DreamWAM: Beyond RGB Future Prediction for World Action Models | Paper Citation Record

Observation 349b7474-1876-4536-813b-ba85cdef8772 · outbound

This paper cites Fast-WAM: Do World Action Models Need Test-time Future Imagination?.

DreamWAM: Beyond RGB Future Prediction for World Action Models Fast-WAM: Do World Action Models Need Test-time Future Imagination?

Reference 1

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Observation 6e8d2c42-dac2-42f6-84e5-dd34194ec02e · outbound

This paper cites WorldVLA: Towards Autoregressive Action World Model.

DreamWAM: Beyond RGB Future Prediction for World Action Models WorldVLA: Towards Autoregressive Action World Model

Reference 2

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Observation fec478f5-1874-4055-9d9d-12a6b8206766 · outbound

This paper cites Motus: A Unified Latent Action World Model.

DreamWAM: Beyond RGB Future Prediction for World Action Models Motus: A Unified Latent Action World Model

Reference 3

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Observation eb3d5f58-2c8a-43b0-a17d-7433f50e1fcf · outbound

This paper cites Unified 4D World Action Modeling from Video Priors with Asynchronous Denoising.

DreamWAM: Beyond RGB Future Prediction for World Action Models Unified 4D World Action Modeling from Video Priors with Asynchronous Denoising

Reference 4

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Observation 0722d4c7-d541-490d-b5ec-1b42ebd2c7d2 · outbound

This paper cites Causal World Modeling for Robot Control.

DreamWAM: Beyond RGB Future Prediction for World Action Models Causal World Modeling for Robot Control

Reference 5

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Observation ea8658ba-0d32-45b6-871b-340b39faf206 · outbound

This paper cites GigaWorld-Policy-0.5: A Faster and Stronger WAM Empowered by AutoResearch.

DreamWAM: Beyond RGB Future Prediction for World Action Models GigaWorld-Policy-0.5: A Faster and Stronger WAM Empowered by AutoResearch

Reference 6

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Observation 1a27b0d6-d3e0-4dd7-8b07-5584615e6f89 · outbound

This paper cites DriveVLA-W0: World Models Amplify Data Scaling Law in Autonomous Driving.

DreamWAM: Beyond RGB Future Prediction for World Action Models DriveVLA-W0: World Models Amplify Data Scaling Law in Autonomous Driving

Reference 7

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Observation 269cff1d-a1e9-4105-a3ff-0a569633c658 · outbound

This paper cites SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer.

DreamWAM: Beyond RGB Future Prediction for World Action Models SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:27.945324Z

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Observation ae0b8ad0-fb38-4fb3-b6bb-65d5f1650054 · outbound

This paper cites Unified World Models: Coupling Video and Action Diffusion for Pretraining on Large Robotic Datasets.

DreamWAM: Beyond RGB Future Prediction for World Action Models Unified World Models: Coupling Video and Action Diffusion for Pretraining on Large Robotic Datasets

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:27.948270Z

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Observation df4479c5-7d5d-4a12-88db-728569ebce45 · outbound

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

DreamWAM: Beyond RGB Future Prediction for World Action Models Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:59:28.923198Z

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Observation 59b4ad76-093b-48eb-b39d-37f94da3fc6a · outbound

This paper cites RT-1: Robotics Transformer for Real-World Control at Scale.

DreamWAM: Beyond RGB Future Prediction for World Action Models RT-1: Robotics Transformer for Real-World Control at Scale

Reference 11

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Observation 14732903-8965-4091-af54-ec7025440a39 · outbound

This paper cites Conference on Robot Learning , pages=.

DreamWAM: Beyond RGB Future Prediction for World Action Models Conference on Robot Learning , pages=

Reference 12

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Observation 4b3f5218-7955-4474-a9d0-1e53ad0f7ecd · outbound

This paper cites Octo: An Open-Source Generalist Robot Policy.

DreamWAM: Beyond RGB Future Prediction for World Action Models Octo: An Open-Source Generalist Robot Policy

Reference 13

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Observation adcfcf02-2550-4722-a62f-cc67bd48f804 · outbound

This paper cites MotionVLA: Injecting Geometric Motion into Vision-Language-Action Model.

