Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
PerturboLLaVA: Reducing Multimodal Hallucinations with Perturbative Visual Training
As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2503.06486.
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 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T00:53:22.876621Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-15T20:50:17.361347Z
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 2ebe15e8-a5bb-4460-9e0a-5cd104514666 · inbound
Hallucination of Multimodal Large Language Models: A Survey cites this paper.
Hallucination of Multimodal Large Language Models: A Survey PerturboLLaVA: Reducing Multimodal Hallucinations with Perturbative Visual Training
Reference 24
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T12:33:33.612664Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 025bc15a-1b16-449e-a139-60cba9df9944 · inbound
Not All Tokens and Heads Are Equally Important: Dual-Level Attention Intervention for Hallucination Mitigation cites this paper.
Not All Tokens and Heads Are Equally Important: Dual-Level Attention Intervention for Hallucination Mitigation PerturboLLaVA: Reducing Multimodal Hallucinations with Perturbative Visual Training
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:53:22.876621Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3183994d-7ed0-4758-b10b-f3d17259ae19 · inbound
Capturing Gaze Shifts for Guidance: Cross-Modal Fusion Enhancement for VLM Hallucination Mitigation cites this paper.
Capturing Gaze Shifts for Guidance: Cross-Modal Fusion Enhancement for VLM Hallucination Mitigation PerturboLLaVA: Reducing Multimodal Hallucinations with Perturbative Visual Training
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T08:14:35.798130Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0f7b3eb-afa1-4583-88dd-bcfc239420b3 · inbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking cites this paper.
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking PerturboLLaVA: Reducing Multimodal Hallucinations with Perturbative Visual Training
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T20:50:17.363150Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 80f46864-0727-4a37-a25f-6c5709cc0104 · inbound
C-PTQ: Fisher-weighted Channel-wise Sensitivity for Post-training Quantization of MLLMs cites this paper.
C-PTQ: Fisher-weighted Channel-wise Sensitivity for Post-training Quantization of MLLMs PerturboLLaVA: Reducing Multimodal Hallucinations with Perturbative Visual Training
Reference 274
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T08:36:18.092420Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.