Pith. sign in

Paper Citation Record · LEDGER

Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 27 inbound Pith citation observations for arXiv:2311.16922.

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

pith.paper-citation-record.v1
2311.16922 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 27 of 27 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:27:57.565665Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

2
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation f0e8cb9a-e837-42ea-ba0f-860d591cbdfd · inbound

A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions cites this paper.

A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

Reference 168

Resolution
verified exact
arxiv_id, observed 2026-05-13T02:46:27.681248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-13T02:46:26.957539Z digest=sha256:de48686dc3b976aeedd52ed160aa4042b97e44970a1fdde571a11a33286d5a48

Observation c0191055-cbcc-4cdd-8a37-a73775fe62b6 · inbound

A Survey on Hallucination in Large Vision-Language Models cites this paper.

A Survey on Hallucination in Large Vision-Language Models Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-13T22:10:10.322914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-13T22:10:10.186950Z digest=sha256:90cf962f03524bd862ee897fed8ad9e1dbbc3701f5d872eab3376d3931dce866

Observation 68926ab2-bc3c-458c-8158-9c985be858aa · inbound

Aligning Modalities in Vision Large Language Models via Preference Fine-tuning cites this paper.

Aligning Modalities in Vision Large Language Models via Preference Fine-tuning Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

Reference 156

Resolution
verified exact
arxiv_id, observed 2026-05-17T10:58:53.380157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-05-17T10:58:53.215887Z digest=sha256:c10822c7ef78318d86df7c164c856e0bdebb78f58b16282735e5614f8ef09d7d

Observation 2ba7dc03-d334-47c0-9c28-2ede48ea8dda · inbound

Hallucination of Multimodal Large Language Models: A Survey cites this paper.

Hallucination of Multimodal Large Language Models: A Survey Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

Reference 98

Resolution
verified exact
arxiv_id, observed 2026-05-11T12:33:33.917112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T12:33:32.631346Z digest=sha256:2e6d276970d6176b08fe0be6040750898e1ffd4b485f5981224ed475e4eea8c5

Observation a21c023e-7bec-4db4-b5c7-e534f5225d1d · 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 Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T13:57:06.152910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:57:06.152910Z digest=sha256:f662083c6576fb106f82fefb8927d5257493cdecedd27bb4fd05a7a0c0cc2b47

Observation a7f89ee4-6ae8-4666-9856-2852cbe51c38 · inbound

Image Tokens Matter: Mitigating Hallucination in Discrete Tokenizer-based Large Vision-Language Models via Latent Editing cites this paper.

Image Tokens Matter: Mitigating Hallucination in Discrete Tokenizer-based Large Vision-Language Models via Latent Editing Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T14:27:57.565665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:27:57.565665Z digest=sha256:205f3190786aab9504b433a765d4c00994a860bb47a3913824c278ede3446566

Observation 915c4e06-27ad-42ee-a5b9-7262d7cbbab5 · inbound

Mitigating Object Hallucination via Robust Local Perception Search cites this paper.

Mitigating Object Hallucination via Robust Local Perception Search Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T05:54:00.905796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:54:00.905796Z digest=sha256:0ee11109181b9daf13a707d2034bcb3a6501f829113e52fdfa33b6c6d9c2e665

Observation 3843924e-01e0-4a07-8f1d-c592b3faf994 · inbound

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images cites this paper.

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T05:43:32.054370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:43:32.054370Z digest=sha256:130788b9a2bc26d85da2eb22561cad24f97ccabec641e7c653e253d2221dd889

Observation bba5652d-6683-4270-b8d7-0c0cee8a4b2a · inbound

INTER: Mitigating Hallucination in Large Vision-Language Models by Interaction Guidance Sampling cites this paper.

INTER: Mitigating Hallucination in Large Vision-Language Models by Interaction Guidance Sampling Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T19:38:19.346285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:38:19.346285Z digest=sha256:b7da10d344458ad62791fe6111231bedc9f249e7c351bc00f395c13c41e0305e

Observation f3acecae-50c4-4194-b7cc-c7b40357b268 · inbound

When Seeing Overrides Knowing: Disentangling Knowledge Conflicts in Vision-Language Models cites this paper.