DreamWAM: Beyond RGB Future Prediction for World Action Models MotionVLA: Injecting Geometric Motion into Vision-Language-Action Model

Reference 14

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T11:59:28.758619Z

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Observation 73950fe1-e968-4c05-9e45-eef486247fac · outbound

This paper cites OpenVLA: An Open-Source Vision-Language-Action Model.

DreamWAM: Beyond RGB Future Prediction for World Action Models OpenVLA: An Open-Source Vision-Language-Action Model

Reference 15

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Observation 9ba2c97c-e9d4-44f2-b974-c29ac515e912 · outbound

This paper cites UniVLA: Learning to Act Anywhere with Task-centric Latent Actions.

DreamWAM: Beyond RGB Future Prediction for World Action Models UniVLA: Learning to Act Anywhere with Task-centric Latent Actions

Reference 16

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Observation 9b711223-87c9-4bae-9f09-7f83e531a248 · outbound

This paper cites Fine-Tuning Vision-Language-Action Models: Optimizing Speed and Success.

DreamWAM: Beyond RGB Future Prediction for World Action Models Fine-Tuning Vision-Language-Action Models: Optimizing Speed and Success

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:27.970489Z

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Observation 53e87fca-9d14-4fe3-bb27-f5f644b4389c · outbound

This paper cites an unresolved cited work.

DreamWAM: Beyond RGB Future Prediction for World Action Models Unresolved cited work

Reference 18

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Observation 39f5e92a-024e-4ebc-a675-34fc6eb99b67 · outbound

This paper cites $\pi_{0.5}$: a Vision-Language-Action Model with Open-World Generalization.

DreamWAM: Beyond RGB Future Prediction for World Action Models $\pi_{0.5}$: a Vision-Language-Action Model with Open-World Generalization

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:27.976432Z

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Observation 9729b5b0-2eca-403c-96f6-add7f6347aa3 · outbound

This paper cites FAST: Efficient Action Tokenization for Vision-Language-Action Models.

DreamWAM: Beyond RGB Future Prediction for World Action Models FAST: Efficient Action Tokenization for Vision-Language-Action Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:27.979101Z

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Observation 42acc6e8-6e7f-456c-9f23-55e914b75a56 · outbound

This paper cites an unresolved cited work.

DreamWAM: Beyond RGB Future Prediction for World Action Models Unresolved cited work

Reference 21

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Observation af806737-ffc3-4880-8aa8-b710d4bd60a7 · outbound

This paper cites ${\pi}_{0.7}$: a Steerable Generalist Robotic Foundation Model with Emergent Capabilities.

DreamWAM: Beyond RGB Future Prediction for World Action Models ${\pi}_{0.7}$: a Steerable Generalist Robotic Foundation Model with Emergent Capabilities

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:27.984035Z

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Observation 072362db-483e-4a48-8ab8-537d395b2911 · outbound

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

DreamWAM: Beyond RGB Future Prediction for World Action Models Advances in Neural Information Processing Systems , volume=

Reference 23

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Observation 03a5a5af-0db4-41eb-9e59-25ca39606d81 · outbound

This paper cites arXiv preprint arXiv:2510.12276 , year=.

DreamWAM: Beyond RGB Future Prediction for World Action Models arXiv preprint arXiv:2510.12276 , year=

Reference 24

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Observation 08eb154b-0347-41fc-a166-9131af9607f0 · outbound

This paper cites arXiv preprint arXiv:2510.13375 , year=.

DreamWAM: Beyond RGB Future Prediction for World Action Models arXiv preprint arXiv:2510.13375 , year=

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:27.991808Z

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Observation 4ea46a74-9f7c-4254-bac6-08496d862c2e · outbound

This paper cites SpatialVLA: Exploring Spatial Representations for Visual-Language-Action Model.

DreamWAM: Beyond RGB Future Prediction for World Action Models SpatialVLA: Exploring Spatial Representations for Visual-Language-Action Model

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:27.994101Z

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Observation b7df52d0-2bea-422c-a38b-49f06c97be77 · outbound

This paper cites GeoVLA: Empowering 3D Representations in Vision-Language-Action Models.

DreamWAM: Beyond RGB Future Prediction for World Action Models GeoVLA: Empowering 3D Representations in Vision-Language-Action Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:27.996941Z

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Observation 57806a0b-41ab-45b6-b2e6-1988f0581f96 · outbound

This paper cites IEEE Robotics and Automation Letters , volume=.

