Echo-Memory: A Controlled Study of Memory in Action World Models | Paper Citation Record

Observation 6ff0894c-008e-40f4-9c44-b19707b23813 · outbound

This paper cites Cosmos World Foundation Model Platform for Physical AI.

Echo-Memory: A Controlled Study of Memory in Action World Models Cosmos World Foundation Model Platform for Physical AI

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-07-03T00:57:29.780352Z

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Observation e6590b4a-8ccb-4bc7-bf74-c81556e78738 · outbound

This paper cites World Simulation with Video Foundation Models for Physical AI.

Echo-Memory: A Controlled Study of Memory in Action World Models World Simulation with Video Foundation Models for Physical AI

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-07-03T00:57:29.762501Z

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Observation b04102be-4960-437a-9ff2-499c83425c9b · outbound

This paper cites Nicolas Carion, Laura Gustafson, Yuan-Ting Hu, Shoubhik Debnath, Ronghang Hu, Di- dac Suris, Chaitanya Ryali, Kalyan Vasudev Alwala, Haitham Khedr, Andrew Huang, et al.

Echo-Memory: A Controlled Study of Memory in Action World Models Nicolas Carion, Laura Gustafson, Yuan-Ting Hu, Shoubhik Debnath, Ronghang Hu, Di- dac Suris, Chaitanya Ryali, Kalyan Vasudev Alwala, Haitham Khedr, Andrew Huang, et al

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T00:57:29.795195Z

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Observation 40731f5a-148e-4aa3-b1f6-c99b7a44b1af · outbound

This paper cites Recammaster: Camera-controlled generative rendering from a single video.

Echo-Memory: A Controlled Study of Memory in Action World Models Recammaster: Camera-controlled generative rendering from a single video

Reference 4

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Observation 53645933-2674-44bb-af40-d4fd3f2c923c · outbound

This paper cites Mixture of contexts for long video generation.arXiv preprint arXiv:2508.21058.

Echo-Memory: A Controlled Study of Memory in Action World Models Mixture of contexts for long video generation.arXiv preprint arXiv:2508.21058

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.772782Z

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Observation 45993b80-c4f0-4bd4-8607-a6f29f243189 · outbound

This paper cites Spatialvlm: En- dowing vision-language models with spatial reasoning capabilities.

Echo-Memory: A Controlled Study of Memory in Action World Models Spatialvlm: En- dowing vision-language models with spatial reasoning capabilities

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-27T16:58:37.552036Z

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Observation b5c20b52-97f7-4b80-a985-98ef5e698016 · outbound

This paper cites First frame is the place to go for video content customization.

Echo-Memory: A Controlled Study of Memory in Action World Models First frame is the place to go for video content customization

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.749136Z

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Observation 6dface03-53d3-4027-be07-e59ab43181f9 · outbound

This paper cites Out of sight but not out of mind: Hybrid memory for dynamic video world models.

Echo-Memory: A Controlled Study of Memory in Action World Models Out of sight but not out of mind: Hybrid memory for dynamic video world models

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.783474Z

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Observation e240bf94-e47e-4527-9115-8c36938bf387 · outbound

This paper cites Recurrent Autoregressive Diffusion: Global Memory Meets Local Attention.

Echo-Memory: A Controlled Study of Memory in Action World Models Recurrent Autoregressive Diffusion: Global Memory Meets Local Attention

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-07-28T02:23:20.953262Z

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Observation 3f523c22-63ff-428d-a414-9ddd6ca80d65 · outbound

This paper cites VRAG: Learning World Models for Interactive Video Generation.

Echo-Memory: A Controlled Study of Memory in Action World Models VRAG: Learning World Models for Interactive Video Generation

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-07-03T00:57:29.697697Z

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Observation 296ebd5e-9233-4ef5-b628-d8395d76d8a3 · outbound

This paper cites Infinite-canvas: Higher-resolution video outpainting with extensive content generation.

Echo-Memory: A Controlled Study of Memory in Action World Models Infinite-canvas: Higher-resolution video outpainting with extensive content generation

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T00:57:29.706605Z

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Observation 5569eff4-bb9f-4598-bc05-5498cc765932 · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

Echo-Memory: A Controlled Study of Memory in Action World Models Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-07-03T00:57:29.792258Z

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Observation 771fcf27-c3a8-4744-b39e-0acfddc9fc4b · outbound

This paper cites Emu3.5: Native Multimodal Models are World Learners.

