Pith. sign in

Paper Citation Record · LEDGER

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training

As of 8 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2506.06480.

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

pith.paper-citation-record.v1
2506.06480 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T06:00:00.078797Z

measured 56 of 56 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

56 of 56 outbound references displayed

  • verified exact1
  • verified fuzzy54
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1e9151f2-cfd5-4a72-b317-80cc9513adab · outbound

This paper cites US health care spending by payer and health condition, 1996-2016,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training US health care spending by payer and health condition, 1996-2016,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.564102Z

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.

source=pdf_text observed=2026-08-07T05:59:59.906687Z digest=sha256:e38dc037f9072fb0b498894fc2fc1fb37928fc06b021988edcfa9d95bd1ed4f3

Observation 1297e945-219f-429a-a0fd-87a15499b8bc · outbound

This paper cites Overcoming overuse: Improving musculoskeletal health care,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Overcoming overuse: Improving musculoskeletal health care,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.555718Z

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.

source=pdf_text observed=2026-08-07T05:59:59.910705Z digest=sha256:bc37845d2a055c7dcced6c140557bddfb3f60a5425d39fa50602c50a837f33f7

Observation 4a1599fa-d73d-46cd-9e52-b9288dded82b · outbound

This paper cites Do physical therapists follow evidence-based guidelines when managing musculoskeletal conditions? systematic review,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Do physical therapists follow evidence-based guidelines when managing musculoskeletal conditions? systematic review,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.547522Z

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.

source=pdf_text observed=2026-08-07T05:59:59.913878Z digest=sha256:acb1af755c0dd020a8a2dc9d45e075463986feb389b0ffe0079b40e7c30f267b

Observation 63c5cacc-dcbc-455f-b7e0-fa7d51ca21ce · outbound

This paper cites Activation of au- tophagy in human skeletal muscle is dependent on exercise intensity and AMPK activation,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Activation of au- tophagy in human skeletal muscle is dependent on exercise intensity and AMPK activation,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.539156Z

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.

source=pdf_text observed=2026-08-07T05:59:59.917181Z digest=sha256:a8f98b84411b39f9dc4edbbe620a85d5342b58decab723ab51060e2caa4a064a

Observation f4068389-1087-4a52-8cf1-b6afc4726542 · outbound

This paper cites Physical activity in cancer prevention and survival: A systematic review,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Physical activity in cancer prevention and survival: A systematic review,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.530605Z

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.

source=pdf_text observed=2026-08-07T05:59:59.920724Z digest=sha256:04e5dc7aaf825a90497f3884f09b0c663e8e1f0171894ccb2267870b510218ab

Observation 4052fcbb-0fb4-49e6-9245-7e6713ceb8d1 · outbound

This paper cites Muscle mass, BMI, and mortality among adults in the united states: A population-based cohort study,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Muscle mass, BMI, and mortality among adults in the united states: A population-based cohort study,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.522614Z

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.

source=pdf_text observed=2026-08-07T05:59:59.924028Z digest=sha256:b551c92fb30217de501f9cf11796c86d54ebfde7de005ff87552abeb5f683b3f

Observation 390195e6-018b-42af-8258-d4ccadfa60cc · outbound

This paper cites An app with remote support achieves better adherence to home exercise pro- grams than paper handouts in people with musculoskeletal conditions: a randomised trial,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training An app with remote support achieves better adherence to home exercise pro- grams than paper handouts in people with musculoskeletal conditions: a randomised trial,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.514141Z

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.

source=pdf_text observed=2026-08-07T05:59:59.927055Z digest=sha256:3378a727a1fb16f0a149bcbbf8203159395d8f3bf7c95ef4de356146c557eefc

Observation 9379a8a5-d9ca-401c-8ec1-7262c7faa0b5 · outbound

This paper cites Quality of knee strengthening exercises performed at home deteriorates after one week,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Quality of knee strengthening exercises performed at home deteriorates after one week,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.506206Z