DreamWAM: Beyond RGB Future Prediction for World Action Models IEEE Robotics and Automation Letters , volume=

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:27.999582Z

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Observation 223409be-ab1b-4df8-bd83-558fa86b442e · outbound

This paper cites arXiv preprint arXiv:2603.00466 , year=.

DreamWAM: Beyond RGB Future Prediction for World Action Models arXiv preprint arXiv:2603.00466 , year=

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:28.002431Z

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Observation be199bd7-a337-4f11-a865-fa77c59a3271 · outbound

This paper cites VideoJAM: Joint Appearance-Motion Representations for Enhanced Motion Generation in Video Models.

DreamWAM: Beyond RGB Future Prediction for World Action Models VideoJAM: Joint Appearance-Motion Representations for Enhanced Motion Generation in Video Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:28.004817Z

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Observation 1c4f71fc-aed3-40ff-a03b-ed21882b5310 · outbound

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

DreamWAM: Beyond RGB Future Prediction for World Action Models Advances in Neural Information Processing Systems , volume=

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:59:28.887922Z

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Observation 8c6ddd3a-5b50-4750-89d6-9c3a0c2dd22a · outbound

This paper cites World Action Models are Zero-shot Policies.

DreamWAM: Beyond RGB Future Prediction for World Action Models World Action Models are Zero-shot Policies

Reference 32

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Observation f9c1168e-e63f-4e71-aa67-19ff84f54f2d · outbound

This paper cites Cosmos Policy: Fine-Tuning Video Models for Visuomotor Control and Planning.

DreamWAM: Beyond RGB Future Prediction for World Action Models Cosmos Policy: Fine-Tuning Video Models for Visuomotor Control and Planning

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:28.012388Z

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Observation fe49fbe1-1e27-442a-92a0-79f3131c52e7 · outbound

This paper cites GR00T N1: An Open Foundation Model for Generalist Humanoid Robots.

DreamWAM: Beyond RGB Future Prediction for World Action Models GR00T N1: An Open Foundation Model for Generalist Humanoid Robots

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:28.014913Z

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Observation fc6cf896-24bf-48e7-8994-dbd725c8a5c8 · outbound

This paper cites X-VLA: Soft-Prompted Transformer as Scalable Cross-Embodiment Vision-Language-Action Model.

DreamWAM: Beyond RGB Future Prediction for World Action Models X-VLA: Soft-Prompted Transformer as Scalable Cross-Embodiment Vision-Language-Action Model

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:28.017508Z

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Observation 64c93299-25a2-4bfe-a77d-25c04149d9ea · outbound

This paper cites arXiv preprint arXiv:2601.03782 , year=.

DreamWAM: Beyond RGB Future Prediction for World Action Models arXiv preprint arXiv:2601.03782 , year=

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:28.020106Z

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Observation 7b4da607-f483-49d6-a7e4-e5a12f5a7e77 · outbound

This paper cites CogACT: A Foundational Vision-Language-Action Model for Synergizing Cognition and Action in Robotic Manipulation.

DreamWAM: Beyond RGB Future Prediction for World Action Models CogACT: A Foundational Vision-Language-Action Model for Synergizing Cognition and Action in Robotic Manipulation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:28.022493Z

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Observation f01ce99b-c333-4dcf-ab35-c2465cfd93c7 · outbound

This paper cites SmolVLA: A Vision-Language-Action Model for Affordable and Efficient Robotics.

DreamWAM: Beyond RGB Future Prediction for World Action Models SmolVLA: A Vision-Language-Action Model for Affordable and Efficient Robotics

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:28.025058Z

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Observation cf1e7798-3028-4b35-a0a6-2222088f264d · outbound

This paper cites arXiv preprint arXiv:2602.09849 , year=.

DreamWAM: Beyond RGB Future Prediction for World Action Models arXiv preprint arXiv:2602.09849 , year=

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:28.029136Z

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Observation 3758e7fa-53e6-43e5-a358-87b44c92efc1 · outbound

This paper cites A Pragmatic VLA Foundation Model.

