StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models | Paper Citation Record

Observation 2f5c8d6a-811d-4c38-ab78-5befcc6692e4 · outbound

This paper cites Qwen3-VL Technical Report.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models Qwen3-VL Technical Report

Reference 1

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Observation 67d75d5f-0648-4b58-b217-e545c44d0264 · outbound

This paper cites RT-H: Action Hierarchies Using Language.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models RT-H: Action Hierarchies Using Language

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.166058Z

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Observation 6dac024d-934a-4e63-9c28-17108811c050 · outbound

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

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models Motus: A Unified Latent Action World Model

Reference 3

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Observation 3d188d7a-3dcb-41a8-9f41-95057c8b2db6 · outbound

This paper cites $\pi_0$: A Vision-Language-Action Flow Model for General Robot Control.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models $\pi_0$: A Vision-Language-Action Flow Model for General Robot Control

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.177152Z

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Observation bc553b3e-ccae-4b9a-9985-c34c2ecf9c15 · outbound

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

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models UniVLA: Learning to Act Anywhere with Task-centric Latent Actions

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.187843Z

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Observation 0d1af0ab-83cc-4257-9d54-d35208203a99 · outbound

This paper cites See Once, Then Act: Vision-Language-Action Model with Task Learning from One-Shot Video Demonstrations.arXiv preprint arXiv:2512.07582, 2025.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models See Once, Then Act: Vision-Language-Action Model with Task Learning from One-Shot Video Demonstrations.arXiv preprint arXiv:2512.07582, 2025

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.193129Z

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Observation 35e919bf-d023-467d-b3ed-a0256c2a742f · outbound

This paper cites Steerable Vision-Language-Action Policies for Embodied Reasoning and Hierarchical Control.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models Steerable Vision-Language-Action Policies for Embodied Reasoning and Hierarchical Control

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.198497Z

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Observation 78dbd86f-6df9-4060-87f0-f9c36e3b9296 · outbound

This paper cites From Intention to Execution: Probing the Generalization Boundaries of Vision-Language-Action Models.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models From Intention to Execution: Probing the Generalization Boundaries of Vision-Language-Action Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.204306Z

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Observation 92387e10-3135-4277-ae10-736ecc3fef1a · outbound

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

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models LIBERO-Plus: In-depth Robustness Analysis of Vision-Language-Action Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.209987Z

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Observation 59b30ab7-0fa0-4397-a48c-9c111f559777 · outbound

This paper cites See what matters: Differentiable grid sample pruning for generalizable vision-language-action model.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models See what matters: Differentiable grid sample pruning for generalizable vision-language-action model

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:39:42.138077Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e1295b98-35fa-4107-820e-4a881ae8b493 · outbound

This paper cites WAM-TTT: Steering World-Action Models by Watching Human Play at Test Time.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models WAM-TTT: Steering World-Action Models by Watching Human Play at Test Time

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-16T00:39:41.579937Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f09b947f-1824-459f-b2ee-31d585b4c5ce · outbound

This paper cites Icrt: In-context imitation learning via next-token prediction.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models Icrt: In-context imitation learning via next-token prediction

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:39:42.118206Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5ca88b4a-50bf-46f0-afc4-e195fcc9caa2 · outbound

This paper cites DreamDojo: A Generalist Robot World Model from Large-Scale Human Videos.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models DreamDojo: A Generalist Robot World Model from Large-Scale Human Videos

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.231644Z

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Observation b74b918f-6ff3-4a17-bc9a-f7d4e5c201ab · outbound

This paper cites Hancock, Xindi Wu, Lihan Zha, Olga Russakovsky, and Anirudha Majumdar.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models Hancock, Xindi Wu, Lihan Zha, Olga Russakovsky, and Anirudha Majumdar

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.237022Z

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Observation bc03fbe7-39c9-4a07-a4cb-08641716db5b · outbound

This paper cites Motion dynamics learning for few-shot embodied adaptation.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models Motion dynamics learning for few-shot embodied adaptation

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:39:42.098520Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dc9ad96b-87e0-4072-bc9b-3499977baaba · outbound

