Paper Citation Record · LEDGER

Demystifying Video Reasoning

As of 10 August 2026, this Paper Citation Record lists 81 of 81 outbound references and 7 inbound Pith citation observations for arXiv:2603.16870.

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

pith.paper-citation-record.v1
2603.16870 v3

Coverage vector

measured 81 of 81 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T02:34:01.740152Z

measured 88 of 88 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T11:24:28.926512Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-01T22:26:17.260644Z

Reference resolution

81 of 81 outbound references displayed

verified exact0
verified fuzzy0
unresolved81
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0f37a201-64e9-40b5-8115-2a32baea8c3d · outbound

This paper cites Advances in neural information processing systems 35, 23716–23736 (2022).

Demystifying Video Reasoning Advances in neural information processing systems 35, 23716–23736 (2022)

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:52.921494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eaff6a74-4695-4296-8363-0a1950ad5250 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

Demystifying Video Reasoning Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:52.964918Z

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Observation f4820378-d8fd-49c6-b65c-495db2a7bb93 · outbound

This paper cites Neuron 100(2), 490–509 (2018).

Demystifying Video Reasoning Neuron 100(2), 490–509 (2018)

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:53.095672Z

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Observation 097e7648-d32c-4efd-8214-3d0523b5fa13 · outbound

This paper cites BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset.

Demystifying Video Reasoning BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:53.187763Z

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Observation 9dd078b8-1151-42d5-85c8-cc2c9a113731 · outbound

This paper cites arXiv preprint arXiv:2602.12279 (2026).

Demystifying Video Reasoning arXiv preprint arXiv:2602.12279 (2026)

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:53.311838Z

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Observation 39eb3e3e-cf45-4af9-b7e1-0628fe0c2829 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Demystifying Video Reasoning In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:53.448633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2339c8b-b782-4231-8d29-031878628030 · outbound

This paper cites Thinking with Generated Images.

Demystifying Video Reasoning Thinking with Generated Images

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:53.570433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd3ad8d6-45e0-42fb-8ad1-61a466a4cdcd · outbound

This paper cites Emerging Properties in Unified Multimodal Pretraining.

Demystifying Video Reasoning Emerging Properties in Unified Multimodal Pretraining

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:53.617312Z

Source-reported events for the cited work

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Observation f70ffa70-5579-41ee-a828-8fb71f5b77ba · outbound

This paper cites In: International conference on machine learning.

Demystifying Video Reasoning In: International conference on machine learning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:53.674465Z

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Observation 516faf33-70ee-4909-9683-b156ffc9db19 · outbound

This paper cites GoT-R1: Unleashing Reasoning Capability of MLLM for Visual Generation with Reinforcement Learning.

Demystifying Video Reasoning GoT-R1: Unleashing Reasoning Capability of MLLM for Visual Generation with Reinforcement Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:53.733424Z

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Observation 11b88191-a3d4-4dfa-985f-636b32b79294 · outbound

This paper cites Vchitect-2.0: Parallel Transformer for Scaling Up Video Diffusion Models.

Demystifying Video Reasoning Vchitect-2.0: Parallel Transformer for Scaling Up Video Diffusion Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:53.809611Z

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Observation ffd9ecd0-296e-4f19-8bc1-37937673d194 · outbound

This paper cites arXiv preprint arXiv:2510.27684 (2025).

Demystifying Video Reasoning arXiv preprint arXiv:2510.27684 (2025)

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:53.870811Z

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Observation 3766ccda-d2e8-4b89-a5ea-a612eab982a5 · outbound

This paper cites GoT: Unleashing Reasoning Capability of Multimodal Large Language Model for Visual Generation and Editing.

Demystifying Video Reasoning GoT: Unleashing Reasoning Capability of Multimodal Large Language Model for Visual Generation and Editing

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:53.930732Z

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Observation c9ae9374-51f2-4a29-943f-6e9afd7eb16a · outbound

This paper cites SEED-X: Multimodal Models with Unified Multi-granularity Comprehension and Generation.