When Seeing Overrides Knowing: Disentangling Knowledge Conflicts in Vision-Language Models Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-19T03:52:01.503887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-05-19T03:51:17.765919Z digest=sha256:1dd8d525042b2290bef3912443c686d182294412e1b5999321476e99b2601c86

Observation 600f7aba-f0f4-46fe-8b39-bc34fb4d2bd4 · inbound

Improving Alignment in LVLMs with Debiased Self-Judgment cites this paper.

Improving Alignment in LVLMs with Debiased Self-Judgment Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-05T15:00:53.727463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:00:53.727463Z digest=sha256:f7e479db6cdf92bd1175abca792be284cf1e18d65792c5a97a88a7ce5dff6d1f

Observation 7c4a19ca-b264-40bc-9938-3d7cd6926da1 · inbound

Adaptive Residual-Update Steering for Low-Overhead Hallucination Mitigation in Large Vision Language Models cites this paper.

Adaptive Residual-Update Steering for Low-Overhead Hallucination Mitigation in Large Vision Language Models Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-21T18:50:30.085492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-05-21T18:47:28.768554Z digest=sha256:2b89fe862e53595adc984744472728ea46dddb360ed3b096c711f11bd12da7ca

Observation 0f6b4afb-69df-40ef-8f7c-7c1e7409ba17 · inbound

SARE: Sample-wise Adaptive Reasoning for Training-free Fine-grained Visual Recognition cites this paper.

SARE: Sample-wise Adaptive Reasoning for Training-free Fine-grained Visual Recognition Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

Reference 5

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T09:55:24.587276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-15T09:51:29.734345Z digest=sha256:41862bbbd4fb4e24c410927dcaa089dfae1bf3f41f0ad745d1a2c7fda0bb41c3

Observation eda92918-da62-4fa3-8233-c4017b2017ce · inbound

Not All Tokens See Equally: Perception-Grounded Policy Optimization for Large Vision-Language Models cites this paper.

Not All Tokens See Equally: Perception-Grounded Policy Optimization for Large Vision-Language Models Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

Reference 1

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T21:23:17.407397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-13T21:22:10.112937Z digest=sha256:ff7faa58e5a9083775a7f5c486c82bbb15c8c6723c31fc7684016f364d955174

Observation 4ae0712b-67df-4af4-99c2-d4614e4c2103 · inbound

HypEHR: Hyperbolic Modeling of Electronic Health Records for Efficient Question Answering cites this paper.

HypEHR: Hyperbolic Modeling of Electronic Health Records for Efficient Question Answering Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

Reference 262

Resolution
verified exact
arxiv_id, observed 2026-05-09T23:54:45.345336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-05-09T23:51:47.724033Z digest=sha256:7df182e9a70655b8d989ee7e09aabb1abe15cede520728938ad573b3d1d16667

Observation cfecbceb-cc2e-4e4d-98bd-98cd87d0b66c · inbound

State Beyond Appearance: Diagnosing and Improving State Consistency in Dial-Based Measurement Reading cites this paper.

State Beyond Appearance: Diagnosing and Improving State Consistency in Dial-Based Measurement Reading Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-05-12T09:16:26.537059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-07T11:45:57.291112Z digest=sha256:af8dfc2715cc9e274deac07db7a61ed1d3efccf4400805e3c2e5abbe5f49a353

Observation 9a73a940-a5c4-4d95-be9c-81bef7b6b098 · inbound

Breaking the Illusion: When Positive Meets Negative in Multimodal Decoding cites this paper.

Breaking the Illusion: When Positive Meets Negative in Multimodal Decoding Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:25:57.216356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T01:25:41.549837Z digest=sha256:20c5705b02321c58cd7106fcdf711d9ec65ca4799451429591c703421c3d595d

Observation e55719bf-4b1a-4f31-9f8a-e7d8cb61e236 · inbound

Letting the neural code speak: Automated characterization of monkey visual neurons through human language cites this paper.