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.

source=pdf_text observed=2026-08-07T05:59:59.930285Z digest=sha256:202841d7aaa20117eeeeb29ae380d20127e49f273ac3fd01ad3b467a3c61e072

Observation 8d623d20-f488-49f2-bbfa-4a2e0b523b5a · outbound

This paper cites Outcome measures for adherence to home exer- cises among patients with chronic low back pain: a systematic review,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Outcome measures for adherence to home exer- cises among patients with chronic low back pain: a systematic review,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.497598Z

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.

source=pdf_text observed=2026-08-07T05:59:59.933586Z digest=sha256:9964cc8e9afdfc32dd2ba8fa629c0de6cca028e0701bedbe87c0aab4a196cc88

Observation 8f67d735-09e6-41fa-bdce-a6466230591d · outbound

This paper cites Mechanical diagnosis and therapy in back pain: Compliance and social cognitive theory,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Mechanical diagnosis and therapy in back pain: Compliance and social cognitive theory,

Reference 10

Resolution
verified exact
doi, observed 2026-08-07T06:00:00.105430Z

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.

source=pdf_text observed=2026-08-07T05:59:59.936230Z digest=sha256:d7e6f8b9481368f6c3f3289b8fbc272fa0d6402335cef300a26e71214cb3f4ae

Observation e6873be6-c2d9-4b5c-a0fb-e744b5031535 · outbound

This paper cites Combined exercise and motivation program: Effect on the compliance and level of disability of patients with chronic low back pain: A ran- domized controlled trial,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Combined exercise and motivation program: Effect on the compliance and level of disability of patients with chronic low back pain: A ran- domized controlled trial,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.488672Z

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.

source=pdf_text observed=2026-08-07T05:59:59.939119Z digest=sha256:579982bba91d6694cf90acbb47406e3899197b72b835a58f4bce65d8413037e8

Observation d5288eb2-85d7-48fe-87e3-f1c8bafaf9b0 · outbound

This paper cites LiftRight: Quantifying strength training per- formance using a wearable sensor,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training LiftRight: Quantifying strength training per- formance using a wearable sensor,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.478890Z

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.

source=pdf_text observed=2026-08-07T05:59:59.941879Z digest=sha256:1bcf3bc86fda1c0a332ebd9095e3ba51ac956407c799ae1d3b775adc489002e5

Observation 4f5eaa3e-28c4-48e6-b68d-ea67e3d9e68b · outbound

This paper cites A deep learning framework for assessing physical rehabilitation exercises,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training A deep learning framework for assessing physical rehabilitation exercises,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.471213Z

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.

source=pdf_text observed=2026-08-07T05:59:59.945441Z digest=sha256:05e6bc270fd64a96b6270faf1ae1b26c131ad4bf4cbaf268728b796c2ca58457

Observation 5a0b393e-da84-4fc2-b651-83b7c4b48048 · outbound

This paper cites Skeleton- based human action evaluation using graph convolutional network for monitoring alzheimer’s progression,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Skeleton- based human action evaluation using graph convolutional network for monitoring alzheimer’s progression,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.462699Z

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.

source=pdf_text observed=2026-08-07T05:59:59.948706Z digest=sha256:a3ed29e038812ef2a3e0311ebeb20ca484c4e9fbc4906ef45f3b14f57a785e58

Observation 4c2e382d-5231-4c9f-86e6-ec75bd7a4ae1 · outbound

This paper cites Ef- ficient and robust skeleton-based quality assessment and abnormality detection in human action performance,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Ef- ficient and robust skeleton-based quality assessment and abnormality detection in human action performance,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.453952Z

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.

source=pdf_text observed=2026-08-07T05:59:59.952148Z digest=sha256:dc93cb035e8750fea9ee458672ce4a5c05b4c210ff0b8339570ce5beab07f2ac

