Paper Citation Record · LEDGER

Mitigating Object Hallucination via Concentric Causal Attention

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2410.15926.

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

pith.paper-citation-record.v1
2410.15926 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T22:43:59.479125Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-01T07:05:28.541400Z

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 4ccb9dd4-7ecf-443c-af8f-e05c9c6e59bb · inbound

From Visuals to Vocabulary: Establishing Equivalence Between Image and Text Token Through Autoregressive Pre-training in MLLMs cites this paper.

From Visuals to Vocabulary: Establishing Equivalence Between Image and Text Token Through Autoregressive Pre-training in MLLMs Mitigating Object Hallucination via Concentric Causal Attention

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T22:43:59.479125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c8f3bd6-a425-4342-8a02-1807d5796af7 · inbound

Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding cites this paper.

Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding Mitigating Object Hallucination via Concentric Causal Attention

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:27.933933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c17df068-c0d2-4f71-849e-0885b32ad3ce · inbound

Retrieval Visual Contrastive Decoding to Mitigate Object Hallucinations in Large Vision-Language Models cites this paper.

Retrieval Visual Contrastive Decoding to Mitigate Object Hallucinations in Large Vision-Language Models Mitigating Object Hallucination via Concentric Causal Attention

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T13:57:07.818416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 760ef452-36d5-4f40-813f-dd9579d8833d · inbound

CAI: Caption-Sensitive Attention Intervention for Mitigating Object Hallucination in Large Vision-Language Models cites this paper.

CAI: Caption-Sensitive Attention Intervention for Mitigating Object Hallucination in Large Vision-Language Models Mitigating Object Hallucination via Concentric Causal Attention

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T21:44:58.477300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 411a568b-4c58-45f2-a6ed-5323307509ea · inbound

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models cites this paper.

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models Mitigating Object Hallucination via Concentric Causal Attention

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-06T18:09:10.520717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea672a8d-2de8-4e06-b2b7-f9c1e75fe375 · inbound

CAST: Mitigating Object Hallucination in Large Vision-Language Models via Caption-Guided Visual Attention Steering cites this paper.

CAST: Mitigating Object Hallucination in Large Vision-Language Models via Caption-Guided Visual Attention Steering Mitigating Object Hallucination via Concentric Causal Attention

Reference 56

Resolution: metadata mismatch; arxiv_id, observed 2026-05-09T06:50:40.230899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b8a99544-8e86-4505-b25d-b22a8fc3a031 · inbound

When Looking Is Not Enough: Visual Attention Structure Reveals Hallucination in MLLMs cites this paper.

When Looking Is Not Enough: Visual Attention Structure Reveals Hallucination in MLLMs Mitigating Object Hallucination via Concentric Causal Attention

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:57:05.253388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 922b3555-7179-409a-b0b5-6b2b448fc530 · inbound

Clearer Sight, Fewer Lies: Oriented Pickup Preference Optimization for Multimodal Hallucination Mitigation cites this paper.

Clearer Sight, Fewer Lies: Oriented Pickup Preference Optimization for Multimodal Hallucination Mitigation Mitigating Object Hallucination via Concentric Causal Attention

Reference 72

Resolution: verified exact; arxiv_id, observed 2026-06-30T06:14:18.725155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0a085868-c944-45d4-8aeb-d3a15ff8cdae · inbound

Clearer Sight, Fewer Lies: Oriented Pickup Preference Optimization for Multimodal Hallucination Mitigation cites this paper.

Clearer Sight, Fewer Lies: Oriented Pickup Preference Optimization for Multimodal Hallucination Mitigation Mitigating Object Hallucination via Concentric Causal Attention

Reference 72

Resolution: verified exact; arxiv_id, observed 2026-07-01T07:05:28.544254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.