Echo-Memory: A Controlled Study of Memory in Action World Models Emu3.5: Native Multimodal Models are World Learners

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-07-03T00:57:29.767850Z

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Observation 544aceb8-a855-4a2d-b7b6-355ce69bf175 · outbound

This paper cites Veo 3, 2025.

Echo-Memory: A Controlled Study of Memory in Action World Models Veo 3, 2025

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-27T16:58:37.552036Z

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Observation a06c41d9-6ccb-40f0-9a95-ecec92bcb428 · outbound

This paper cites Molmo and pixmo: Open weights and open data for state- of-the-art vision-language models.

Echo-Memory: A Controlled Study of Memory in Action World Models Molmo and pixmo: Open weights and open data for state- of-the-art vision-language models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-27T16:58:37.552036Z

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Observation 5469a266-eaaf-437c-91d3-2176a1890f34 · outbound

This paper cites LiveWorld: Simulating out-of-sight dynamics in generative video world models.

Echo-Memory: A Controlled Study of Memory in Action World Models LiveWorld: Simulating out-of-sight dynamics in generative video world models

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.658505Z

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Observation 91d81485-ad9a-4982-9446-51c88c7bb30c · outbound

This paper cites A Survey of World Models for Autonomous Driving.

Echo-Memory: A Controlled Study of Memory in Action World Models A Survey of World Models for Autonomous Driving

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.786286Z

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Observation 3b651d37-467b-46ec-8547-4902a9571884 · outbound

This paper cites arXiv preprint arXiv:2601.05239 (2025).

Echo-Memory: A Controlled Study of Memory in Action World Models arXiv preprint arXiv:2601.05239 (2025)

Reference 18

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T00:57:29.763183Z

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Observation 2b360bfd-7174-440c-ae5b-6caf68665367 · outbound

This paper cites Seedance 1.0: Exploring the Boundaries of Video Generation Models.

Echo-Memory: A Controlled Study of Memory in Action World Models Seedance 1.0: Exploring the Boundaries of Video Generation Models

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-07-03T00:57:29.746650Z

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Observation e40ffcf0-f3a2-4c56-aa14-710615eac371 · outbound

This paper cites Beyond Pixel Histories: World Models with Persistent 3D State.

Echo-Memory: A Controlled Study of Memory in Action World Models Beyond Pixel Histories: World Models with Persistent 3D State

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-07-03T00:57:29.727263Z

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Observation 08102888-70f5-46b2-90dd-1408e6f641bd · outbound

This paper cites World Models.

Echo-Memory: A Controlled Study of Memory in Action World Models World Models

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-07-03T00:57:29.691794Z

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Observation 6a280289-08fe-4dcc-8dbf-43cc6c4dac55 · outbound

This paper cites Mastering Diverse Domains through World Models.

Echo-Memory: A Controlled Study of Memory in Action World Models Mastering Diverse Domains through World Models

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-07-03T00:57:29.715569Z

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Observation 6d27ce82-f5b1-40bd-ae1d-ca1274f056e8 · outbound

This paper cites Imagen Video: High Definition Video Generation with Diffusion Models.

Echo-Memory: A Controlled Study of Memory in Action World Models Imagen Video: High Definition Video Generation with Diffusion Models

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-07-03T00:57:29.683868Z

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Observation 1ea57e62-05a5-4091-bace-a95a34ef6d04 · outbound

This paper cites Relic: Interactive video world model with long-horizon memory.arXiv preprint arXiv:2512.04040.

Echo-Memory: A Controlled Study of Memory in Action World Models Relic: Interactive video world model with long-horizon memory.arXiv preprint arXiv:2512.04040

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.686705Z

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Observation f837404f-c9b3-44c4-9b14-5892a8b167f3 · outbound

This paper cites Geometry-as-context: Modulating explicit 3d in scene-consistent video generation to geometry context.

Echo-Memory: A Controlled Study of Memory in Action World Models Geometry-as-context: Modulating explicit 3d in scene-consistent video generation to geometry context

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.651414Z

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Observation 8641e362-2b0f-4bae-a2f8-a85eeec45ded · outbound

This paper cites Simulating the real world: A unified survey of multimodal generative models.

