Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 46 inbound Pith citation observations for arXiv:2508.20072.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T00:40:57.295726Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-04T10:59:46.979599Z
0 of 0 outbound references displayed
External citation measurements
No source-named external measurement is stored.
No outbound reference observations are available for this paper version.
Observation 6e0c8d87-bb01-4e80-bf68-19b7a6e696be · inbound
LLaDA-VLA: Vision Language Diffusion Action Models Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 990a1926-b791-4b74-9c4c-06eba12504a9 · inbound
AsyncVLA: Asynchronous Flow Matching for Vision-Language-Action Models Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 42
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 0c418813-5f69-4a9d-91eb-3ebcbc5f69ab · inbound
Unified Embodied VLM Reasoning with Robotic Action via Autoregressive Discretized Pre-training Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f3c8176-75ba-486d-87c3-7842a682ba6e · inbound
Causal World Modeling for Robot Control Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 44
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 81987015-53bd-429f-b8c0-e636966b6203 · inbound
ABot-M0: VLA Foundation Model for Robotic Manipulation with Action Manifold Learning Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 28
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 0bf042ec-7f67-47d9-b2e0-694c881d8329 · inbound
Learning Native Continuation for Action Chunking Flow Policies Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 21
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 d38994ca-88c6-473d-8cc8-d55ae1141448 · inbound
PoseVLA: Universal Pose Pretraining for Generalizable Vision-Language-Action Policies Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 21
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 ff1c7ab5-0453-4562-ab5d-224f51eef893 · inbound
PoseVLA: Universal Pose Pretraining for Generalizable Vision-Language-Action Policies Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3c9fbe9-4f41-448f-9aca-588c7b772959 · inbound
VPWEM: Non-Markovian Visuomotor Policy with Working and Episodic Memory Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0bdb9a1a-0e9f-40a0-8cc3-6a935ba60db6 · inbound
World-Value-Action Model: Implicit Planning for Vision-Language-Action Systems Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 19
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 c12da3f3-3f07-4d5a-9f22-585b703f5710 · inbound
Temporal Difference Calibration in Sequential Tasks: Application to Vision-Language-Action Models Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 42
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 469d268e-5ef4-4359-94bb-6f075d028742 · inbound
dWorldEval: Scalable Robotic Policy Evaluation via Discrete Diffusion World Model Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 22
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 7b75fe9c-ea7b-4b75-8e30-b81d4b825ac6 · inbound
DiscreteRTC: Discrete Diffusion Policies are Natural Asynchronous Executors Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 26
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 41046c62-a3f3-4b98-8318-d6244e331308 · inbound
DiscreteRTC: Discrete Diffusion Policies are Natural Asynchronous Executors Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 28
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 796bad1b-c56a-446e-b08a-921c48372e0c · inbound
Being-H0.7: A Latent World-Action Model from Egocentric Videos Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 39
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 ff76b89a-b6b3-4c48-a2e7-838c77968dda · inbound
Discrete Langevin-Inspired Posterior Sampling Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 20
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 fabc04d5-a00d-4a69-9e02-1ea7a07ddb79 · inbound
PriorVLA: Prior-Preserving Adaptation for Vision-Language-Action Models Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 44
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 94ea68e4-b8f8-433e-af0b-a91220a8f3ff · inbound
Overcoming Dynamics-Blindness: Training-Free Pace-and-Path Correction for VLA Models Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 50
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 a93d7a3c-a46a-4e3d-aec4-68dca469a277 · inbound
Overcoming Dynamics-Blindness: Training-Free Pace-and-Path Correction for VLA Models Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 50
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 51c0309e-8e16-4b81-be9f-6f25b96e42c1 · inbound
Learning Action Manifold with Multi-view Latent Priors for Robotic Manipulation Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 81
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 bfc615dd-f361-43f4-bc9f-a7fba6842ce4 · inbound
GuidedVLA: Specifying Task-Relevant Factors via Plug-and-Play Action Attention Specialization Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 55
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 ed43a84d-712b-4023-b276-d850142d72b1 · inbound
GuidedVLA: Specifying Task-Relevant Factors via Plug-and-Play Action Attention Specialization Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 55