Demystifying Video Reasoning SEED-X: Multimodal Models with Unified Multi-granularity Comprehension and Generation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:53.970685Z

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Observation ad251a02-08dc-4a6a-8bc9-d18bc9b24c14 · outbound

This paper cites Technical Report Veo 3.1, Google DeepMind (January 2026), https: //blog.google/innovation-and-ai/technology/ai/veo-3-1-ingredients-to-video/ , released January 13, 2026.

Demystifying Video Reasoning Technical Report Veo 3.1, Google DeepMind (January 2026), https: //blog.google/innovation-and-ai/technology/ai/veo-3-1-ingredients-to-video/ , released January 13, 2026

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:54.074142Z

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Observation 17c05c7b-cb86-4bb6-a657-19a2bcbeb692 · outbound

This paper cites Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step.

Demystifying Video Reasoning Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:54.197765Z

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Observation 2b14d321-d112-415f-a26f-9371d35a4e4a · outbound

This paper cites LTX-2: Efficient Joint Audio-Visual Foundation Model.

Demystifying Video Reasoning LTX-2: Efficient Joint Audio-Visual Foundation Model

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:54.270513Z

Source-reported events for the cited work

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Observation e7546311-49ee-460a-88b2-9e59e75daff6 · outbound

This paper cites Training Large Language Models to Reason in a Continuous Latent Space.

Demystifying Video Reasoning Training Large Language Models to Reason in a Continuous Latent Space

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:54.345493Z

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Observation 01f0d2eb-bc92-44c4-b0f5-3acaccabad6b · outbound

This paper cites arXiv preprint arXiv:2512.02622 (2025).

Demystifying Video Reasoning arXiv preprint arXiv:2512.02622 (2025)

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:54.416375Z

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Observation 5763056b-9a86-49f8-b9b8-c70d511e0706 · outbound

This paper cites In: Larochelle, H., Ranzato, M., Hadsell, R., Balcan, M., Lin, H.

Demystifying Video Reasoning In: Larochelle, H., Ranzato, M., Hadsell, R., Balcan, M., Lin, H

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:54.489463Z

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Observation dae0de17-10b7-422b-885e-d6148340e0fc · outbound

This paper cites In: Proceedings of the 2023 conference on empirical methods in natural language processing.

Demystifying Video Reasoning In: Proceedings of the 2023 conference on empirical methods in natural language processing

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:54.573616Z

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Observation e7ce3380-e8bc-4589-92ef-baf681f3e1f3 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (2024).

Demystifying Video Reasoning In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (2024)

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:54.644722Z

Source-reported events for the cited work

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Observation 9036b58d-d12f-4cf9-ae27-f4630177d170 · outbound

This paper cites VChain: Chain-of-Visual-Thought for Reasoning in Video Generation.

Demystifying Video Reasoning VChain: Chain-of-Visual-Thought for Reasoning in Video Generation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:54.768104Z

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Unavailable: canonical work link unavailable.

Observation 37feeb0c-ab25-4076-be2b-32d2b6ff2ec8 · outbound

This paper cites IEEE Transactions on Pattern Analysis and Machine Intelligence (2025).

Demystifying Video Reasoning IEEE Transactions on Pattern Analysis and Machine Intelligence (2025)

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:54.904741Z

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Observation 0e924498-084f-4499-a413-563005529d2f · outbound

This paper cites T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT.

Demystifying Video Reasoning T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:55.036331Z

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Observation a35fe085-c00a-4c49-a1ad-29dee50fef5a · outbound

This paper cites Auto-Encoding Variational Bayes.

Demystifying Video Reasoning Auto-Encoding Variational Bayes

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:55.156467Z

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Observation af5925bf-b8b4-4ed8-a628-f116730c4493 · outbound

This paper cites NeurIPS (2023).

Demystifying Video Reasoning NeurIPS (2023)

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:55.236134Z

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Observation 1b4af0e4-6043-42d9-99c4-a6f6edff39b5 · outbound

This paper cites HunyuanVideo: A Systematic Framework For Large Video Generative Models.