Echo-Memory: A Controlled Study of Memory in Action World Models Simulating the real world: A unified survey of multimodal generative models

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.601600Z

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Observation 64493aa7-94bc-48e1-9292-5c7edc2c204d · outbound

This paper cites Mem- ory forcing: Spatio-temporal memory for consistent scene generation on minecraft.

Echo-Memory: A Controlled Study of Memory in Action World Models Mem- ory forcing: Spatio-temporal memory for consistent scene generation on minecraft

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.680871Z

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Observation 501130a0-8b17-4c71-bcd7-79b0ea5951ba · outbound

This paper cites Memflow: Flowing adaptive memory for consistent and efficient long video narratives.

Echo-Memory: A Controlled Study of Memory in Action World Models Memflow: Flowing adaptive memory for consistent and efficient long video narratives

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.695654Z

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Observation 1a70c416-1486-4b88-bc3b-91d721d474d2 · outbound

This paper cites A path towards autonomous machine intelligence version 0.9.

Echo-Memory: A Controlled Study of Memory in Action World Models A path towards autonomous machine intelligence version 0.9

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-27T16:58:37.552036Z

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Observation a3c4102e-0bf1-47e8-b9a0-143830e5b15f · outbound

This paper cites Memory-v2v: Memory-augmented video-to-video diffusion for consistent multi-turn editing.arXiv preprint arXiv:2601.16296, 2026.

Echo-Memory: A Controlled Study of Memory in Action World Models Memory-v2v: Memory-augmented video-to-video diffusion for consistent multi-turn editing.arXiv preprint arXiv:2601.16296, 2026

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.709966Z

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Observation ee41770c-9067-49ba-95e5-61f8cfb0b5a4 · outbound

This paper cites 3d scene prompting for scene-consistent camera-controllable video generation.

Echo-Memory: A Controlled Study of Memory in Action World Models 3d scene prompting for scene-consistent camera-controllable video generation

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.704239Z

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Observation 25414ad7-4a4c-4918-8e01-036f5798c29b · outbound

This paper cites Cubecomposer: Spatio-temporal autoregressive 4k 360°video generation from perspective video.arXiv preprint arXiv:2603.04291, 2026.

Echo-Memory: A Controlled Study of Memory in Action World Models Cubecomposer: Spatio-temporal autoregressive 4k 360°video generation from perspective video.arXiv preprint arXiv:2603.04291, 2026

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.703927Z

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Observation 51878d4a-047d-4e20-940c-0b3d26bb8b63 · outbound

This paper cites A Comprehensive Survey on World Models for Embodied AI.

Echo-Memory: A Controlled Study of Memory in Action World Models A Comprehensive Survey on World Models for Embodied AI

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-07-03T00:57:29.741528Z

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Observation 32868eec-be46-4142-b2c5-e5775e968d6c · outbound

This paper cites Flow Equivariant World Models: Memory for Partially Observed Dynamic Environments.

Echo-Memory: A Controlled Study of Memory in Action World Models Flow Equivariant World Models: Memory for Partially Observed Dynamic Environments

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-07-03T00:57:29.733393Z

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Observation 906e6d8f-e3ff-4cd0-84ad-d68777b8f577 · outbound

This paper cites JavisDiT: Joint audio-video diffusion transformer with hierarchical spatio-temporal prior synchronization.

Echo-Memory: A Controlled Study of Memory in Action World Models JavisDiT: Joint audio-video diffusion transformer with hierarchical spatio-temporal prior synchronization

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.732997Z

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Observation 05324041-c7d2-4957-9383-5c8524e82b6c · outbound

This paper cites A Survey: Learning Embodied Intelligence from Physical Simulators and World Models.

Echo-Memory: A Controlled Study of Memory in Action World Models A Survey: Learning Embodied Intelligence from Physical Simulators and World Models

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.741283Z

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Observation a3b2610a-caeb-4a9d-9cf3-df5e82f021f6 · outbound

This paper cites Camclonemaster: Enabling reference-based camera control for video generation.

