Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T07:15:04.983727Z
Paper Citation Record · LEDGER
As of 20 August 2026, this Paper Citation Record lists 81 of 81 outbound references and 0 inbound Pith citation observations for arXiv:2607.21552.
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 2026-08-01T07:15:04.983727Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
81 of 81 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 71a6533f-574e-4426-a546-25142e5b5830 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0781f2a3-da3d-407b-a5fa-c91e235e5f03 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning VQA: Visual Question Answering
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8396bf06-f61c-47be-a502-36a5bdcef72b · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 180914bb-d7e5-44cd-8c4c-8d537a8c88ec · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Qwen3-VL Technical Report
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a36c0025-9767-4c7b-8895-a2cbefa6679a · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning VOLD: Reasoning Transfer from LLMs to Vision-Language Models via On-Policy Distillation
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7eaf2dfb-94cc-4a69-9fc6-9e418eb6f26b · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Opendataarena: A fair and open arena for benchmarking post-training dataset value.arXiv preprint arXiv:2512.14051, 2025
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34644cdf-1559-40eb-93c5-68d330c2e370 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Milestones over outcome: Unlocking geometric reasoning with sub-goal verifiable reward, 2026
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1eb74acc-2c37-47b5-b9ae-5177b50366b3 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Evaluating Large Language Models Trained on Code
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fae82917-c0f9-4ff7-b926-1e414060d602 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning UnityMAS-O: A General RL Optimization Framework for LLM-Based Multi-Agent Systems
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae8a265c-a60c-44de-ad60-2234738fcbae · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb33b1dd-f226-4028-8d99-a23e00777795 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Plane geometry diagram formalization via vision-language models
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8dd728ff-911c-4ecf-9240-ee52be5316aa · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Addressing overthinking in large vision-language models via gated perception-reasoning optimization, 2026
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70c9f362-4838-494c-b649-7b29b135f8fd · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4eb37d1b-0962-413c-951a-2aa2e2ee0170 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Gemini 3 pro model card
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 800abae5-d917-4ba9-96e3-94014f1dda76 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Bootstrap your own latent-a new approach to self-supervised learning.Advances in neural information processing systems, 33:21271–21284, 2020
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 56951897-8735-406f-85e2-f79f7d93c6f6 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning MiniLLM: On-Policy Distillation of Large Language Models
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70a39e2b-7351-4369-a54a-19d84e2fd27f · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Momentum contrast for unsupervised visual representation learning
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94c65250-2228-4741-bbe0-87dfbd3b7bb2 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Training Compute-Optimal Large Language Models
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 443f92a8-abcc-484d-af78-424bcedd03b0 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Uni-OPD: Unifying On-Policy Distillation with a Dual-Perspective Recipe
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91fb44d0-25f9-4e35-954d-c95d1f68bc53 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b67fda7-2c7b-45fb-ac51-70a66e080723 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning GPT-4o System Card
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9156d7fc-4933-4aa4-8bd0-8f9ebc7c575f · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Reinforcement Learning via Self-Distillation
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec02a296-0102-4221-ab72-2575174acf98 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Promptception: How Sensitive Are Large Multimodal Models to Prompts?