Demystifying Video Reasoning HunyuanVideo: A Systematic Framework For Large Video Generative Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:55.289369Z

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Observation d0278788-d2a9-490f-8f71-bfbe3a30a828 · outbound

This paper cites In: International conference on machine learning.

Demystifying Video Reasoning In: International conference on machine learning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:55.356358Z

Source-reported events for the cited work

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Observation 70886151-777a-419f-a5b6-14b5dd8acc6e · outbound

This paper cites simultaneous audio-visual generation.

Demystifying Video Reasoning simultaneous audio-visual generation

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:55.397252Z

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Observation e17a3ed1-3199-4e5e-92d3-77967eb97d3b · outbound

This paper cites Imagine while Reasoning in Space: Multimodal Visualization-of-Thought.

Demystifying Video Reasoning Imagine while Reasoning in Space: Multimodal Visualization-of-Thought

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:55.476154Z

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Observation 96511202-ec72-4d57-9479-e51dd39acf60 · outbound

This paper cites In: International conference on machine learning.

Demystifying Video Reasoning In: International conference on machine learning

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:55.605877Z

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Observation 21d33951-39b9-4f9b-a8c4-8db51d955fc8 · outbound

This paper cites UniFork: Exploring Modality Alignment for Unified Multimodal Understanding and Generation.

Demystifying Video Reasoning UniFork: Exploring Modality Alignment for Unified Multimodal Understanding and Generation

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:55.705653Z

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Observation e78c0c14-6d6a-4dd8-9330-ccad39e82f4f · outbound

This paper cites Mogao: An Omni Foundation Model for Interleaved Multi-Modal Generation.

Demystifying Video Reasoning Mogao: An Omni Foundation Model for Interleaved Multi-Modal Generation

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:55.844314Z

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Observation bb69a5f8-d580-49f2-ac6d-90bc26e5857e · outbound

This paper cites arXiv preprint arXiv:2512.11464 (2025).

Demystifying Video Reasoning arXiv preprint arXiv:2512.11464 (2025)

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:55.981219Z

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Observation 5584e8f9-1c0f-4618-9749-6390c1de95e7 · outbound

This paper cites an unresolved cited work.

Demystifying Video Reasoning Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:56.134175Z

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Observation 264f299b-d416-4343-aaba-85d72ae9d937 · outbound

This paper cites an unresolved cited work.

Demystifying Video Reasoning Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:56.279752Z

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Observation e63bac1c-283b-44a5-b421-70e161b0795b · outbound

This paper cites arXiv preprint arXiv:2511.16668 (2025).

Demystifying Video Reasoning arXiv preprint arXiv:2511.16668 (2025)

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:56.359412Z

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Observation 89997916-1492-496e-ae4e-ab84913000cd · outbound

This paper cites an unresolved cited work.

Demystifying Video Reasoning Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:56.495190Z

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Observation 1163cc56-2a48-4352-904f-9974574aa65f · outbound

This paper cites Neuron 110(6), 914–934 (2022).

Demystifying Video Reasoning Neuron 110(6), 914–934 (2022)

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:56.656117Z

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Observation f6c8bd32-0cdd-45c3-84d6-221d60f0de36 · outbound

This paper cites an unresolved cited work.

Demystifying Video Reasoning Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:56.760929Z

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Observation 2947cdd5-766c-4992-b2cb-55f7e3e03625 · outbound

This paper cites Transfer between Modalities with MetaQueries.

Demystifying Video Reasoning Transfer between Modalities with MetaQueries

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:56.874814Z

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Observation 5b3b89fb-608a-4898-9555-3de5ba8fe668 · outbound

This paper cites In: Proceedings of the IEEE/CVF international conference on computer vision.

Demystifying Video Reasoning In: Proceedings of the IEEE/CVF international conference on computer vision

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:56.976042Z

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Observation df04f4f8-7114-49d9-b9a6-f30f0b6197b6 · outbound

This paper cites Nature 497(7447), 74–79 (2013).

Demystifying Video Reasoning Nature 497(7447), 74–79 (2013)

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:57.091383Z

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Observation 12acc4b0-9372-4e7f-8a69-0d04b3b6be29 · outbound

This paper cites arXiv preprint arXiv:2508.05606 (2025).

