Paper Citation Record · LEDGER

Correcting What You Cannot See: Credit Assignment for Perception Distillation in Multimodal Reasoners

As of 7 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2607.28336.

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

pith.paper-citation-record.v1
2607.28336 v2

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T01:24:27.836880Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

28 of 28 outbound references displayed

verified exact0
verified fuzzy0
unresolved24
parse uncertain0
malformed identifier4
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bc5b8c32-9c59-4033-b205-8b0bd15dd9ee · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Correcting What You Cannot See: Credit Assignment for Perception Distillation in Multimodal Reasoners DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T01:24:25.554033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b049d5a4-6a1a-4b2a-aba2-94b97836dea3 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Correcting What You Cannot See: Credit Assignment for Perception Distillation in Multimodal Reasoners DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T01:24:25.658020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9106978-4b27-4f7d-a595-dc12340e7845 · outbound

This paper cites URL https://arxiv.org/abs/2510.

Correcting What You Cannot See: Credit Assignment for Perception Distillation in Multimodal Reasoners URL https://arxiv.org/abs/2510

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T01:24:26.222855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1f63993-351d-4e89-acef-337b8476782e · outbound

This paper cites URL https://thinkingmachines.ai/blog/on-policy- distillation/.

Correcting What You Cannot See: Credit Assignment for Perception Distillation in Multimodal Reasoners URL https://thinkingmachines.ai/blog/on-policy- distillation/

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T01:24:26.354745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aff6779b-0bc8-4ae2-bb8e-c8c62cc0de02 · outbound

This paper cites URL https://aclanthology.org/2021.acl-long.528/.

Correcting What You Cannot See: Credit Assignment for Perception Distillation in Multimodal Reasoners URL https://aclanthology.org/2021.acl-long.528/

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T01:24:26.487688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3386073a-a2e5-4ca3-a764-1bbbb81d016b · outbound

This paper cites URL https://ojs.aaai.org/index.php/AAAI/ article/view/29844.

Correcting What You Cannot See: Credit Assignment for Perception Distillation in Multimodal Reasoners URL https://ojs.aaai.org/index.php/AAAI/ article/view/29844

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T01:24:26.553211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 525f4aad-a746-4914-a901-034a53d2a226 · outbound

This paper cites acl-long.983.

Correcting What You Cannot See: Credit Assignment for Perception Distillation in Multimodal Reasoners acl-long.983

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T01:24:26.657315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f28a3d99-aab6-4803-be04-dde4bb8ff389 · outbound

This paper cites URL https://ojs.aaai.org/index.php/ AAAI/article/view/34213.

Correcting What You Cannot See: Credit Assignment for Perception Distillation in Multimodal Reasoners URL https://ojs.aaai.org/index.php/ AAAI/article/view/34213

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T01:24:26.709166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2822b418-577d-414f-9d99-68dc5420636f · outbound

This paper cites Policy Distillation.

Correcting What You Cannot See: Credit Assignment for Perception Distillation in Multimodal Reasoners Policy Distillation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T01:24:26.801364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9026cc3-10b4-4545-9445-6bb030723ba1 · outbound

This paper cites VisualPRM: An Effective Process Reward Model for Multimodal Reasoning.

Correcting What You Cannot See: Credit Assignment for Perception Distillation in Multimodal Reasoners VisualPRM: An Effective Process Reward Model for Multimodal Reasoning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T01:24:27.043856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e5c5ee7-9b99-4b05-b307-2b70adac5926 · outbound

This paper cites LogicVista: Multimodal LLM Logical Reasoning Benchmark in Visual Contexts.

Correcting What You Cannot See: Credit Assignment for Perception Distillation in Multimodal Reasoners LogicVista: Multimodal LLM Logical Reasoning Benchmark in Visual Contexts

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T01:24:27.113587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ec95b6c-f3b7-4bba-8ba2-ab7f2302c321 · outbound

This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.

Correcting What You Cannot See: Credit Assignment for Perception Distillation in Multimodal Reasoners DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T01:24:27.210694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a43ca590-bae0-466a-bc5f-b2af846e31e8 · outbound

This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.

Correcting What You Cannot See: Credit Assignment for Perception Distillation in Multimodal Reasoners DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T01:24:27.279991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6088f23f-d0c7-4554-9cc0-c1d3da860f6c · outbound

This paper cites Vision-OPD: Learning to See Fine Details for Multimodal LLMs via On-Policy Self-Distillation.

Correcting What You Cannot See: Credit Assignment for Perception Distillation in Multimodal Reasoners Vision-OPD: Learning to See Fine Details for Multimodal LLMs via On-Policy Self-Distillation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T01:24:27.354370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41623c2e-74b7-4f5e-bf23-563b0980fef3 · outbound

This paper cites URL https://aclanthology.org/2025.acl-long.736/.

