Paper Citation Record · LEDGER

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation

As of 8 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:2506.02472.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.02472 v2

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:26:27.592312Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:26:24.841263Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-07T11:26:28.013478Z

Reference resolution

32 of 32 outbound references displayed

verified exact2
verified fuzzy24
unresolved5
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e033b464-e80e-4c58-a153-62012277ad61 · outbound

This paper cites HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation.

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:26:28.080127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5377aae9-1596-4319-92ee-8c8248fd7d5b · outbound

This paper cites an unresolved cited work.

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:26:32.157167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 55271512-d043-47e8-b6a3-38235d06faf6 · outbound

This paper cites an unresolved cited work.

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:26:32.016376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ff8ec9fc-a565-4feb-ad9a-bc081b5e30a2 · outbound

This paper cites an unresolved cited work.

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:26:31.863356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 00d77239-343b-4e5a-986b-0eec383edf4c · outbound

This paper cites StrokeRehab The StrokeRehab dataset, developed by Kaku et al.

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation StrokeRehab The StrokeRehab dataset, developed by Kaku et al

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:31.750574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4ed5aa7a-247d-46ec-818d-704a205e358c · outbound

This paper cites , xT }, whereTdenotes the total number of discrete time steps, the goal of action segmentation is to generate the corresponding sequence of action labels,Y={y 1, y2, ..., yT }.

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation , xT }, whereTdenotes the total number of discrete time steps, the goal of action segmentation is to generate the corresponding sequence of action labels,Y={y 1, y2, ..., yT }

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:31.605373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a594bcb3-d52b-41a5-aad8-aba35ce7e879 · outbound

This paper cites an unresolved cited work.

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation Unresolved cited work

Reference 7

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T11:26:31.499115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0a904886-5599-482d-95f5-6ca1bb6ab60a · outbound

This paper cites The study evaluated various win- dow sizew, ranging from 100 to 1500, with stridesselected based on the best-performing ranges observed during prelim- inary experiments.

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation The study evaluated various win- dow sizew, ranging from 100 to 1500, with stridesselected based on the best-performing ranges observed during prelim- inary experiments

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:31.407362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cf9379e9-e1c9-4391-a07b-1a02e6ef6053 · outbound

This paper cites Evaluated on the StrokeRehab and 50Salads datasets, HRTR achieved superior performance.

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation Evaluated on the StrokeRehab and 50Salads datasets, HRTR achieved superior performance

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:31.298281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 997a96f9-642c-4c69-ae5d-336172c4cf8b · outbound

This paper cites Heart disease and stroke statis- tics—2023 update: a report from the american heart associ- ation,.

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation Heart disease and stroke statis- tics—2023 update: a report from the american heart associ- ation,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:31.204368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ce3f2712-f687-4058-8647-8d98fcae2771 · outbound

This paper cites Estimates of the prevalence of acute stroke impair- ments and disability in a multiethnic population,.

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation Estimates of the prevalence of acute stroke impair- ments and disability in a multiethnic population,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:31.060663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d657cf12-f1ad-4f94-bec2-9c570a62242e · outbound

This paper cites World report on disability,.

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation World report on disability,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:30.885132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1488b0f5-a2c3-40f7-a7c8-a8493bf01d74 · outbound

This paper cites Kinematic variables quantifying upper-extremity perfor- mance after stroke during reaching and drinking from a glass,.

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation Kinematic variables quantifying upper-extremity perfor- mance after stroke during reaching and drinking from a glass,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:30.726676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a24c2e9e-ad3a-458f-b336-03fdfc836011 · outbound

This paper cites Does task-specific train- ing improve upper limb performance in daily life poststroke?,.

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation Does task-specific train- ing improve upper limb performance in daily life poststroke?,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:30.578397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation eced46a2-0e5e-4f97-a0eb-d809afbee661 · outbound

This paper cites A novel combination of accelerometry and ecolog- ical momentary assessment for post-stroke paretic arm/hand use: feasibility and validity,.

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation A novel combination of accelerometry and ecolog- ical momentary assessment for post-stroke paretic arm/hand use: feasibility and validity,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:30.393243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 97e3c97f-e1a8-4b11-85fe-e5d687fc2ce4 · outbound

This paper cites Strokerehab: A benchmark dataset for sub-second action identification,.