Demystifying Video Reasoning arXiv preprint arXiv:2508.05606 (2025)

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:57.214974Z

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Observation 37ff14c8-08d2-4a33-988a-48a3b7e55eba · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recognition Conference.

Demystifying Video Reasoning In: Proceedings of the Computer Vision and Pattern Recognition Conference

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:57.366863Z

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Observation 3fb10181-f827-4d19-a156-0722e0220711 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

Demystifying Video Reasoning In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:57.492008Z

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Observation 8c5a1038-46f4-4a9f-9d37-48d223a30356 · outbound

This paper cites an unresolved cited work.

Demystifying Video Reasoning Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:57.616115Z

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Observation 83fc4cf3-1d08-439c-acfc-809263045dce · outbound

This paper cites arXiv preprint arXiv:2509.24791 (2025).

Demystifying Video Reasoning arXiv preprint arXiv:2509.24791 (2025)

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:57.733051Z

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Observation 8f54f030-7751-43f7-9d1a-645e1db41827 · outbound

This paper cites LMFusion: Adapting Pretrained Language Models for Multimodal Generation.

Demystifying Video Reasoning LMFusion: Adapting Pretrained Language Models for Multimodal Generation

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:57.876583Z

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Observation 42abb59e-6135-4e0b-97bd-1be2c051949d · outbound

This paper cites arXiv preprint arXiv:2510.14958 (2025).

Demystifying Video Reasoning arXiv preprint arXiv:2510.14958 (2025)

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:57.975767Z

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Observation d11b36a1-2c3f-4a61-af49-4c4ce76fc6da · outbound

This paper cites an unresolved cited work.

Demystifying Video Reasoning Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:58.119826Z

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Unavailable: canonical work link unavailable.

Observation a1a96eba-cd25-4557-b2ee-d3583052f493 · outbound

This paper cites arXiv preprint arXiv:2507.06119 (2025).

Demystifying Video Reasoning arXiv preprint arXiv:2507.06119 (2025)

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:58.225199Z

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Observation 670869ea-7046-448a-a5a5-ed58481567aa · outbound

This paper cites Chameleon: Mixed-Modal Early-Fusion Foundation Models.

Demystifying Video Reasoning Chameleon: Mixed-Modal Early-Fusion Foundation Models

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:58.341491Z

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Observation f471e0dc-1dea-4e03-9dc0-e2fe01729b3d · outbound

This paper cites Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm.

Demystifying Video Reasoning Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:58.465302Z

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Observation 25c15500-b632-4d7c-ac3a-9bdf58c806f8 · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision.

Demystifying Video Reasoning In: Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:58.622416Z

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Observation d9051897-54b9-4e15-a5ba-b5f46a8e0f90 · outbound

This paper cites Wan: Open and Advanced Large-Scale Video Generative Models.

Demystifying Video Reasoning Wan: Open and Advanced Large-Scale Video Generative Models

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:58.782463Z

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Observation 11eb632c-a796-451b-8407-2cc90c0e87b7 · outbound

This paper cites arXiv preprint arXiv:2602.20159 (2026), https://arxiv.org/abs/2602.20159.

Demystifying Video Reasoning arXiv preprint arXiv:2602.20159 (2026), https://arxiv.org/abs/2602.20159

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:58.952437Z

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Observation af1c5d49-5e6d-4a16-9327-8967dda424b5 · outbound

This paper cites International Journal of Computer Vision 133(5), 3059–3078 (2025).

Demystifying Video Reasoning International Journal of Computer Vision 133(5), 3059–3078 (2025)

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:59.115726Z

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Observation 1102ae90-26a7-48bd-b9d1-0cf1f919283e · outbound

This paper cites Emergent Abilities of Large Language Models.

Demystifying Video Reasoning Emergent Abilities of Large Language Models

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:59.253418Z

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Observation 4d1ab11c-f965-4e39-8430-6c37eb09ee6e · outbound

This paper cites Advances in neural information processing systems 35, 24824–24837 (2022).