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c72feaa3-5c49-43e1-8a7a-eb50fc8a3ce7 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c052f202-f853-4631-9d9c-0740241e0da1 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning A Survey of State of the Art Large Vision Language Models: Alignment, Benchmark, Evaluations and Challenges
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a088de6-549d-45df-8b1e-110fcac39a8a · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Lillicrap, Jonathan J
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 005c5b11-e4b4-4fdd-8178-c01b68297e34 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Visual Instruction Tuning
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ea76575-6e97-4265-850d-a528e7e9345b · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Act2see: Emergent active visual perception for video reasoning
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a37c9d6-1e6c-4b5c-9347-42f16de6cc39 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c45894b4-affa-4dd1-91da-6cfdeefce6e6 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Human-level control through deep reinforcement learning.nature, 518(7540):529–533, 2015
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35cb7a66-a70d-4ed5-a400-cd06b3417592 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning MultiMath: Bridging Visual and Mathematical Reasoning for Large Language Models
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8f7b739-3ed5-403d-bd74-93ccc2a9ccb9 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Recursive introspection: Teaching language model agents how to self-improve.Advances in Neural Information Processing Systems, 37:55249–55285, 2024
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2ed1393-efcb-4249-91a0-67336f91d9ed · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Pope: Learning to reason on hard problems via privileged on-policy exploration, 2026
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d12d4bd-0d5a-4a89-9a73-298062f7b31c · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Vero: An Open RL Recipe for General Visual Reasoning
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 614edcb5-a55e-4295-b561-7e810942375c · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Beyond Chinchilla-Optimal: Accounting for Inference in Language Model Scaling Laws
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4139cbd4-d2a3-486c-a35a-34ee54a98330 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ba6bff4-2494-4a2e-892c-aed4054e65e2 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Self-Distillation Enables Continual Learning
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14803639-0d63-41ae-9456-2f2189130775 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Hybridflow: A flexible and efficient rlhf framework
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3e71a487-fe57-4d44-8b08-4a006cbca7b2 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c36fd5a-6053-4441-96d9-7cee283e3f83 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning LeanGeo: Formalizing Competitional Geometry problems in Lean
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c0140b4-8cce-49f0-ad26-7a3028f747e4 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Unresolved cited work
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20fa0a4c-086f-43d1-8655-67981f03080f · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning MiMo-V2-Flash Technical Report
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dfd3fc61-235a-4883-9358-1f569245d082 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning MAD-OPD: Breaking the Ceiling in On-Policy Distillation via Multi-Agent Debate
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55740da8-8086-440e-b66b-fac6fe428c75 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d504318-332e-47ef-b723-b5c5ebe98013 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf478290-8401-4027-90e6-4ac0fe3c2963 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Perception-Aware Policy Optimization for Multimodal Reasoning
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 01389ec1-5ced-4d68-884f-f6a263b9a779 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Geoint-R1: Formalizing Multimodal Geometric Reasoning with Dynamic Auxiliary Constructions
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6ecad1f-9284-4c06-a33a-dd357aca7626 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Do Vision-Language Models Truly Perform Vision Reasoning? A Rigorous Study of the Modality Gap
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 65a83369-1dac-47ba-82fc-4363b8443820 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Learning to deliberate: Meta-policy collaboration for agentic llms with multi-agent reinforcement learning.arXiv preprint arXiv:2509.03817, 2025
Reference 50
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Unavailable: canonical work link unavailable.
Observation 0161922b-e0b4-4734-a802-75fdbfe94ce2 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Maestro: Learning to collaborate via conditional listwise policy optimization for multi-agent llms.arXiv preprint arXiv:2511.06134, 2025
Reference 51
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Unavailable: canonical work link unavailable.
Observation 6a9948f5-00cb-474f-b820-5b7a99e23541 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Auditing multi-agent llm reasoning trees outperforms majority vote and llm-as-judge.arXiv preprint arXiv:2602.09341, 2026
Reference 52
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Unavailable: canonical work link unavailable.
Observation 18a83e59-66f3-4667-bf18-fa0a169c9470 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Learning beyond Teacher: Generalized On-Policy Distillation with Reward Extrapolation
Reference 53
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Unavailable: canonical work link unavailable.
Observation 21dbe5af-01fe-4b5e-994c-966e9fd7adc8 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization
Reference 54
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Unavailable: canonical work link unavailable.
Observation 9add3ca0-4778-4f5d-be46-7c8428638404 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning LENS: Multi-level Evaluation of Multimodal Reasoning with Large Language Models
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c055d66-f9a4-428b-9b63-1a7351e0fd91 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models
Reference 56
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Unavailable: canonical work link unavailable.
Observation d653697e-646e-4a4a-8dc8-8547195f7da1 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81f6e23b-66ab-4ae6-ad96-9fcfdbc2014d · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Open Eyes, Then Reason: Fine-grained Visual Mathematical Understanding in MLLMs
Reference 58
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Unavailable: canonical work link unavailable.
