Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Variance Alignment Score: A Simple But Tough-to-Beat Data Selection Method for Multimodal Contrastive Learning
As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2402.02055.
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, observed 2026-08-15T23:55:36.052892Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-07T04:26:33.725983Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 61047a92-409b-43e9-b060-42d5b4bfd66e · inbound
Active Data Curation Effectively Distills Large-Scale Multimodal Models cites this paper.
Active Data Curation Effectively Distills Large-Scale Multimodal Models Variance Alignment Score: A Simple But Tough-to-Beat Data Selection Method for Multimodal Contrastive Learning
Reference 169
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T11:06:36.368647Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bec2b03c-b48a-4cc0-a6fc-e85f870415c9 · inbound
Joint Generalized Cosine Similarity: A Novel Method for N-Modal Semantic Alignment Based on Contrastive Learning cites this paper.
Joint Generalized Cosine Similarity: A Novel Method for N-Modal Semantic Alignment Based on Contrastive Learning Variance Alignment Score: A Simple But Tough-to-Beat Data Selection Method for Multimodal Contrastive Learning
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:55:36.052892Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2851f5d-d896-4c48-95c1-c238446bb0b0 · inbound
ContextRefine-CLIP for EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2025 cites this paper.
ContextRefine-CLIP for EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2025 Variance Alignment Score: A Simple But Tough-to-Beat Data Selection Method for Multimodal Contrastive Learning
Reference 10
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T04:26:33.732440Z
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 2b8c12b4-dd4d-4b82-8221-77c65f727410 · inbound
SynC: Synthetic Image Caption Dataset Refinement with One-to-many Mapping for Zero-shot Image Captioning cites this paper.
SynC: Synthetic Image Caption Dataset Refinement with One-to-many Mapping for Zero-shot Image Captioning Variance Alignment Score: A Simple But Tough-to-Beat Data Selection Method for Multimodal Contrastive Learning
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:16:07.849285Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.