Demystifying Video Reasoning Advances in neural information processing systems 35, 24824–24837 (2022)

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:59.385565Z

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Observation 235c9488-a005-442c-aae0-b67a4bbaab26 · outbound

This paper cites Video models are zero-shot learners and reasoners.

Demystifying Video Reasoning Video models are zero-shot learners and reasoners

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:59.549335Z

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Observation 45021f51-674c-4b4d-8f3d-d5b1ba22c13d · outbound

This paper cites In: International conference on machine learning.

Demystifying Video Reasoning In: International conference on machine learning

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:59.709374Z

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Observation 187208af-d9ec-47d9-9672-b487604587ea · outbound

This paper cites Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation.

Demystifying Video Reasoning Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:59.819309Z

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Observation 9df42cb4-f0c1-4cdf-9ea2-3e0d77a4cf38 · outbound

This paper cites OmniGen2: Towards Instruction-Aligned Multimodal Generation.

Demystifying Video Reasoning OmniGen2: Towards Instruction-Aligned Multimodal Generation

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:59.925218Z

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Observation 12d425a0-b7e2-4e3f-8cf5-3146297b1b50 · outbound

This paper cites arXiv preprint arXiv:2510.04290 (2025).

Demystifying Video Reasoning arXiv preprint arXiv:2510.04290 (2025)

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:59.981987Z

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Observation a0967b82-5fb2-430d-ae00-a9f2fe1aabca · outbound

This paper cites MindOmni: Unleashing Reasoning Generation in Vision Language Models with RGPO.

Demystifying Video Reasoning MindOmni: Unleashing Reasoning Generation in Vision Language Models with RGPO

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-03T02:34:00.137676Z

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Observation bf877170-9014-46ea-b23a-59efc1ded141 · outbound

This paper cites an unresolved cited work.

Demystifying Video Reasoning Unresolved cited work

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-03T02:34:00.247038Z

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Observation 7cbc9ef9-354b-4349-8e04-04e7a71963fc · outbound

This paper cites Understanding Aha Moments: from External Observations to Internal Mechanisms.

Demystifying Video Reasoning Understanding Aha Moments: from External Observations to Internal Mechanisms

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-03T02:34:00.332846Z

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Observation 4a963288-41e8-4616-ab0d-fe9e3d9022d2 · outbound

This paper cites CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer.

Demystifying Video Reasoning CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-03T02:34:00.443293Z

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Observation cf894df8-e668-4f5a-9d44-adf6bd97ecc9 · outbound

This paper cites In: Oh, A., Naumann, T., Globerson, A., Saenko, K., Hardt, M., Levine, S.

Demystifying Video Reasoning In: Oh, A., Naumann, T., Globerson, A., Saenko, K., Hardt, M., Levine, S

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-03T02:34:00.579291Z

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Observation 18660236-bce0-4e81-8c7b-69634b7a9b28 · outbound

This paper cites In: International Conference on Learning Representations (ICLR) (2023).

Demystifying Video Reasoning In: International Conference on Learning Representations (ICLR) (2023)

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-03T02:34:00.709082Z

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Observation 5e93bda6-b364-42ba-8712-53a4c8278e1f · outbound

This paper cites arXiv preprint arXiv:2511.08585 (2025).

Demystifying Video Reasoning arXiv preprint arXiv:2511.08585 (2025)

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-03T02:34:00.817156Z

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Observation 1fd5c3ea-c979-4587-a900-29ed70942d0a · outbound

This paper cites Robotic Control via Embodied Chain-of-Thought Reasoning.

Demystifying Video Reasoning Robotic Control via Embodied Chain-of-Thought Reasoning

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-03T02:34:00.921622Z

Source-reported events for the cited work

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Observation 10b44e85-d8ec-4886-aa4e-cb42eca79b8c · outbound

This paper cites FutureSightDrive: Thinking Visually with Spatio-Temporal CoT for Autonomous Driving.