This paper cites Thinkact: Vision-language- action reasoning via reinforced visual latent planning.Advances in Neural Information Processing Systems, 38: 82782–82802, 2026.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models Thinkact: Vision-language- action reasoning via reinforced visual latent planning.Advances in Neural Information Processing Systems, 38: 82782–82802, 2026

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:39:42.079782Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 21ad72bd-a67f-4dfd-a627-4ab833b294fc · outbound

This paper cites Seeing Realism from Simulation: Efficient Video Transfer for Vision-Language-Action Data Augmentation.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models Seeing Realism from Simulation: Efficient Video Transfer for Vision-Language-Action Data Augmentation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.372922Z

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Observation 289bd257-aba7-4d12-a147-a9f0cf32edeb · outbound

This paper cites NORA: A Small Open-Sourced Generalist Vision Language Action Model for Embodied Tasks.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models NORA: A Small Open-Sourced Generalist Vision Language Action Model for Embodied Tasks

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.378753Z

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Observation dd1e365e-fbf5-4751-a3d7-ed85140f453d · outbound

This paper cites Ra-vla: Retrieval- augmented vla for test-time adaptation.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models Ra-vla: Retrieval- augmented vla for test-time adaptation

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:39:42.061087Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 767bc788-6f2e-467b-b80d-9b6644aeec2e · outbound

This paper cites Ra-vla: Retrieval- augmented vla for test-time adaptation.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models Ra-vla: Retrieval- augmented vla for test-time adaptation

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:39:42.040916Z

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Observation 66fbaafc-a41f-4c2b-b8aa-67c6d9b5983c · outbound

This paper cites RoboTTT: Context Scaling for Robot Policies.arXiv preprint, 2026.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models RoboTTT: Context Scaling for Robot Policies.arXiv preprint, 2026

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:39:42.019250Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ebb4701a-c999-4648-a9d6-2ed844b4d514 · outbound

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

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models OpenVLA: An Open-Source Vision-Language-Action Model

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.399303Z

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Observation b433c465-28c0-4c40-9039-47a72fc38fa3 · outbound

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

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models Fine-Tuning Vision-Language-Action Models: Optimizing Speed and Success

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.405179Z

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Observation 0faafd41-c780-4e71-95a5-70a99bf761fd · outbound

This paper cites MolmoAct: Action Reasoning Models that can Reason in Space.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models MolmoAct: Action Reasoning Models that can Reason in Space

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.410246Z

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Observation af116d28-9cb8-4d60-be99-bb45c4d5b95f · outbound

This paper cites CogVLA: Cognition-Aligned Vision-Language-Action Model via Instruction-Driven Routing & Sparsification.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models CogVLA: Cognition-Aligned Vision-Language-Action Model via Instruction-Driven Routing & Sparsification

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.416285Z

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Observation 81313a33-46db-4747-aafb-d1ca6837f4af · outbound

This paper cites Evo-Depth: A Lightweight Depth-Enhanced Vision-Language-Action Model.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models Evo-Depth: A Lightweight Depth-Enhanced Vision-Language-Action Model

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.421768Z

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Observation 6a9848be-5e94-4b18-97ae-ed3eaedd743d · outbound

This paper cites LA4VLA: Learning to Act without Seeing via Language-Action Pretraining.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models LA4VLA: Learning to Act without Seeing via Language-Action Pretraining

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.432225Z

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Observation 4b40be1e-1cc9-498f-b0fc-8bb09341e4e2 · outbound

This paper cites LIBERO: Benchmarking Knowledge Transfer for Lifelong Robot Learning.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models LIBERO: Benchmarking Knowledge Transfer for Lifelong Robot Learning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.437052Z

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Observation cea6bdc0-b60c-4b96-8748-1bd43bed470a · outbound

This paper cites LocoFormer: Generalist Locomotion via Long-Context Adaptation.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models LocoFormer: Generalist Locomotion via Long-Context Adaptation

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:39:42.000853Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cb272567-7abf-4b62-a6ba-ad96b84fc08e · outbound

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

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models GR00T N1: An Open Foundation Model for Generalist Humanoid Robots

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.447818Z

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Observation 984c62fa-cf3d-49b1-b3d5-6a27c331b914 · outbound

