Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 51 inbound Pith citation observations for arXiv:2503.02881.
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 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T22:20:50.120037Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-10T19:47:32.633838Z
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 ef061e2c-5d80-4378-90d9-24645376a0bc · inbound
On the Importance of Tactile Sensing for Imitation Learning: A Case Study on Robotic Match Lighting Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c9d57489-e0e6-4431-a765-60ed40c03071 · inbound
GelFusion: Enhancing Robotic Manipulation under Visual Constraints via Visuotactile Fusion Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9b90469-f48b-4d53-8d70-98524957ba9b · inbound
VTLA: Vision-Tactile-Language-Action Model with Preference Learning for Insertion Manipulation Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f74d4caf-4951-4c25-9f00-9ff0efa95dc0 · inbound
LocoTouch: Learning Dynamic Quadrupedal Transport with Tactile Sensing Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 033c68a7-c5e1-4b3e-959b-bc4f06a41189 · inbound
TensorTouch: Calibration of Tactile Sensors for High Resolution Stress Tensor and Deformation for Dexterous Manipulation Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae2be3e5-38d4-493f-ba0d-367314f48b3d · inbound
Tactile Beyond Pixels: Multisensory Touch Representations for Robot Manipulation Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5143a481-d546-4c3b-a849-b7c443a5af87 · inbound
EmbodieDreamer: Advancing Real2Sim2Real Transfer for Policy Training via Embodied World Modeling Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ae7fccc-9265-44cd-adcf-74eb01d57aa0 · inbound
Tactile-VLA: Unlocking Vision-Language-Action Model's Physical Knowledge for Tactile Generalization Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 1999
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78a18756-ed80-431e-b8a4-3c9ebfe536d9 · inbound
VLA-Touch: Enhancing Vision-Language-Action Models with Dual-Level Tactile Feedback Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b73bc04f-0b3d-47b0-8555-2b9c4f7f61bc · inbound
TA-VLA: Elucidating the Design Space of Torque-aware Vision-Language-Action Models Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d05fef71-0d80-4341-907a-eb29e2c117b7 · inbound
Flow with the Force Field: Learning 3D Compliant Flow Matching Policies from Force and Demonstration-Guided Simulation Data Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation cc324417-ed47-408d-aa92-535bd6788006 · inbound
Multimodal Diffusion Forcing for Forceful Manipulation Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 78178b0c-96e3-4ddf-b868-5b976f84121a · inbound
SPAGS: Sparse-View Articulated Object Reconstruction from Single State via Planar Gaussian Splatting Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 291fd857-5268-4ca9-b0ae-551e2939c397 · inbound
ImplicitRDP: An End-to-End Visual-Force Diffusion Policy with Structural Slow-Fast Learning Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58661395-df23-4a21-b6b7-dda00e505a93 · inbound
Learning to Feel the Future: DreamTacVLA for Contact-Rich Manipulation Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c982b93f-4664-4356-a518-819d4213bec4 · inbound
Learning to Feel the Future: DreamTacVLA for Contact-Rich Manipulation Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 379833d8-8eec-4b0b-a4e8-34048f00f8c0 · inbound
TouchGuide: Inference-Time Steering of Visuomotor Policies via Touch Guidance Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8b0a87f0-0f11-4f34-b5d2-ba81069b835d · inbound
SeedPolicy: Horizon Scaling via Self-Evolving Diffusion Policy for Robot Manipulation Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4d529f51-d095-428c-bfd3-2c2d2ad78a8a · inbound
SeedPolicy: Horizon Scaling via Self-Evolving Diffusion Policy for Robot Manipulation Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 2025
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 624afff6-9eae-4520-8619-bab21eaddaab · inbound
TAMEn: Tactile-Aware Manipulation Engine for Closed-Loop Data Collection in Contact-Rich Tasks Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9a4bf802-1b80-4158-8fd7-e56b61620efe · inbound
FingerViP: Learning Real-World Dexterous Manipulation with Fingertip Visual Perception Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d3d01e06-73c4-4c36-b63c-b8cd0e9f9fcd · inbound
CoRAL: Contact-Rich Adaptive LLM-based Control for Robotic Manipulation Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2e582819-d4fc-45dc-8b92-d1700d559679 · inbound
CoRAL: Contact-Rich Adaptive LLM-based Control for Robotic Manipulation Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 724046d2-69a9-4cb7-91b8-18cdae9ae898 · inbound
AT-VLA: Adaptive Tactile Injection for Enhanced Feedback Reaction in Vision-Language-Action Models Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 04c0d614-a489-4c04-8582-57fb30c47fc9 · inbound
AT-VLA: Adaptive Tactile Injection for Enhanced Feedback Reaction in Vision-Language-Action Models Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 18fc2775-b781-4eaa-8d22-8247a160895d · inbound