Letting the neural code speak: Automated characterization of monkey visual neurons through human language Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

Reference 110

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T02:12:07.056243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-05-13T02:12:00.335761Z digest=sha256:25342538d135f1a55f03396a56e5c4722abdc25fedd4aa60acaa61efa57775b9

Observation 0a96231b-f5cb-4582-bb4b-0b45e1d20ebe · inbound

Letting the neural code speak: Automated characterization of monkey visual neurons through human language cites this paper.

Letting the neural code speak: Automated characterization of monkey visual neurons through human language Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

Reference 107

Resolution
metadata mismatch
arxiv_id, observed 2026-05-20T21:19:03.001086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-05-20T21:17:53.615009Z digest=sha256:2d2b2fa80b482b591556ed74132dda274c2b47f13a247e3c7fc441e9b5b60705

Observation 4a737f64-676c-4d78-9a1b-b1443b1f3f37 · inbound

Deep Pre-Alignment for VLMs cites this paper.

Deep Pre-Alignment for VLMs Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

Reference 81

Resolution
verified exact
arxiv_id, observed 2026-05-19T16:27:39.250686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-05-19T16:26:41.094936Z digest=sha256:ce5f6ab45e65b0ece6567bc3ab98834d3c91db3dd4945678dfcb348de412e5a3

Observation 1fc56255-7666-493f-a2b9-a72fc333466d · inbound

Causal Evidence for Attention Head Imbalance in Modality Conflict Hallucination cites this paper.

Causal Evidence for Attention Head Imbalance in Modality Conflict Hallucination Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

Reference 10

Resolution
metadata mismatch
arxiv_id, observed 2026-05-20T06:28:05.497469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-20T06:25:43.369455Z digest=sha256:3f86a4ace6f41ce8e664af45d13645d687563edae48d7a27af71923d364ae859

Observation 6c8830c9-197f-4848-81ca-fd05f20dfb1e · inbound

Rethinking Visual Neglect: Steering via Context-Preference for MLLM Hallucination Mitigation cites this paper.

Rethinking Visual Neglect: Steering via Context-Preference for MLLM Hallucination Mitigation Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-06-29T13:33:28.069549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-29T13:29:33.614965Z digest=sha256:59e40aef4d2cf25a6eb269fddb4db89447b4b162291bf38d135e7e993d00525e

Observation 13e05e76-6570-4995-8e5b-be631aab7536 · inbound

What Makes LVLMs Hallucinate Less? Unveiling the Architectural Factors Behind Hallucination Robustness cites this paper.

What Makes LVLMs Hallucinate Less? Unveiling the Architectural Factors Behind Hallucination Robustness Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-06-28T23:22:46.605634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T23:21:50.254449Z digest=sha256:09a8a06d2727e3a80790cf5b2de2b79b0c7ed81e70785c135eacdd1d3d6051cc

Observation 0c73fbfd-83eb-493a-9bb3-e3e148ef0c9d · 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 Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-06-30T06:14:18.755438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-30T06:13:11.013395Z digest=sha256:3371a6dd4d5b8b1731f9aa7329dc8107e1aff074919919154e6c6fd513c88624

Observation 3f1a566d-2894-459d-baca-eb4359d82f2e · 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 Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-07-01T07:05:28.588058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-01T07:01:26.911110Z digest=sha256:ebd8b91f1db59222b8f1f22bd764c0c93e16245ad3e7012ee2332012a9b3d350

Observation f905b535-2308-4b76-84a2-231e13bc44b0 · inbound

Adaptive Perturbation Selection for Contrastive Audio Decoding cites this paper.

Adaptive Perturbation Selection for Contrastive Audio Decoding Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-07-02T17:07:12.148153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:59:50.615875Z digest=sha256:8553d8ff0018f191e411ec20012ed4caa5a9251d1a2936c404227b533371c17b

Observation d9c13090-e7ed-4fd8-8b10-e1f84140a4b3 · inbound

Adaptive Perturbation Selection for Contrastive Audio Decoding cites this paper.

Adaptive Perturbation Selection for Contrastive Audio Decoding Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-04T04:34:51.739151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:34:51.739151Z digest=sha256:27c5b22392529d6b8ec8744b9f0ebde16935b7f297928a839aabe98e76fa55ae