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 210df7a4-a378-4058-82a9-add219ca30a0 · inbound
BlockVLA: Accelerating Autoregressive VLA via Block Diffusion Finetuning Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 12
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 3aa68753-ea48-42f0-bbd8-51b722a00694 · inbound
Rethinking Muon Beyond Pretraining: Spectral Failures and High-Pass Remedies for VLA and RLVR Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 21
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 5d08765c-8c5a-4cd5-baf5-8885fc9895c9 · inbound
QuoVLA: Quotient Space for Vision-Language-Action Models Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 15
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 49532d25-3f22-4a72-8dab-b506fbdd8490 · inbound
X-DiffVLA: X-Embodied Diffusion Action Heads for Vision-Language-Action Models Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 24
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 ce774114-fb29-4aa2-a04a-1215728dc4a6 · inbound
GEAR-VLA: Learning Geometry-Aware Action Representations for Generalizable Robotic Manipulation Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 4
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 8910a199-a8f9-453f-8974-688006cc6658 · inbound
EventVLA: Event-Driven Visual Evidence Memory for Long-Horizon Vision-Language-Action Policies Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 21
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 098f634c-10c0-4a8f-a070-24fb36e05aaa · inbound
EventVLA: Event-Driven Visual Evidence Memory for Long-Horizon Vision-Language-Action Policies Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 21
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 f503bf56-ad00-4a75-a410-c18b326edc5f · inbound
dVLA-RL: Reinforcement Learning over Denoising Trajectories for Discrete Diffusion Vision-Language-Action Models Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 7
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 4a96de8e-0885-4e10-8122-51956b5cc68a · inbound
ABot-M0.5: Unified Mobility-and-Manipulation World Action Model Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 35
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 93cd48ac-97ad-4825-8109-1861f98ba987 · inbound
ABot-M0.5: Unified Mobility-and-Manipulation World Action Model Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8cfcf2b-0807-45a1-8136-fcf40da549ab · inbound
Human-Centric Transferable Tactile Pre-Training for Dexterous Robotic Manipulation Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 38
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 fd9bbbbb-b19e-4ee3-b268-6e7b2e7e34e3 · inbound
VLAFlow: A Unified Training Framework for Vision-Language-Action Models via Co-training and Future Latent Alignment Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 27
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 063cba2c-47ac-43c2-8e88-d54c0a002beb · inbound
CAC-VLA: Context-Gated Action Conditioning for Vision-Language-Action Models Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bca56f83-ba4c-40d0-906d-4485b8fd6a26 · inbound
Learning 4D Geometric Priors for Inference-Efficient World Action Models Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b267005-5ab1-44ed-97b8-954325acfd22 · inbound
TS-Mask VLA: 2D Temporal-Spatial Masking for Vision-Language-Action Model with Effective Bridging Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f4e12658-d377-4652-acaf-556b08b76456 · inbound
Towards Human-like Physical Intelligence: Lifelong Vision-Language-Action Learning for Robotic Manipulation Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a50c1645-4c91-4930-964c-cb673e54e935 · inbound
Ordered Action Tokens for Visuomotor Policy Learning Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 3728
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93e44a9e-ac4f-4c53-8935-6c78c52ef55f · inbound
WorldDiT: A Unified Diffusion Architecture for World and Action Modeling Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6bb4fb0c-7272-49b4-b31f-7e5a816ff1d5 · inbound
WorldDiT: A Unified Diffusion Architecture for World and Action Modeling Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6bee72de-6074-4110-b49e-f341aa860f36 · inbound
LeapBot-WA: World-Anchor Action Models via Predictive Latent Alignments Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cc89b8a8-6d32-40fd-8e06-a956447cd050 · inbound
A Causality-aware Infer-diagnose-refine Framework for Test-time Modality Adaptation in VLA Models Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e6e1f3c-49bc-4e36-b99f-a9f09eaadb59 · inbound
Enfold: Folding World Model Imagination into Predictive Representations for Ultra-Efficient Embodied Control Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 822d4a33-ec8d-4d23-8bcd-4b999eaffa73 · inbound
Enfold: Folding World Model Imagination into Predictive Representations for Ultra-Efficient Embodied Control Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18f30567-3fe9-4511-9fb7-bd172dcd16aa · inbound
WAM-Diff2: Hierarchical AR-to-Diffusion Distillation for Highly Efficient Autonomous Driving VLA Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.