InvariantCloud: A Globally Invariant, Uniquely Indexed Point Cloud Framework for Robust 6-DoF Tactile Pose Tracking Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 494f1330-e667-40d6-832a-ab00e3a27959 · inbound
Multi-Resolution Tactile Imitation Learning for Contact-Rich Robotic Manipulation Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 269e7299-fa9d-47fc-bf51-e1d23a91ac32 · inbound
Dream-Tac: A Unified Tactile World Action Model for Contact-Rich Robot Manipulation Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 450c879f-9178-4ca2-a6f7-bfca1b004982 · inbound
IMPACT: Learning Internal-Model Predictive Control for Forceful Robotic Manipulation Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6184abe2-c6ee-41f0-b7c0-48ef487da65f · inbound
LIBERO-Occ: Evaluating and Improving Vision-Language-Action Models under Scene-Induced Occlusion via Viewpoint Imagination Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 87613091-d04d-407b-8d58-a6910410df53 · inbound
TacForeSight: Force-Guided Tactile World Model for Contact-Rich Manipulation Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 633a15f5-ec8e-495e-8a71-9b22e1ff2f2c · inbound
Tac-DINO: Learning Vision-Tactile Features with Patch Alignment Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 178
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 06420ea7-7d04-49de-a6cc-2f75c418c74a · inbound
FTP-1: A Generalist Foundation Tactile Policy Across Tactile Sensors for Contact-Rich Manipulation Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b8cac180-5645-4f7e-b437-5feb7bee4d2d · inbound
Tactile-WAM: Touch-Aware World Action Model with Tactile Asymmetric Attention Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 58e366df-7125-44ab-9a53-58be4b8cf261 · inbound
Seeing Touch from Motion: A Unified Modality-Aware Visuo-Tactile Policy with Tactile Motion Correlation Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5f2339e1-5628-4677-a777-0329d639415f · inbound
UniTacVLA: Unified Tactile Understanding and Prediction in Vision Language Action Models Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 999a6ec9-efa8-4594-a354-407af1e154fb · inbound
Imagining the Sense of Touch: Touch-Informed Manipulation via Imagined Tactile Representations Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 03a021a8-6f7b-46b3-bf80-a6567ea9c16c · inbound
TACO: TActile World Model as a Self-COrrector forScalable VLA Post-Training Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8743e8a4-6675-4c26-a946-eeb763ef1b7c · inbound
Current as Touch: Proprioceptive Contact Feedback for Compliant Dexterous Manipulation Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eab5d4ba-6ee9-40b2-84b3-4737f0c526bf · inbound
OmniTacTune: Policy-Agnostic Real-World RL for Tactile Residual Adaptation of Visual Policies Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec86158b-324a-49b3-80ff-a7ceb48934bf · inbound
Optimal Transport Q-Learning for Flow Policy Steering and Acceleration Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d03b42c9-f670-452f-b2da-4270a7f037cd · inbound
TouchWorld: A Predictive and Reactive Tactile Foundation Model for Dexterous Manipulation Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 64b066c8-2bbf-4ace-8bf4-0d5d71ec996d · inbound
TouchWorld: A Predictive and Reactive Tactile Foundation Model for Dexterous Manipulation Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 05b47d6b-fd6c-42e2-ad4b-70c559c2351f · inbound
Never Too Late for Force: Accelerating VLA Post-Training with Reactive Force Injection Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32237d5f-e7e5-4614-a96e-87a2d0b7887c · inbound
Static In, Dynamic Out: Counterfactual Action Augmentation for Moving Object Manipulation Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation baa71c2d-72f4-4a2d-9d1d-7b67eb9149e4 · inbound
TacWAM: Anchor-Guided World Action Model with Mechanics-Aware Tactile Prediction Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad67d197-5ed1-455d-80f5-1e82c1d39715 · inbound
FA-RDP: A Frequency-Adaptive Reactive Diffusion Policy for Contact-Rich Manipulation Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b07caafb-75cf-4798-9ada-348821a71943 · inbound
CAAT: Contact-Aware Attention Scaling and Tactile Masking for Data-Efficient Contact-Rich Manipulation Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05f37139-169a-40b5-8b0e-a8b5e17c24cf · inbound
ReTouch: Empowering Contact-Rich Dexterous Manipulation with Online-Refined Tactile Prediction Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 2025
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0621186b-ec42-4f02-9d05-b704e311022d · inbound
AdaDexGrasp: Adaptive Dexterous Grasping via 3D Visuo-Tactile Representation Fusion Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d91dfee-f753-48d4-af1c-80d7f1f1a611 · inbound
Predictive Relative-Velocity Steering for Safe Robotic Manipulator Teleoperation in Dynamic Environments Reactive Diffusion Policy: Slow-Fast Visual-Tactile Policy Learning for Contact-Rich Manipulation
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.