Echo-Memory: A Controlled Study of Memory in Action World Models Camclonemaster: Enabling reference-based camera control for video generation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-06-27T16:58:37.552036Z

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Observation 31ad618b-c047-49c2-a2f4-9c7e5462fda9 · outbound

This paper cites SpatialReasoner: Towards Explicit and Generalizable 3D Spatial Reasoning.

Echo-Memory: A Controlled Study of Memory in Action World Models SpatialReasoner: Towards Explicit and Generalizable 3D Spatial Reasoning

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.755171Z

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Observation 21aa0ee4-4511-4efc-9b6d-20d67ecd220c · outbound

This paper cites Yume: An Interactive World Generation Model.

Echo-Memory: A Controlled Study of Memory in Action World Models Yume: An Interactive World Generation Model

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.770372Z

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Observation cc2fbe5b-e139-4654-9c36-b687d726cf67 · outbound

This paper cites Team Seawead, Ceyuan Yang, Zhijie Lin, Yang Zhao, Shanchuan Lin, Zhibei Ma, Haoyuan Guo, Hao Chen, Lu Qi, Sen Wang, et al.

Echo-Memory: A Controlled Study of Memory in Action World Models Team Seawead, Ceyuan Yang, Zhijie Lin, Yang Zhao, Shanchuan Lin, Zhibei Ma, Haoyuan Guo, Hao Chen, Lu Qi, Sen Wang, et al

Reference 40

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T00:57:29.701579Z

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Observation 9467d832-6418-4f2a-9102-74b4eabeb5f5 · outbound

This paper cites Sora, 2024.

Echo-Memory: A Controlled Study of Memory in Action World Models Sora, 2024

Reference 41

Resolution: unresolved; no resolver link, observed 2026-06-27T16:58:37.552036Z

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Observation cc092379-e925-4b9a-a798-d61495f292ba · outbound

This paper cites Gpt-5, 2025.

Echo-Memory: A Controlled Study of Memory in Action World Models Gpt-5, 2025

Reference 42

Resolution: unresolved; no resolver link, observed 2026-06-27T16:58:37.552036Z

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Observation 8ad340c8-94e8-43c2-a473-1d85bce75197 · outbound

This paper cites Sora 2: Video generation model, 2025.

Echo-Memory: A Controlled Study of Memory in Action World Models Sora 2: Video generation model, 2025

Reference 43

Resolution: unresolved; no resolver link, observed 2026-06-27T16:58:37.552036Z

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Observation 0f336968-a046-4857-9dd6-f4e569695d36 · outbound

This paper cites Long-Context State-Space Video World Models.

Echo-Memory: A Controlled Study of Memory in Action World Models Long-Context State-Space Video World Models

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.774285Z

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Observation fbf921c1-c40e-41c3-9989-5cd10897c86b · outbound

This paper cites MultiGen: Level-design for editable multiplayer worlds in diffusion game engines.

Echo-Memory: A Controlled Study of Memory in Action World Models MultiGen: Level-design for editable multiplayer worlds in diffusion game engines

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.711991Z

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Observation 6dc92de5-5ee7-4005-b9ec-d2289c1256f4 · outbound

This paper cites Solaris: Building a multiplayer video world model in minecraft.

Echo-Memory: A Controlled Study of Memory in Action World Models Solaris: Building a multiplayer video world model in minecraft

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.706861Z

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Observation d3093303-b465-4c94-b8f6-c270d032201f · outbound

This paper cites Learning plug-and-play memory for guiding video diffusion models.

Echo-Memory: A Controlled Study of Memory in Action World Models Learning plug-and-play memory for guiding video diffusion models

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.778841Z

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Observation 7a68dc0c-b24a-4d3b-aa52-87f5ec29e7b7 · outbound

This paper cites WorldPlay: Towards Long-Term Geometric Consistency for Real-Time Interactive World Modeling.

Echo-Memory: A Controlled Study of Memory in Action World Models WorldPlay: Towards Long-Term Geometric Consistency for Real-Time Interactive World Modeling

Reference 48

Resolution: verified exact; local_arxiv, observed 2026-07-03T00:57:29.797886Z

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Observation 9f62bd50-1bfc-4dd3-a390-8562c12cd89e · outbound

This paper cites Fsvideo: Fast speed video diffusion model in a highly-compressed latent space.

