Paper Citation Record · LEDGER

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning

As of 18 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2607.13931.

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

pith.paper-citation-record.v1
2607.13931 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T03:20:41.241752Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

42 of 42 outbound references displayed

verified exact0
verified fuzzy0
unresolved42
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0e874b72-8eed-4456-aae6-14333dc9388c · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.069447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e6669aa-5bce-441b-a7c8-406a04c220c6 · outbound

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

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.075686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec268e6a-fbca-434e-99a0-8c764a8fc3d6 · outbound

This paper cites Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.080183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06dcff5a-f3fd-44cc-b354-a1b8179ffeb8 · outbound

This paper cites R1-ShareVL: Incentivizing Reasoning Capability of Multimodal Large Language Models via Share-GRPO.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning R1-ShareVL: Incentivizing Reasoning Capability of Multimodal Large Language Models via Share-GRPO

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.084534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a01ce91-20bb-4567-9162-45fec421330f · outbound

This paper cites MM-Eureka: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning MM-Eureka: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.089080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23cd4394-cf7d-4f7a-b7de-d0ea9d71ec76 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning Advances in Neural Information Processing Systems , volume=

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.093691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58bfba63-0677-4203-8ce8-47278cb26ad3 · outbound

This paper cites Proceedings of the IEEE conference on computer vision and pattern recognition , pages=.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning Proceedings of the IEEE conference on computer vision and pattern recognition , pages=

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.098234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93038a30-d193-4c47-b198-b678de52e9c3 · outbound

This paper cites Proceedings of the IEEE conference on computer vision and pattern recognition , pages=.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning Proceedings of the IEEE conference on computer vision and pattern recognition , pages=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.102162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eebd00f9-9e48-4d19-b9a1-da1e3cc66184 · outbound

This paper cites Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.107069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52f88b82-711d-432d-948b-3379d87541e4 · outbound

This paper cites arXiv preprint arXiv:2505.14677 , year=.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning arXiv preprint arXiv:2505.14677 , year=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.111376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82c3c017-6304-47c5-bbae-98c898eda726 · outbound

This paper cites arXiv preprint arXiv:2506.07218 , year=.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning arXiv preprint arXiv:2506.07218 , year=

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.115488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37cd9f84-d5c6-4ae7-99ec-9f3df4ec3bf2 · outbound

This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision , pages =.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning Proceedings of the IEEE/CVF International Conference on Computer Vision , pages =

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.119447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16c75267-7b7e-4d91-8939-5c284401d55e · outbound

This paper cites Perception-Aware Policy Optimization for Multimodal Reasoning.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning Perception-Aware Policy Optimization for Multimodal Reasoning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.123647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a857210-39a5-4f1c-90db-cfc8e66b6613 · outbound

This paper cites arXiv preprint arXiv:2510.09285 , year=.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning arXiv preprint arXiv:2510.09285 , year=

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.127728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df2de53d-6001-4909-9b35-3c0a7693d870 · outbound

This paper cites Visually-Guided Policy Optimization for Multimodal Reasoning.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning Visually-Guided Policy Optimization for Multimodal Reasoning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.131609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e9af9d2-bf31-4dcb-87b6-d3754817e9f1 · outbound

This paper cites PRPO: Perception-Reinforced Policy Optimization via Token-Level Dynamic Advantage Reshaping.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning PRPO: Perception-Reinforced Policy Optimization via Token-Level Dynamic Advantage Reshaping

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.136332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b2f0927-3c86-4667-8ea6-39c3887b4fd1 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning Advances in Neural Information Processing Systems , volume=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.140552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1da4876-3877-4c48-8a6d-edcaf33b5370 · outbound

This paper cites arXiv e-prints , pages=.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning arXiv e-prints , pages=

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.144244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03766e84-061f-41f4-9881-13016b986e34 · outbound

This paper cites CF-VLM:CounterFactual Vision-Language Fine-tuning.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning CF-VLM:CounterFactual Vision-Language Fine-tuning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.148082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bade137f-4194-4dfc-bd1d-83c167505483 · outbound

This paper cites an unresolved cited work.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.152152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fccf4fab-38cf-48a1-aabc-a5b3c6b591c3 · outbound

This paper cites International Conference on Learning Representations , volume=.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning International Conference on Learning Representations , volume=

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.156053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c87f0f3-be86-442d-a9a0-e1213ccbdff5 · outbound

This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.159748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23dabc44-cfef-43e4-9455-b34abf979ac4 · outbound

This paper cites European Conference on Computer Vision , pages=.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning European Conference on Computer Vision , pages=

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.163405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 050cad7b-6532-42ee-a5b0-791759027144 · outbound

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

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning LogicVista: Multimodal LLM Logical Reasoning Benchmark in Visual Contexts

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.167563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0bdd938-5255-4b4a-9df9-04a530486cfc · outbound

This paper cites Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.172208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30e21131-e30c-4264-a60d-559dbcd68bb5 · outbound

This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.175902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa19fba9-2432-4f92-b33b-c042f3423469 · outbound

This paper cites 2024 , month = may, howpublished =.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning 2024 , month = may, howpublished =

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.179957Z

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Unavailable: canonical work link unavailable.

Observation e55873ec-38b4-42b7-ac90-e3268fb95f9b · outbound

This paper cites an unresolved cited work.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.183889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6afbab4-89b5-4b16-a117-d63251e86a9f · outbound

This paper cites 2024 , month = dec, howpublished =.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning 2024 , month = dec, howpublished =

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.187886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e0d0e07-0b14-461d-8ecc-7f9e7bc05fbb · outbound

This paper cites an unresolved cited work.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.191755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d25c3fe-f8cb-4c47-ab89-0e73e75513d3 · outbound

This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.195442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51611e9f-0453-4014-a84a-a2a6033b3a52 · outbound

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

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning LLaVA-OneVision: Easy Visual Task Transfer

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.199785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1695f712-e412-4c6f-af1d-00176ee54f5e · outbound

This paper cites LLaVA-OneVision-1.5: Fully Open Framework for Democratized Multimodal Training.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning LLaVA-OneVision-1.5: Fully Open Framework for Democratized Multimodal Training

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.204065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98c9f657-6b68-4eb6-8288-294bb38a9e9a · outbound

This paper cites LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.208153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0ca5672-f31d-48a6-b150-90da9a97faf1 · outbound

This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.212250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5b0b13f-0f76-4cf7-99a4-62422ab98184 · outbound

This paper cites CPGD: Toward Stable Rule-based Reinforcement Learning for Language Models.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning CPGD: Toward Stable Rule-based Reinforcement Learning for Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.216453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8eb62959-dc9a-4e5e-8da8-cd81bdc271bc · outbound

This paper cites an unresolved cited work.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.220552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b2f3b5e-95e9-43e5-89b4-e24edf9eb807 · outbound

This paper cites SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.224809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a3f002b-3c6f-45f7-8151-317c55b11046 · outbound

This paper cites arXiv preprint arXiv:2506.04559 , year=.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning arXiv preprint arXiv:2506.04559 , year=

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.229312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 576237ce-1c56-4d04-b8a5-eef74665169d · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning Advances in Neural Information Processing Systems , volume=

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.233432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 606a8c52-2679-4953-a487-9042aea00642 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning Advances in Neural Information Processing Systems , volume=

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.237810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93a670d9-fc5d-47b9-a957-a62cfc7364c6 · outbound

This paper cites arXiv preprint arXiv:2601.06801 , year=.

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning arXiv preprint arXiv:2601.06801 , year=

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-02T03:20:41.241752Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.