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation Strokerehab: A benchmark dataset for sub-second action identification,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:30.254124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ce33ed7d-2823-4cec-acc8-3e3ab077b13b · outbound

This paper cites Lattice long short-term memory for hu- man action recognition,.

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation Lattice long short-term memory for hu- man action recognition,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:30.097777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 691c0bc6-d971-4b36-826e-8f34ef41bf03 · outbound

This paper cites Ms-tcn: Multi-stage tem- poral convolutional network for action segmentation,.

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation Ms-tcn: Multi-stage tem- poral convolutional network for action segmentation,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:29.923304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation dae3d138-1328-4be3-af9b-e07ba0da5d24 · outbound

This paper cites Asformer: Transformer for action segmentation,.

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation Asformer: Transformer for action segmentation,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:29.719113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d12d3327-6a64-4f18-982d-23834e6f91a0 · outbound

This paper cites Efficient Temporal Action Segmentation via Boundary-aware Query Voting.

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation Efficient Temporal Action Segmentation via Boundary-aware Query Voting

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:26:27.899484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9159eb88-bef8-4dd5-a6ef-8fe220bed9f2 · outbound

This paper cites Diffusion action segmenta- tion,.

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation Diffusion action segmenta- tion,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:29.572795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6f17dcdb-7b3b-4d11-9e3e-f70809aed73d · outbound

This paper cites Aspnet: Action seg- mentation with shared-private representation of multiple data sources,.

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation Aspnet: Action seg- mentation with shared-private representation of multiple data sources,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:29.393349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation df07491d-f307-44b7-9a47-e8482722319d · outbound

This paper cites Attention is all you need,.

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation Attention is all you need,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:26.547800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90924bd4-68b9-4193-9067-e138007b6108 · outbound

This paper cites Alleviating over-segmentation errors by detecting action boundaries,.

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation Alleviating over-segmentation errors by detecting action boundaries,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:29.237824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8e152370-c912-4a4d-974a-95fef908906b · outbound

This paper cites Localizing moments of actions in untrimmed videos of infants with autism spectrum disor- der,.

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation Localizing moments of actions in untrimmed videos of infants with autism spectrum disor- der,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:29.071460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 38762932-f418-4c1d-b458-61553ba8bffa · outbound

This paper cites Rele- vance detection in cataract surgery videos by spatio-temporal action localization,.

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation Rele- vance detection in cataract surgery videos by spatio-temporal action localization,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:28.905146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9835b371-a1a5-4746-8ac0-70f48dba6f9d · outbound

This paper cites Uncertainty-aware representation learning for action segmen- tation.,.

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation Uncertainty-aware representation learning for action segmen- tation.,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:28.687308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 093791b9-4045-49cf-91e2-41e603a38e56 · outbound

This paper cites Combining embed- ded accelerometers with computer vision for recognizing food preparation activities,.

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation Combining embed- ded accelerometers with computer vision for recognizing food preparation activities,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:28.481064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 66d304c5-b538-4a52-b05f-78f5cc31c7e5 · outbound

This paper cites X3d: Expanding architectures for efficient video recognition,.

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation X3d: Expanding architectures for efficient video recognition,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:28.401508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 75b4c94d-a4de-4ddc-8ada-d64eb2eba005 · outbound

This paper cites The Kinetics Human Action Video Dataset.

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation The Kinetics Human Action Video Dataset

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:27.320462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9615e179-9a88-4de5-bfb7-d9edd89b05c0 · outbound

This paper cites Quo vadis, action recognition? a new model and the kinetics dataset,.

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation Quo vadis, action recognition? a new model and the kinetics dataset,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:28.305727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ead2fb8b-dcdf-40a9-9066-6404dfb93915 · outbound

This paper cites Fully convolutional one-stage 3d object de- tection on lidar range images,.

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation Fully convolutional one-stage 3d object de- tection on lidar range images,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:28.166406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation e033b464-e80e-4c58-a153-62012277ad61 · inbound