa5-b4d2-07ef817177f3 · outbound
This paper cites CLIP-Adapter: Better Vision-Language Models with Feature Adapters.
Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin CLIP-Adapter: Better Vision-Language Models with Feature Adapters
Reference 2014
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:09:12.353691Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 243366ba-e873-4628-9a46-9db37ec1dae7 · outbound
This paper cites Describing textures in the wild.
Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin Describing textures in the wild
Reference 2017
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:09:12.922037Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 530e4183-ba3e-4995-a3a1-465d5ecfbb05 · outbound
This paper cites The caltech-ucsd birds-200-2011 dataset.
Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin The caltech-ucsd birds-200-2011 dataset
Reference 2018
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:09:12.380684Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2266a9f3-00e5-40e7-bf73-d955c0543e79 · outbound
This paper cites Unsupervised Prompt Learning for Vision-Language Models.
Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin Unsupervised Prompt Learning for Vision-Language Models
Reference 2019
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:09:12.363338Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7123ad45-4d58-4392-a778-c9aa7356ea6a · outbound
This paper cites Unified Vision and Language Prompt Learning.
Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin Unified Vision and Language Prompt Learning
Reference 2021
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:09:12.396220Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2982255e-d846-4caf-b792-e2ef837301f6 · outbound
This paper cites U., Rasheed, H.
Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin U., Rasheed, H
Reference 2022
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:09:12.907668Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation efb836b1-3228-4e42-94cd-0b1bf3c3f959 · outbound
This paper cites 2024.02258.
Reference 2024
- Resolution
- verified exact
- raw_fallback, observed 2026-08-16T04:09:12.826756Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Pith citing papers
No inbound Pith citation observations are available.