Correcting What You Cannot See: Credit Assignment for Perception Distillation in Multimodal Reasoners URL https://aclanthology.org/2025.acl-long.736/

Reference 24

Resolution: malformed identifier; no resolver link, observed 2026-08-04T01:24:27.417619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5420975-c05b-4d44-afc9-2beedb897668 · outbound

This paper cites MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?.

Correcting What You Cannot See: Credit Assignment for Perception Distillation in Multimodal Reasoners MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T01:24:27.562114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ded47b80-17d6-46aa-ae12-444b4f7ae91e · outbound

This paper cites URL https://ojs.aaai.org/ index.php/AAAI/article/view/28583.

Correcting What You Cannot See: Credit Assignment for Perception Distillation in Multimodal Reasoners URL https://ojs.aaai.org/ index.php/AAAI/article/view/28583

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T01:24:27.660501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61fe36f1-57d7-47a4-b83d-8e8e484cd54b · outbound

This paper cites URL https://ojs.aaai.org/index.php/AAAI/article/view/40144.

Correcting What You Cannot See: Credit Assignment for Perception Distillation in Multimodal Reasoners URL https://ojs.aaai.org/index.php/AAAI/article/view/40144

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T01:24:27.741350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff5c7074-e5c3-4860-9dc1-a88d390e79eb · outbound

This paper cites Training runs for two epochs with an actor learning rate of10 −6, a 10-step warmup, and gradient-norm clipping at 1.0.

Correcting What You Cannot See: Credit Assignment for Perception Distillation in Multimodal Reasoners Training runs for two epochs with an actor learning rate of10 −6, a 10-step warmup, and gradient-norm clipping at 1.0

Reference 28

Resolution: malformed identifier; no resolver link, observed 2026-08-04T01:24:27.836880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e65bb7a-cb6a-46d9-82f1-399235dd249d · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Correcting What You Cannot See: Credit Assignment for Perception Distillation in Multimodal Reasoners Distilling the Knowledge in a Neural Network

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-04T01:24:26.003560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcaeab2a-1cd0-4c89-b899-4dcb4007a84e · outbound

This paper cites URL https://aclanthology.org/D16-1139/.

Correcting What You Cannot See: Credit Assignment for Perception Distillation in Multimodal Reasoners URL https://aclanthology.org/D16-1139/

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-04T01:24:26.300677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ad3408f-f826-4b26-898e-73c817c50237 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Correcting What You Cannot See: Credit Assignment for Perception Distillation in Multimodal Reasoners Proximal Policy Optimization Algorithms

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-04T01:24:26.907237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba8fa7f5-48db-4d1f-b0ee-ce5408de6a95 · outbound

This paper cites Qwen3-VL Technical Report.

Correcting What You Cannot See: Credit Assignment for Perception Distillation in Multimodal Reasoners Qwen3-VL Technical Report

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-04T01:24:25.266015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 919c710e-41db-4e7d-aa79-7d971f7aa86d · outbound

This paper cites Are We on the Right Way for Evaluating Large Vision-Language Models?.

Correcting What You Cannot See: Credit Assignment for Perception Distillation in Multimodal Reasoners Are We on the Right Way for Evaluating Large Vision-Language Models?

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-04T01:24:25.322072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c927c1b0-b63f-407b-8c75-c946a9e92d1f · outbound

This paper cites URL https://aclanthology.org/ 2023.findings-acl.507/.

Correcting What You Cannot See: Credit Assignment for Perception Distillation in Multimodal Reasoners URL https://aclanthology.org/ 2023.findings-acl.507/

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-04T01:24:26.121647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bddd38d-3861-472a-b50c-85cd3811effd · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Correcting What You Cannot See: Credit Assignment for Perception Distillation in Multimodal Reasoners Distilling the Knowledge in a Neural Network

Reference 2024

Resolution: malformed identifier; no resolver link, observed 2026-08-04T01:24:25.899008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d9665e7-ff71-46f5-9c7e-2e6617561783 · outbound

This paper cites v39i22.34538.

Correcting What You Cannot See: Credit Assignment for Perception Distillation in Multimodal Reasoners v39i22.34538

Reference 2025

Resolution: malformed identifier; no resolver link, observed 2026-08-04T01:24:25.436003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b68cea57-8260-420d-a715-694b5fb0646c · outbound

This paper cites URL https://ojs.aaai.org/index.php/AAAI/article/view/39254.

Correcting What You Cannot See: Credit Assignment for Perception Distillation in Multimodal Reasoners URL https://ojs.aaai.org/index.php/AAAI/article/view/39254

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-04T01:24:25.768170Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.