Paper Citation Record · LEDGER

Distill What the Student Can See: Fisher-Projected On-Policy Distillation for Vision-Language Models

As of 12 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2608.01263.

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

pith.paper-citation-record.v1
2608.01263 v2

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T01:07:20.340398Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

17 of 17 outbound references displayed

verified exact0
verified fuzzy1
unresolved15
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3443699d-2863-484d-a2aa-5a4f8daabd34 · outbound

This paper cites On-policy distillation of language models: Learning from self- generated mistakes.

Distill What the Student Can See: Fisher-Projected On-Policy Distillation for Vision-Language Models On-policy distillation of language models: Learning from self- generated mistakes

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T01:07:19.020569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9e64e75-b5f3-426a-9c8f-76e3b3f567a2 · outbound

This paper cites Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe.

Distill What the Student Can See: Fisher-Projected On-Policy Distillation for Vision-Language Models Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T01:07:19.551657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a36614aa-5b48-4114-b552-b879faf2abc0 · outbound

This paper cites MiMo-V2-Flash Technical Report.

Distill What the Student Can See: Fisher-Projected On-Policy Distillation for Vision-Language Models MiMo-V2-Flash Technical Report

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T01:07:19.808180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a66d472-cc11-4aec-94e2-c7c55e0a3c70 · outbound

This paper cites Speculative knowledge distillation: Bridging the teacher-student gap through interleaved sampling.

Distill What the Student Can See: Fisher-Projected On-Policy Distillation for Vision-Language Models Speculative knowledge distillation: Bridging the teacher-student gap through interleaved sampling

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:07:20.918561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7f47bb7c-74b8-4122-bd1b-822fec281377 · outbound

This paper cites Zhuolin Yang, Zihan Liu, Yang Chen, Wenliang Dai, Boxin Wang, Sheng-Chieh Lin, Chankyu Lee, Yangyi Chen, Dongfu Jiang, Jiafan He, et al.

Distill What the Student Can See: Fisher-Projected On-Policy Distillation for Vision-Language Models Zhuolin Yang, Zihan Liu, Yang Chen, Wenliang Dai, Boxin Wang, Sheng-Chieh Lin, Chankyu Lee, Yangyi Chen, Dongfu Jiang, Jiafan He, et al

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T01:07:20.052201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e2adf38-7dce-48b9-8149-e3f8ec729621 · outbound

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

Distill What the Student Can See: Fisher-Projected On-Policy Distillation for Vision-Language Models Vision-OPD: Learning to See Fine Details for Multimodal LLMs via On-Policy Self-Distillation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T01:07:20.131355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45c0744c-75e7-4396-a25d-f086a5aea2bd · outbound

This paper cites GLM-5: from Vibe Coding to Agentic Engineering.

Distill What the Student Can See: Fisher-Projected On-Policy Distillation for Vision-Language Models GLM-5: from Vibe Coding to Agentic Engineering

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T01:07:20.180755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 745391a0-2913-4063-9eda-cb93bfd69b6a · outbound

This paper cites ISBN 979-8-89176-251-0.

Distill What the Student Can See: Fisher-Projected On-Policy Distillation for Vision-Language Models ISBN 979-8-89176-251-0

Reference 15

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T01:07:20.790034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8efd3814-dd56-4965-8f4d-2b5d22f0367f · outbound

This paper cites Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models.

Distill What the Student Can See: Fisher-Projected On-Policy Distillation for Vision-Language Models Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T01:07:20.292905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8e678bd-309c-4235-ace6-931fc96ab25a · outbound

This paper cites InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models.

Distill What the Student Can See: Fisher-Projected On-Policy Distillation for Vision-Language Models InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T01:07:20.340398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcd84053-ac91-4360-8e34-cdc9f00c8ba5 · outbound

This paper cites Qwen3-VL Technical Report.

Distill What the Student Can See: Fisher-Projected On-Policy Distillation for Vision-Language Models Qwen3-VL Technical Report

Reference 1998

Resolution: unresolved; no resolver link, observed 2026-08-07T01:07:19.198552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0aba0b8e-4014-4285-96ce-9a1b154a8374 · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

Distill What the Student Can See: Fisher-Projected On-Policy Distillation for Vision-Language Models LLaVA-OneVision: Easy Visual Task Transfer

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-07T01:07:19.446653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a793f7e-84b2-48c5-b6e3-6427f1be107c · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Distill What the Student Can See: Fisher-Projected On-Policy Distillation for Vision-Language Models Distilling the Knowledge in a Neural Network

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-07T01:07:19.361852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e639fa0-0d85-4bb8-96dc-5529a712570b · outbound

This paper cites Mathvista: Evaluating mathematical reasoning of foundation models in visual contexts.

Distill What the Student Can See: Fisher-Projected On-Policy Distillation for Vision-Language Models Mathvista: Evaluating mathematical reasoning of foundation models in visual contexts

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T01:07:19.772724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48a97ae8-5be3-4630-911e-7ceed6bc729b · outbound

This paper cites Gradient Descent Happens in a Tiny Subspace.

Distill What the Student Can See: Fisher-Projected On-Policy Distillation for Vision-Language Models Gradient Descent Happens in a Tiny Subspace

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T01:07:19.320720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2915c92e-cc6b-4ae4-aaa4-92a2d2087652 · outbound

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

Distill What the Student Can See: Fisher-Projected On-Policy Distillation for Vision-Language Models https://thinkingmachines.ai/blog/on-policy-distillation

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T01:07:19.666098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0706f3b7-bc41-4106-a5aa-0bc62724321c · outbound

This paper cites Deepseek-v4: Towards highly efficient million- token context intelligence.arXiv preprint arXiv:2606.19348,.

Distill What the Student Can See: Fisher-Projected On-Policy Distillation for Vision-Language Models Deepseek-v4: Towards highly efficient million- token context intelligence.arXiv preprint arXiv:2606.19348,

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-07T01:07:19.887005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.