Observation 200a722c-570e-4549-bbe6-cdd1f70f4150 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Multimodal Chain-of-Thought Reasoning in Language Models
Reference 59
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Unavailable: canonical work link unavailable.
Observation bc43f842-cb12-4d39-8d2f-5cb5dee124ba · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models
Reference 60
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Unavailable: canonical work link unavailable.
Observation ea5c08ae-bd5f-4271-8a75-92071231de52 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena
Reference 61
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Unavailable: canonical work link unavailable.
Observation 868947be-c10e-418a-8ca7-04ad05f2cd59 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Unresolved cited work
Reference 63
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Unavailable: canonical work link unavailable.
Observation 00667ec6-3ae4-49ad-9ed8-b5d2ceb4df91 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Check carefully that:
Reference 64
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Unavailable: canonical work link unavailable.
Observation 8e7053bf-9c12-415b-9ae3-b979d2e2ddf2 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Unresolved cited work
Reference 65
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Unavailable: canonical work link unavailable.
Observation c23ede00-c455-4b5e-9f67-4484b3c87a74 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Unresolved cited work
Reference 66
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Unavailable: canonical work link unavailable.
Observation 49ff2cdc-2808-49b7-95ad-c26163520187 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning • The marked angle corresponds to the intended angle, not its complementary or supplementary angle
Reference 67
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Unavailable: canonical work link unavailable.
Observation 7cb9553d-1ab7-43af-90cb-f9ecf6374d2e · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Unresolved cited work
Reference 68
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26dceb38-985b-497c-9430-805f5a9e6c5f · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Unresolved cited work
Reference 69
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Unavailable: canonical work link unavailable.
Observation c89801df-dfef-4915-a636-c5165dfbbd38 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning If any required element is missing, incorrectly marked, ambiguously represented, or misleading, judge the diagram as inaccurate
Reference 70
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Unavailable: canonical work link unavailable.
Observation 4d4a5799-ae73-41e5-b69e-68af5906a61b · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Unresolved cited work
Reference 71
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Unavailable: canonical work link unavailable.
Observation 4effeaaf-2518-4879-80f8-659c13b574dd · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Unresolved cited work
Reference 72
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Unavailable: canonical work link unavailable.
Observation d4825746-a52a-420b-8edb-aa3f05451c1a · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Unresolved cited work
Reference 73
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Unavailable: canonical work link unavailable.
Observation c8aee955-0f4c-4bad-8540-99364b467f9c · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Unresolved cited work
Reference 74
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Unavailable: canonical work link unavailable.
Observation b14edf06-d223-47ec-9a2f-58bc67954ce7 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Unresolved cited work
Reference 75
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Observation 9a45a759-7d17-4f80-9839-5bb3d02b8f97 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Unresolved cited work
Reference 76
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Observation 6bb00f4b-9e6d-4ed9-a3de-56911efc7ecc · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Unresolved cited work
Reference 77
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Unavailable: canonical work link unavailable.
Observation 2d75836c-d67a-4f73-8861-0e1852c92859 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Unresolved cited work
Reference 78
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Observation 7e9a8f99-1614-4665-bc32-59862ab4bbe5 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning ## Original question:<question> ## Rewritten question (visual-redundant info removed): D Examples D.1 Example 1 Summary The correct answer is 3 √ 2 + 2 √
Reference 79
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Observation f7529501-cde6-469b-b7eb-010876d64d36 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Unresolved cited work
Reference 80
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Unavailable: canonical work link unavailable.
Observation a29c29cc-8fff-4802-aa5f-1ffa178ff698 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning A square AEF G is constructed with AE as one side, and points A and G are on the same side of line BE
Reference 81
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Observation 96b71f79-5b52-4d80-86d0-2ec2989b6881 · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning share a common side
Reference 82
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Observation 3f734109-9592-4675-b136-0a4e7c87df0b · outbound
MIRROR: Learning from the Other View for Multi-Modal Reasoning Continuous control with deep reinforcement learning
Reference 2019
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Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.