Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T16:47:41.888680Z
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 1 inbound Pith citation observation for arXiv:2608.05131.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T16:47:41.888680Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T00:30:56.200896Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-16T00:30:57.011169Z
52 of 52 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation ed2759aa-4eb8-4ab2-b4d3-8af106b060cb · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance Beyond nl2code: A structured survey of multimodal code intelligence,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a957e4b6-8496-453d-bd30-96c355e8b680 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance Self-evolving multi-agent systems via textual backpropagation
Reference 2
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Unavailable: canonical work link unavailable.
Observation 2b7d2f76-763a-4cae-aa54-c90bf61db022 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance SPOT! Revisiting Video-Language Models for Event Understanding
Reference 3
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Unavailable: canonical work link unavailable.
Observation 254e64fe-9d1e-48f9-bc76-a3401a47e5ae · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance Loong: 10 Synthesize long chain-of-thoughts at scale through verifiers, 2025
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a06cf162-82a8-49af-88e0-2ab2085af74d · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance On-policy distillation of language models: Learning from self-generated mistakes
Reference 5
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Unavailable: canonical work link unavailable.
Observation e501289c-cf77-407c-adf0-54fc0584ba2e · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance On-policy distillation.Thinking Machines Lab: Connectionism,
Reference 6
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Observation 3feb1583-11b1-4f7c-bc09-36a6128c8d97 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models
Reference 7
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Unavailable: canonical work link unavailable.
Observation 055d4105-15f7-4174-b43c-ced02e7f4f16 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance DOPD: Dual On-policy Distillation
Reference 8
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Unavailable: canonical work link unavailable.
Observation ca766d31-089c-4d82-a559-29b1bcc5222c · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance ReflectRL: Learning from Golden Negative Trajectories via Reflective-to-Direct Reasoning
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b8f55094-0812-40f8-84d9-ebf2da359fcc · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance Vision-OPD: Learning to See Fine Details for Multimodal LLMs via On-Policy Self-Distillation
Reference 10
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Unavailable: canonical work link unavailable.
Observation aad56867-fcd7-48c0-a791-7ac824617cab · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance Visual-OPSD: Cross-Modal On-Policy Self-Distillation for Efficient Unified Multimodal Reasoning
Reference 11
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Unavailable: canonical work link unavailable.
Observation 9be022a1-7d4b-4b42-b393-b600bfac4269 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance Visual-Advantage On-Policy Distillation for Vision-Language Models
Reference 12
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Unavailable: canonical work link unavailable.
Observation 5b746a6a-f9b9-496a-b6b6-55ac0388ecf3 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance Visual Contrastive Self-Distillation
Reference 13
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Unavailable: canonical work link unavailable.
Observation 060ef9cb-da57-4525-aacc-0a5d3c2dfd47 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance LLaVA steering: Visual instruction tuning with 500x fewer parameters through modality linear representation- steering
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93dde378-685d-40f5-8ca2-430199bcc29a · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance Unresolved cited work
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation cda22931-260a-4b4a-8793-d93c19c0840f · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance Evaluating and steering modality preferences in multimodal large language model.arXiv preprint arXiv:2505.20977, 2025
Reference 16
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Unavailable: canonical work link unavailable.
Observation 9a6c8aec-8f49-4b46-bc1b-d65693c338d4 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance Instruction Anchor: Dissecting the Mechanistic Dynamics of Modality Arbitration
Reference 17
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Unavailable: canonical work link unavailable.
Observation 27326db0-6506-484b-8172-e2d398e169b6 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance Qwen3.5: Towards native multimodal agents, February 2026
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 721b0ae7-c96f-480c-aa05-6888ba63d76f · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance Qwen3-VL Technical Report
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a5d6c25-b766-49b4-af7a-d8a675397542 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance V*: Guided visual search as a core mechanism in multimodal llms
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 628510d3-0a09-402a-99ce-e7b255d5067d · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance Zooming without zooming: Region-to-image distillation for fine-grained multimodal perception.arXiv preprint arXiv:2602.11858, 2026
Reference 21
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Unavailable: canonical work link unavailable.
Observation bcf628de-e8a5-4926-9151-7830395329d9 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance Divide, conquer and combine: A training-free framework for high-resolution image perception in multimodal large language models
Reference 22
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Unavailable: canonical work link unavailable.
Observation 40158c7f-09e5-4552-9fba-b28ee91b0b2b · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?
Reference 23
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Unavailable: canonical work link unavailable.
Observation ab24a133-da4e-45bc-b676-7c79dcc5b530 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance Gemini 3.1 pro.https://deepmind.google/models/model-cards/gemini-3-1-pro/, 2026
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2773812a-a9c9-4fa1-bb77-da9ed4ad9f51 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance Gemini 3.5 flash
Reference 25
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Unavailable: canonical work link unavailable.
Observation ca9e340c-f0d7-439e-8e83-26070ff7c657 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance Introducing gpt-5.4.https://openai.com/index/introducing-gpt-5-4/, 2026
Reference 26
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Unavailable: canonical work link unavailable.
Observation 27fc40de-414f-47f5-bf54-476a9b14687a · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance Introducing gpt-5.2.https://openai.com/index/introducing-gpt-5-2/, 2025
Reference 27
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Unavailable: canonical work link unavailable.