Demystifying Video Reasoning FutureSightDrive: Thinking Visually with Spatio-Temporal CoT for Autonomous Driving

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-03T02:34:01.085561Z

Source-reported events for the cited work

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Observation 33b67750-7ebb-4e76-9b76-f56f83e82902 · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recognition Conference.

Demystifying Video Reasoning In: Proceedings of the Computer Vision and Pattern Recognition Conference

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-03T02:34:01.178591Z

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Observation a3d61ab9-1ca5-40dd-8f67-f100d397e96e · outbound

This paper cites Advances in Neural Information Processing Systems 37, 12847–12871 (2024).

Demystifying Video Reasoning Advances in Neural Information Processing Systems 37, 12847–12871 (2024)

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-03T02:34:01.245035Z

Source-reported events for the cited work

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Observation 0871f3ab-e617-4dea-8835-4fdf9977c74b · outbound

This paper cites VBench-2.0: Advancing Video Generation Benchmark Suite for Intrinsic Faithfulness.

Demystifying Video Reasoning VBench-2.0: Advancing Video Generation Benchmark Suite for Intrinsic Faithfulness

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-03T02:34:01.381315Z

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Observation 62405ab9-1e9b-4b96-8ca9-86eeba6799b6 · outbound

This paper cites an unresolved cited work.

Demystifying Video Reasoning Unresolved cited work

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-03T02:34:01.488539Z

Source-reported events for the cited work

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Observation e988bc26-b644-4d96-aa89-0e5d9a344453 · outbound

This paper cites VARGPT: Unified Understanding and Generation in a Visual Autoregressive Multimodal Large Language Model.

Demystifying Video Reasoning VARGPT: Unified Understanding and Generation in a Visual Autoregressive Multimodal Large Language Model

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-03T02:34:01.603385Z

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Observation db262d51-c76b-4fd2-b7c1-d22937148fd1 · outbound

This paper cites Uni-MMMU: A Massive Multi-discipline Multimodal Unified Benchmark.

Demystifying Video Reasoning Uni-MMMU: A Massive Multi-discipline Multimodal Unified Benchmark

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-03T02:34:01.740152Z

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Pith citing papers

Observation 41a988b5-909d-4a01-87d5-ba45aa6f9e3f · inbound

Do multimodal models imagine electric sheep? cites this paper.

Do multimodal models imagine electric sheep? Demystifying Video Reasoning

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-27T02:05:13.880714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ae335b51-2285-4a55-8cf5-7468b845d319 · inbound

Video Models Can Reason with Verifiable Rewards cites this paper.

Video Models Can Reason with Verifiable Rewards Demystifying Video Reasoning

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-27T02:05:13.880714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bdde8ebd-63b9-4e90-a23c-a3ec92fa1b4e · inbound

VLMs are Good Teachers for Video Reasoning via Adaptive Test-Time Optimization cites this paper.

VLMs are Good Teachers for Video Reasoning via Adaptive Test-Time Optimization Demystifying Video Reasoning

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-07-01T22:26:17.262860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 522a6245-66ba-4160-b948-fb59ee29d99c · inbound

VLMs are Good Teachers for Video Reasoning via Adaptive Test-Time Optimization cites this paper.

VLMs are Good Teachers for Video Reasoning via Adaptive Test-Time Optimization Demystifying Video Reasoning

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-06-30T10:44:36.848444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 92abe9cd-18cb-4901-9e05-57beaba17782 · inbound

Diffusion ReRoll: Revisable Denoising for Robotic Sequential Prediction cites this paper.

Diffusion ReRoll: Revisable Denoising for Robotic Sequential Prediction Demystifying Video Reasoning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T11:24:28.926512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation baafe26f-2357-4050-b7fb-99c5e9acca6e · inbound

Bridging Compute- and Data-Optimal Pretraining cites this paper.

Bridging Compute- and Data-Optimal Pretraining Demystifying Video Reasoning

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-01T03:02:03.269966Z

Source-reported events for the cited work

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Observation a1e35699-3f7b-4289-b025-7f4af4bed506 · inbound

Visual prompt engineering for video models cites this paper.

Visual prompt engineering for video models Demystifying Video Reasoning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T02:13:11.772187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.