Observation 2da6099f-a79c-429f-9089-8c88b6ac9e1c · outbound

This paper cites LLMs are good action recognizers,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training LLMs are good action recognizers,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.446243Z

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.

source=pdf_text observed=2026-08-07T05:59:59.955490Z digest=sha256:f65b604d6f3a9515cb256890bea6b3483603f6137282fb84e8b67e1046ea36f8

Observation 34e32782-c005-4ae5-bfd9-5fe659d54361 · outbound

This paper cites Live repetition counting,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Live repetition counting,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.437641Z

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.

source=pdf_text observed=2026-08-07T05:59:59.958799Z digest=sha256:b07fba1a57a609cd471868b78f7de2ac4fec2bda450acf66906a365a0ff5a8f6

Observation d7270501-9961-4442-9d55-c35e86a212b8 · outbound

This paper cites Long action repetition counting with staged layer distillation,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Long action repetition counting with staged layer distillation,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.429118Z

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.

source=pdf_text observed=2026-08-07T05:59:59.962346Z digest=sha256:fd8ee633c93b4b11704523bc59dd9de205f969024c3d24acfa4c68ebc6077fac

Observation 16871f17-b0d2-4ded-8ecf-73d7b96414f3 · outbound

This paper cites Repetitive activity counting by sight and sound.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Repetitive activity counting by sight and sound

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.421158Z

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.

source=pdf_text observed=2026-08-07T05:59:59.965276Z digest=sha256:6b498165411448b44b7351ffeb735c099785671ebd58886b89eca6be8e8a9c55

Observation 37ed5a66-876e-46cd-be5b-4e2237622340 · outbound

This paper cites Context-aware and scale- insensitive temporal repetition counting,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Context-aware and scale- insensitive temporal repetition counting,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.412856Z

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.

source=pdf_text observed=2026-08-07T05:59:59.968664Z digest=sha256:a8e68a31ff25bf97d4da34096a50a6844bc31642a52c37d56ee8545e07b26a6e

Observation cd95b6e2-e123-4ffa-b2ff-8d032be8b04b · outbound

This paper cites Mul- tiCounter: Multiple action agnostic repetition counting in untrimmed videos.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Mul- tiCounter: Multiple action agnostic repetition counting in untrimmed videos

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.405197Z

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.

source=pdf_text observed=2026-08-07T05:59:59.971804Z digest=sha256:2298314c071bca655a61387c7c78bb8351905f657a863c15b786c5c9d34347bf

Observation a791a70c-f7c0-47fa-92bb-94f02117175b · outbound

This paper cites TransRAC: En- coding multi-scale temporal correlation with transformers for repetitive action counting,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training TransRAC: En- coding multi-scale temporal correlation with transformers for repetitive action counting,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.397778Z

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.

source=pdf_text observed=2026-08-07T05:59:59.975071Z digest=sha256:dffa885869cc243ee4919d8de6f389d28cd027aef4363102d059ce00a3162a69

Observation d9f046c6-5aa6-4f5f-b61d-fb0c6aa2e81b · outbound

This paper cites BlazePose: On-device real-time body pose tracking.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training BlazePose: On-device real-time body pose tracking

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.389921Z

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.

source=pdf_text observed=2026-08-07T05:59:59.977906Z digest=sha256:ba298d27777e1102bc9bb8a05fb9d608d7673c5f486a1cb015fa879aecd4b2e1

Observation db924126-3773-4ac5-ba71-7f3e67241a48 · outbound

This paper cites MotionBERT: A unified perspective on learning human motion representations.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training MotionBERT: A unified perspective on learning human motion representations

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.381147Z

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.

source=pdf_text observed=2026-08-07T05:59:59.981281Z digest=sha256:fa017495638958114c5d5f32baa01c7881cf339b6b2a6b6314b2ecb96b7e1988

Observation 4d8cfd6b-2dd6-4956-b6f7-845edebb8208 · outbound

This paper cites A database of physical therapy exercises with variability of execution collected by wearable sensors,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training A database of physical therapy exercises with variability of execution collected by wearable sensors,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.372785Z