Observation a5e74056-a2b3-43a1-a194-f107f6c8bbdc · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance Thyme: Think Beyond Images
Reference 28
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Unavailable: canonical work link unavailable.
Observation 954c6a81-cf98-4f6d-9f58-34af42d9f9e4 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning
Reference 29
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Unavailable: canonical work link unavailable.
Observation a028e577-74e6-4dc8-bb15-c040df5b32f3 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance DeepEyesV2: Toward Agentic Multimodal Model
Reference 30
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Unavailable: canonical work link unavailable.
Observation ebcee3e8-f82b-45e2-ad3c-d79c23b1e969 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance MiMo-VL Technical Report
Reference 31
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Unavailable: canonical work link unavailable.
Observation 22d24745-bb26-4331-9009-9623b51ffed3 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance Sensenova-mars: Empowering multimodal agentic reasoning and search via reinforcement learning.arXiv preprint arXiv:2512.24330, 2025
Reference 32
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Unavailable: canonical work link unavailable.
Observation 4d9cd7de-c772-4acc-9483-641d3c458f37 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance MiniCPM-V 4.5: Cooking Efficient MLLMs via Architecture, Data, and Training Recipe
Reference 33
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Unavailable: canonical work link unavailable.
Observation b12c61fa-0861-4964-b96d-ef8818118568 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning
Reference 34
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Unavailable: canonical work link unavailable.
Observation 938cea84-7f31-4bf3-8013-9df19ce2a5c9 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance Kimi k2.6: From code to creation, from one to many.https://www.kimi.com/ai-models/ kimi-k2-6/, 2026
Reference 35
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Unavailable: canonical work link unavailable.
Observation 3d79de2b-d3b6-4fa2-8119-71a5949e1554 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 36
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Unavailable: canonical work link unavailable.
Observation 8e24a82e-fd46-47e4-a818-60ce8542ff9d · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance When More is Less: Understanding Chain-of-Thought Length in LLMs
Reference 37
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Unavailable: canonical work link unavailable.
Observation 18919af5-3d33-4cf9-ba2d-292157395f06 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance Don’t overthink it
Reference 38
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Unavailable: canonical work link unavailable.
Observation cfeaea17-b462-46fd-8be8-6090e63fc58a · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance Distilling the Knowledge in a Neural Network
Reference 39
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Unavailable: canonical work link unavailable.
Observation d2995293-38ed-4ca9-b24b-f8d0e7c717b7 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance Sequence-level knowledge distillation
Reference 40
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Unavailable: canonical work link unavailable.
Observation d0421358-6d0a-41bc-a84d-e9e81061e875 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance CoT-Kinetics: A Theoretical Modeling Assessing LRM Reasoning Process
Reference 41
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Unavailable: canonical work link unavailable.
Observation f9e318d0-216f-48d2-9da8-063db2e87e94 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance EchoRL: Reinforcement learning via rollout echoing
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0961669-044a-4ccd-be6c-6128c5833ef8 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance Seeing Before Reasoning: Decoupling Perception and Reasoning for Shortcut-Resilient Multimodal On-Policy Self-Distillation
Reference 43
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Unavailable: canonical work link unavailable.
Observation b9ef025d-63b8-40d7-814f-e6f10cb4c6f6 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance PRISM: Self-Pruning Intrinsic Selection Method for Training-Free Multimodal Data Selection
Reference 44
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Unavailable: canonical work link unavailable.
Observation 91c9a79a-ae49-4731-a22b-707d9a1f3a32 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance Can visual input be compressed? a visual token compression benchmark for large multimodal models, 2025
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09b0b6dc-c9de-40ff-8713-0cfd24cae192 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance Ascd: Attention-steerable contrastive decoding for reducing hallucination in mllm.Proceedings of the AAAI Conference on Artificial Intelligence, 40(12): 10306–10314, Mar
Reference 46
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Unavailable: canonical work link unavailable.
Observation 3960ff7c-0418-4ebe-a215-3d0b33d472ee · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance MINED: Probing and Updating with Multimodal Time-Sensitive Knowledge for Large Multimodal Models
Reference 47
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Unavailable: canonical work link unavailable.
Observation 2b07d251-cb74-4932-b2aa-62eeeac04ac8 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance Unresolved cited work
Reference 48
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Unavailable: canonical work link unavailable.
Observation 2e658217-1d48-4b4b-b506-bca35bec248c · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance KORE: Enhancing Knowledge Injection for Large Multimodal Models via Knowledge-Oriented Controls
Reference 52
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Unavailable: canonical work link unavailable.
Observation 1e974154-47f1-47f6-b8ea-890b31dc9ab4 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance Unresolved cited work
Reference 483
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Unavailable: canonical work link unavailable.
Observation 8d93984f-861c-4542-a334-2b3f02ea1762 · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance https://thinkingmachines.ai/blog/on-policy-distillation
Reference 2025
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Unavailable: canonical work link unavailable.
Observation 9a0e09c0-0eba-4c85-84b6-bb1f5ed476ed · outbound
OPD-V: Visual On-Policy Self-Distillation with Modality Balance Beyond NL2Code: A Structured Survey of Multimodal Code Intelligence
Reference 2026
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Unavailable: canonical work link unavailable.
Observation 2befa88c-35d5-4c60-9168-be9980f6f945 · inbound
Asymptotic Risk Calibration for Selective Question Answering OPD-V: Visual On-Policy Self-Distillation with Modality Balance
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.