DreamWAM: Beyond RGB Future Prediction for World Action Models A Pragmatic VLA Foundation Model

Reference 40

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Observation 88d19478-b5a7-4704-b011-577faf117883 · outbound

This paper cites Qwen-VLA: Unifying Vision-Language-Action Modeling across Tasks, Environments, and Robot Embodiments.

DreamWAM: Beyond RGB Future Prediction for World Action Models Qwen-VLA: Unifying Vision-Language-Action Modeling across Tasks, Environments, and Robot Embodiments

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:28.066566Z

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Observation 37fbf687-49ca-42e5-8ed6-cfd99f906024 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

DreamWAM: Beyond RGB Future Prediction for World Action Models Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:28.086599Z

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Observation 2960e5b1-ccbf-466f-bc41-33d78c3e3f3b · outbound

This paper cites Advances in neural information processing systems , volume=.

DreamWAM: Beyond RGB Future Prediction for World Action Models Advances in neural information processing systems , volume=

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:28.104136Z

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Observation 76ba7be3-3e53-48ec-b549-ab3c1a06c5d7 · outbound

This paper cites arXiv preprint arXiv:2602.10098 , year=.

DreamWAM: Beyond RGB Future Prediction for World Action Models arXiv preprint arXiv:2602.10098 , year=

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:28.125004Z

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Observation 5d39e72b-a378-4806-8d20-5d7c82034cbb · outbound

This paper cites World-Value-Action Model: Implicit Planning for Vision-Language-Action Systems.

DreamWAM: Beyond RGB Future Prediction for World Action Models World-Value-Action Model: Implicit Planning for Vision-Language-Action Systems

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:28.149079Z

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Observation eb4d346e-90e1-4e38-a40c-0d1ef87de334 · outbound

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

DreamWAM: Beyond RGB Future Prediction for World Action Models Advances in Neural Information Processing Systems , volume=

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:28.152150Z

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Observation 4ebf7cc6-55e8-421d-a150-095661edff97 · outbound

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

DreamWAM: Beyond RGB Future Prediction for World Action Models Advances in Neural Information Processing Systems , volume=

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:28.154987Z

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Observation eb41739a-d234-4028-8f48-4db5a6afbf19 · outbound

This paper cites LIBERO-Plus: In-depth Robustness Analysis of Vision-Language-Action Models.

DreamWAM: Beyond RGB Future Prediction for World Action Models LIBERO-Plus: In-depth Robustness Analysis of Vision-Language-Action Models

Reference 48

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Observation af9beb80-efb9-492a-9953-9f36e54bfc84 · outbound

This paper cites European conference on computer vision , pages=.

DreamWAM: Beyond RGB Future Prediction for World Action Models European conference on computer vision , pages=

Reference 49

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Observation 4a3c2dbd-3c38-419a-bda3-49aa3dc3fd26 · outbound

This paper cites Transactions on Machine Learning Research Journal , year=.

DreamWAM: Beyond RGB Future Prediction for World Action Models Transactions on Machine Learning Research Journal , year=

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:28.163583Z

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Observation 52ba659b-23b2-49e4-b54c-353e1c66ae3a · outbound

This paper cites Depth Anything 3: Recovering the Visual Space from Any Views.

DreamWAM: Beyond RGB Future Prediction for World Action Models Depth Anything 3: Recovering the Visual Space from Any Views

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:28.166186Z

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Observation d15f438c-0c1c-4847-909f-3db010846170 · outbound

This paper cites The eleventh international conference on learning representations , year=.

DreamWAM: Beyond RGB Future Prediction for World Action Models The eleventh international conference on learning representations , year=

Reference 52

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Observation a253e39f-5123-439d-a0a1-9739baa2c4a4 · outbound

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

DreamWAM: Beyond RGB Future Prediction for World Action Models Wan: Open and Advanced Large-Scale Video Generative Models

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:28.171196Z

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Observation 85c10b39-ce12-4265-befc-e66b0d208e0b · outbound

This paper cites Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think.

DreamWAM: Beyond RGB Future Prediction for World Action Models Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T11:59:28.173683Z

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Observation d06083b8-33cf-4736-8761-04016e175472 · outbound

This paper cites generation: Taming optimization dilemma in latent diffusion models , author=.

DreamWAM: Beyond RGB Future Prediction for World Action Models generation: Taming optimization dilemma in latent diffusion models , author=

Reference 55

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