Echo-Memory: A Controlled Study of Memory in Action World Models Fsvideo: Fast speed video diffusion model in a highly-compressed latent space

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.768956Z

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Observation b409b66e-9a69-4d1f-90cd-df161bb6bb58 · outbound

This paper cites InSpatio-WorldFM: An Open-Source Real-Time Generative Frame Model.

Echo-Memory: A Controlled Study of Memory in Action World Models InSpatio-WorldFM: An Open-Source Real-Time Generative Frame Model

Reference 50

Resolution: verified exact; local_arxiv, observed 2026-07-03T00:57:29.590339Z

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Observation f5179516-2077-44ec-b5d6-2b4b011691d0 · outbound

This paper cites Advancing Open-source World Models.

Echo-Memory: A Controlled Study of Memory in Action World Models Advancing Open-source World Models

Reference 51

Resolution: verified exact; local_arxiv, observed 2026-07-03T00:57:29.771479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 402c038b-0829-4ec2-92b9-55854d2da464 · outbound

This paper cites Wan 2.5: Unified multi-modal video generation framework, 2025.

Echo-Memory: A Controlled Study of Memory in Action World Models Wan 2.5: Unified multi-modal video generation framework, 2025

Reference 52

Resolution: unresolved; no resolver link, observed 2026-06-27T16:58:37.552036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 361e9b66-08ce-4e19-beef-8c40152a6b6d · outbound

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

Echo-Memory: A Controlled Study of Memory in Action World Models Wan: Open and Advanced Large-Scale Video Generative Models

Reference 53

Resolution: verified exact; local_arxiv, observed 2026-07-03T00:57:29.735338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation daae9114-711b-4a99-8a82-c2d33fcb9430 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

Echo-Memory: A Controlled Study of Memory in Action World Models Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 54

Resolution: verified exact; local_arxiv, observed 2026-07-03T00:57:29.749699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation cb8db75b-cf53-4e1a-8be7-47996a731329 · outbound

This paper cites Anchorweave: World- consistentvideogenerationwithretrievedlocalspatialmemories.arXivpreprintarXiv:2602.14941, 2026b.

Echo-Memory: A Controlled Study of Memory in Action World Models Anchorweave: World- consistentvideogenerationwithretrievedlocalspatialmemories.arXivpreprintarXiv:2602.14941, 2026b

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.777820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation aeeb8b75-3d82-43c5-be9a-10af1f0d168b · outbound

This paper cites Infinite-World: Scaling interactive world models to 1000-frame horizons via pose-free hierarchical memory.

Echo-Memory: A Controlled Study of Memory in Action World Models Infinite-World: Scaling interactive world models to 1000-frame horizons via pose-free hierarchical memory

Reference 56

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.687102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d94f74c9-ad90-4347-9bc7-469fe39bc835 · outbound

This paper cites Video World Models with Long-term Spatial Memory.

Echo-Memory: A Controlled Study of Memory in Action World Models Video World Models with Long-term Spatial Memory

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.674605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d8d39e69-2dee-4d02-9c2c-6a01d880b2fe · outbound

This paper cites Pack and force your memory: Long-form and consistent video generation.arXiv preprint arXiv:2510.01784.

Echo-Memory: A Controlled Study of Memory in Action World Models Pack and force your memory: Long-form and consistent video generation.arXiv preprint arXiv:2510.01784

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.752453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 37e9de56-0a35-4521-92d0-c9d86a10eefc · outbound

This paper cites Qwen3-Omni Technical Report.

Echo-Memory: A Controlled Study of Memory in Action World Models Qwen3-Omni Technical Report

Reference 59

Resolution: verified exact; local_arxiv, observed 2026-07-03T00:57:29.757677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7dbf02b0-dc7c-4bdc-b8ae-49abd6f21e2f · outbound

This paper cites UCM: Unified Modeling of Camera Control and Memory with Time-aware Positional Encoding Warping for World Models.

Echo-Memory: A Controlled Study of Memory in Action World Models UCM: Unified Modeling of Camera Control and Memory with Time-aware Positional Encoding Warping for World Models

Reference 60

Resolution: verified exact; local_arxiv, observed 2026-07-03T00:57:29.739073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation af2afe85-fa76-4907-84e4-d6ab31b91e5b · outbound

This paper cites LongLive: Real-time Interactive Long Video Generation.