This paper cites Behavior Prompting Policy: Demonstrations as Prompts for Manipulation.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models Behavior Prompting Policy: Demonstrations as Prompts for Manipulation

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-08-16T00:39:41.258504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c8b74a6f-d11d-4d31-bba9-b692ebb2c443 · outbound

This paper cites Action-aware dynamic pruning for efficient vision-language-action manipulation.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models Action-aware dynamic pruning for efficient vision-language-action manipulation

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:39:41.982044Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 85f6ee72-9c7b-4f32-9dcb-9b5b11063e0c · outbound

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

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models FAST: Efficient Action Tokenization for Vision-Language-Action Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.464253Z

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Observation 93bb0d3b-252d-4ab8-bff1-f5be796a5a06 · outbound

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

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models ${\pi}_{0.7}$: a Steerable Generalist Robotic Foundation Model with Emergent Capabilities

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.470070Z

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Observation 0b5fe059-9135-45c7-92f3-d01d315ab801 · outbound

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

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models $\pi_{0.5}$: a Vision-Language-Action Model with Open-World Generalization

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.475421Z

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Observation 70f45c2d-7d60-4706-93b6-f443ff7cef90 · outbound

This paper cites Qwen-RobotManip Technical Report: Alignment Unlocks Scale for Robotic Manipulation Foundation Models.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models Qwen-RobotManip Technical Report: Alignment Unlocks Scale for Robotic Manipulation Foundation Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.480220Z

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Observation cc00cbe3-e0d0-45ba-b9f1-25cf18ce645f · outbound

This paper cites MemoryVLA: Perceptual-Cognitive Memory in Vision-Language-Action Models for Robotic Manipulation.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models MemoryVLA: Perceptual-Cognitive Memory in Vision-Language-Action Models for Robotic Manipulation

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.485551Z

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Observation a0b64ab9-d276-4788-96aa-e8b824aea016 · outbound

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

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models SmolVLA: A Vision-Language-Action Model for Affordable and Efficient Robotics

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.491234Z

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Observation 7b68db90-0d21-4b5d-8502-9ea65dd1f2be · outbound

This paper cites RICL: Adding In-Context Adaptability to Pre-Trained Vision-Language-Action Models.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models RICL: Adding In-Context Adaptability to Pre-Trained Vision-Language-Action Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.496275Z

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Observation f1865d81-e0a2-4a80-8d75-fcf68bc8ea9b · outbound

This paper cites StarVLA: A Lego-like Codebase for Vision-Language-Action Model Developing.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models StarVLA: A Lego-like Codebase for Vision-Language-Action Model Developing

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.501945Z

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Observation 19f7e96f-fdaa-4a2a-988f-5868b448f60d · outbound

This paper cites Test-Time Training with Self-Supervision for Generalization under Distribution Shifts.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models Test-Time Training with Self-Supervision for Generalization under Distribution Shifts

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.508228Z

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Observation 41f76f0c-886c-4559-8c30-c280a22a1732 · outbound

This paper cites X-OP: Cross-Morphology Whole-Body Teleoperation via MPC Retargeting.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models X-OP: Cross-Morphology Whole-Body Teleoperation via MPC Retargeting

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-08-16T00:39:41.067131Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 479b66dc-ecf4-4bec-b458-164d4580e070 · outbound

This paper cites From Foundation to Application: Improving VLA Models in Practice.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models From Foundation to Application: Improving VLA Models in Practice

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.520150Z

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Observation 70ca2af7-44b9-4716-b5d6-e4d845a1c7b2 · outbound

This paper cites A V A-VLA: Improving Vision-Language-Action Models with Active Visual Attention.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models A V A-VLA: Improving Vision-Language-Action Models with Active Visual Attention

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:39:41.964349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation afe0bddc-4a58-4ea8-9541-71736e7cf7f9 · outbound

This paper cites Towards efficient embodied reasoning: Mixture-of-depth compute allocation for vision- 17 language-action model.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models Towards efficient embodied reasoning: Mixture-of-depth compute allocation for vision- 17 language-action model

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:39:41.947017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 878b0789-b711-4571-8299-f330b4f86d39 · outbound

