Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-26T10:53:58.516918Z
Paper Citation Record · LEDGER
As of 12 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2606.22567.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-26T10:53:58.516918Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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
16 of 16 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 541bb697-467d-41fb-acaa-ed4106a70ad7 · outbound
Concept-Constrained Prompt Learning for Few-Shot CLIP Adaptation Describing textures in the wild
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation faffb9d4-a394-443d-a31e-4d52d45812ac · outbound
Concept-Constrained Prompt Learning for Few-Shot CLIP Adaptation Clip-adapter: Better vision-language models with feature adapters
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05ad188e-6d93-43c0-b228-dc16ee288ac1 · outbound
Concept-Constrained Prompt Learning for Few-Shot CLIP Adaptation Unresolved cited work
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc822284-f7e3-4b6d-a400-2160a808e04e · outbound
Concept-Constrained Prompt Learning for Few-Shot CLIP Adaptation Visual prompt tuning
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c28a15b9-87d0-46a4-836a-5b55f17250ec · outbound
Concept-Constrained Prompt Learning for Few-Shot CLIP Adaptation Maple: Multi-modal prompt learning
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4541ef8a-691e-4d0c-8fdb-aa6aec57950d · outbound
Concept-Constrained Prompt Learning for Few-Shot CLIP Adaptation Self-regulating prompts: Foundational model adaptation without forgetting
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 85bf1acd-6d4f-4923-9aa7-b8c1b6f7f99c · outbound
Concept-Constrained Prompt Learning for Few-Shot CLIP Adaptation Concept bottleneck models
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32995762-92e2-4809-8464-6b42d0d7b642 · outbound
Concept-Constrained Prompt Learning for Few-Shot CLIP Adaptation Lampert, Hannes Nickisch, and Stefan Harmeling
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca452870-dd7c-4faa-b637-c279bf7ab10f · outbound
Concept-Constrained Prompt Learning for Few-Shot CLIP Adaptation Visual classification via description from large language models
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9668d987-67a1-459f-9cb3-592b83208d3c · outbound
Concept-Constrained Prompt Learning for Few-Shot CLIP Adaptation Parkhi, Andrea Vedaldi, Andrew Zisserman, and C
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb9c143d-8951-43be-b419-80ecf24feb26 · outbound
Concept-Constrained Prompt Learning for Few-Shot CLIP Adaptation Learning transferable visual models from natural language supervision
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 031ef2db-13b4-422c-983b-5ecb6c3731ac · outbound
Concept-Constrained Prompt Learning for Few-Shot CLIP Adaptation Kgcoop: Knowledge-guided context optimization for vision-language models
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f228c9ef-2188-4094-820c-258eda426af7 · outbound
Concept-Constrained Prompt Learning for Few-Shot CLIP Adaptation Tip-adapter: Training-free clip-adapter for better vision-language modeling
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5159746-1b8f-4ab5-b376-88b89a90c21c · outbound
Concept-Constrained Prompt Learning for Few-Shot CLIP Adaptation Conditional prompt learning for vision-language models
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3cfb85b5-eb04-4433-b163-f78bc3d650fb · outbound
Concept-Constrained Prompt Learning for Few-Shot CLIP Adaptation Learning to prompt for vision-language models
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 45515015-8689-4bf0-b19f-090d81483c78 · outbound
Concept-Constrained Prompt Learning for Few-Shot CLIP Adaptation Prompt-aligned gradient for prompt tuning
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.