Echo-Memory: A Controlled Study of Memory in Action World Models LongLive: Real-time Interactive Long Video Generation

Reference 61

Resolution: verified exact; local_arxiv, observed 2026-07-03T00:57:29.692552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 31c4f39c-d9b9-47c6-917c-871c65fc4759 · outbound

This paper cites Context as Memory: Scene-Consistent Interactive Long Video Generation with Memory Retrieval.

Echo-Memory: A Controlled Study of Memory in Action World Models Context as Memory: Scene-Consistent Interactive Long Video Generation with Memory Retrieval

Reference 62

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.617097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 234c3e6c-3a41-4e00-a8d3-5a787eb795b9 · outbound

This paper cites A Survey of Interactive Generative Video.

Echo-Memory: A Controlled Study of Memory in Action World Models A Survey of Interactive Generative Video

Reference 63

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.747127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 61a18ad2-2678-479f-9740-fe1d6b75258e · outbound

This paper cites Context as memory: Scene-consistent interactive long video generation with memory retrieval.

Echo-Memory: A Controlled Study of Memory in Action World Models Context as memory: Scene-consistent interactive long video generation with memory retrieval

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.721310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1aa828c1-383e-476f-a6b4-9fbc4414a974 · outbound

This paper cites Storymem: Multi-shot long video storytelling with memory.

Echo-Memory: A Controlled Study of Memory in Action World Models Storymem: Multi-shot long video storytelling with memory

Reference 65

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.760697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6769c2d5-9afb-4ff9-8570-75e51c73c3dd · outbound

This paper cites Test-Time Training Done Right.

Echo-Memory: A Controlled Study of Memory in Action World Models Test-Time Training Done Right

Reference 66

Resolution: verified exact; local_arxiv, observed 2026-07-03T00:57:29.666136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 73db4c88-2445-4413-a343-7a9576d996a7 · outbound

This paper cites Waver: Wave Your Way to Lifelike Video Generation.

Echo-Memory: A Controlled Study of Memory in Action World Models Waver: Wave Your Way to Lifelike Video Generation

Reference 67

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.723430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 52962874-20b8-47c3-8e06-cf9ac92f794e · outbound

This paper cites Spatia: Video generation with updatable spatial memory.

Echo-Memory: A Controlled Study of Memory in Action World Models Spatia: Video generation with updatable spatial memory

Reference 68

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.736187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation de3f0454-ecbd-4819-8d76-3acac0d4dc6a · outbound

This paper cites Soulx- liveact: Towards hour-scale real-time human animation with neighbor forcing and convkv memory.arXiv preprint arXiv:2603.11746, 2026.

Echo-Memory: A Controlled Study of Memory in Action World Models Soulx- liveact: Towards hour-scale real-time human animation with neighbor forcing and convkv memory.arXiv preprint arXiv:2603.11746, 2026

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.765976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 82a4ba2a-c6fe-425c-b824-c3924754780e · outbound

This paper cites arXiv preprint arXiv:2601.03655 (2026) 30.

Echo-Memory: A Controlled Study of Memory in Action World Models arXiv preprint arXiv:2601.03655 (2026) 30

Reference 70

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.789654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c8a114bf-f43f-41b9-a2ab-fe9e26a1f77e · outbound

This paper cites Memorize-and-generate: Towards long-term consistency in real-time video generation.arXiv preprint arXiv:2512.18741, 2025.

Echo-Memory: A Controlled Study of Memory in Action World Models Memorize-and-generate: Towards long-term consistency in real-time video generation.arXiv preprint arXiv:2512.18741, 2025

Reference 71

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:57:29.643804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation afa29d25-efeb-42e8-bae8-d822797dcad2 · outbound

This paper cites Is sora a world simulator? A comprehensive survey on general world models and beyond.

Echo-Memory: A Controlled Study of Memory in Action World Models Is sora a world simulator? A comprehensive survey on general world models and beyond

Reference 72

Resolution: malformed identifier; arxiv_id, observed 2026-07-03T00:57:29.639631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Reference resolution

Outbound references

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