This paper cites Vla-cache: Efficient vision- language-action manipulation via adaptive token caching.Advances in Neural Information Processing Systems, 38:164448–164473, 2026.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models Vla-cache: Efficient vision- language-action manipulation via adaptive token caching.Advances in Neural Information Processing Systems, 38:164448–164473, 2026

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.535540Z

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Observation 45094728-647b-4228-89c2-1813c683421f · outbound

This paper cites Affordance field intervention: Enabling vlas to escape memory traps in robotic manipulation.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models Affordance field intervention: Enabling vlas to escape memory traps in robotic manipulation

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:39:41.918310Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ce9f1612-a1dc-4988-9b10-dde7eb44ebcf · outbound

This paper cites Latent Action Pretraining from Videos.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models Latent Action Pretraining from Videos

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.545967Z

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Observation 60d41e58-ce4f-472d-984a-7d2b30795eae · outbound

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

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models Robotic Control via Embodied Chain-of-Thought Reasoning

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.551955Z

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Observation bc9939bf-886c-425e-a7e4-3c06e6301528 · outbound

This paper cites Hancock, Mingtong Zhang, Tenny Yin, Yixuan Huang, Dhruv Shah, Allen Z.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models Hancock, Mingtong Zhang, Tenny Yin, Yixuan Huang, Dhruv Shah, Allen Z

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.557935Z

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Observation 4b74d118-0022-4d72-b5a7-8e64f05164a0 · outbound

This paper cites VLA-Arena: An Open-Source Framework for Benchmarking Vision-Language-Action Models.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models VLA-Arena: An Open-Source Framework for Benchmarking Vision-Language-Action Models

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.562799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17528a3f-09df-4915-b63c-4472aee2cf7d · outbound

This paper cites Revisiting Parameter Redundancy in Vision-Language-Action Models: Insights from VLM-to-VLA Adaptation.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models Revisiting Parameter Redundancy in Vision-Language-Action Models: Insights from VLM-to-VLA Adaptation

Reference 54

Resolution: verified exact; local_arxiv, observed 2026-08-16T00:39:40.751326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c9c63866-d224-4bf7-840f-dddfeabfb829 · outbound

This paper cites TTT-VLA: Test-Time Latent Prompt Optimization for Vision-Language-Action Models.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models TTT-VLA: Test-Time Latent Prompt Optimization for Vision-Language-Action Models

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.574154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 106b0c91-6b38-467a-8957-6146547487af · outbound

This paper cites DreamVLA: A Vision-Language-Action Model Dreamed with Comprehensive World Knowledge.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models DreamVLA: A Vision-Language-Action Model Dreamed with Comprehensive World Knowledge

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.579241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d009941a-08dc-4f66-b5a6-f5cbe72df6a1 · outbound

This paper cites Retrieval-VLA: Training-Free In-Context Adaptation for Vision-Language-Action Models.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models Retrieval-VLA: Training-Free In-Context Adaptation for Vision-Language-Action Models

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:39:41.901566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation af0c0057-cb24-4949-a60b-f467895629d2 · outbound

This paper cites Retrieval-vla: Training-free in-context adaptation for vision-language-action models.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models Retrieval-vla: Training-free in-context adaptation for vision-language-action models

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:39:41.882434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0f32b0c2-d391-4553-90e7-afdd546692c2 · outbound

This paper cites CoT-VLA: Visual Chain-of-Thought Reasoning for Vision-Language-Action Models.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models CoT-VLA: Visual Chain-of-Thought Reasoning for Vision-Language-Action Models

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.595363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1be27be-a1ef-4583-917c-99e785ed12d8 · outbound

This paper cites ACoT-VLA: Action Chain-of-Thought for Vision-Language-Action Models.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models ACoT-VLA: Action Chain-of-Thought for Vision-Language-Action Models

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:39:41.864856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0f1c1164-5e90-4490-af96-a4da7be0e23c · outbound

This paper cites LIBERO-PRO: Towards Robust and Fair Evaluation of Vision-Language-Action Models Beyond Memorization.

StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models LIBERO-PRO: Towards Robust and Fair Evaluation of Vision-Language-Action Models Beyond Memorization

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-16T00:39:40.605712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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