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.

source=pdf_text observed=2026-08-07T05:59:59.984465Z digest=sha256:3a203c2edac25109d03c92b560632ea9e3737a9b5fa987a475bb123c72619840

Observation 15377bfc-1fe3-4cf2-a961-12dbbd093997 · outbound

This paper cites Pe- riodic physical activity information segmentation, counting and recog- nition from video,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Pe- riodic physical activity information segmentation, counting and recog- nition from video,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.363469Z

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.

source=pdf_text observed=2026-08-07T05:59:59.987601Z digest=sha256:79ad8e040295283ddc4f13faa9ae47d48436ca24860920466d7849e1294f6a45

Observation 3657c5cd-9be9-417a-89d6-f586c83a0198 · outbound

This paper cites The KIMORE dataset: KInematic assess- ment of MOvement and clinical scores for remote monitoring of physical REhabilitation,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training The KIMORE dataset: KInematic assess- ment of MOvement and clinical scores for remote monitoring of physical REhabilitation,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.355601Z

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.

source=pdf_text observed=2026-08-07T05:59:59.991166Z digest=sha256:e6b0191a2855a5cd95ab6914a37a9b32afdaf1eeaeb330b9b491a835b15ba3c9

Observation 52e6f80d-128d-4072-be12-2bdfe4012f8c · outbound

This paper cites A data set of human body movements for physical rehabilitation exercises,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training A data set of human body movements for physical rehabilitation exercises,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.347670Z

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.

source=pdf_text observed=2026-08-07T05:59:59.994425Z digest=sha256:621789bb5ef97d8582b61ec366bc91db94b6ff19cfe45752cb49b050adc9ded9

Observation e2ccb42e-c3b7-4c0f-8fdd-bbd83de14ef7 · outbound

This paper cites AIFit: Automatic 3d human-interpretable feedback models for fitness training,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training AIFit: Automatic 3d human-interpretable feedback models for fitness training,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.340256Z

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.

source=pdf_text observed=2026-08-07T05:59:59.997900Z digest=sha256:508395710b6fba2e82f7fedd3cacda13fa840747674ea391ce55aaafa9236d64

Observation f543f7a9-12f4-4d75-bd50-9ac5a3d60ec9 · outbound

This paper cites Unlabeled action quality assessment based on multi-dimensional adap- tive constrained dynamic time warping.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Unlabeled action quality assessment based on multi-dimensional adap- tive constrained dynamic time warping

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.332515Z

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.

source=pdf_text observed=2026-08-07T06:00:00.001334Z digest=sha256:4d4dec4e7f05d194f94284d0ba639e131f4fe799ff4fdedc4c6cfd14174d2002

Observation aafe91ed-5de3-4575-b86d-1128334cb309 · outbound

This paper cites AI human pose estimation: Yoga pose detection and correction,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training AI human pose estimation: Yoga pose detection and correction,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.324295Z

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.

source=pdf_text observed=2026-08-07T06:00:00.004544Z digest=sha256:e80c0ebedddd063abbf410874228c7fa053479378105b9caa47d3fc34763dae8

Observation 104f2b36-ee26-41b9-aeab-78f55e050236 · outbound

This paper cites Counting out time: Class agnostic video repetition counting in the wild.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Counting out time: Class agnostic video repetition counting in the wild

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.314989Z

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.

source=pdf_text observed=2026-08-07T06:00:00.007614Z digest=sha256:618257739119c40d24be0b2fc6342d5b1de8e7bb1f8740ee6f031db5beada446

Observation 6e1b4dc9-7ac7-4d64-9a6b-ae04cb3e2fd9 · outbound

This paper cites PersonalPT: One- shot approach for skeletal-based repetitive action counting for physical therapy,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training PersonalPT: One- shot approach for skeletal-based repetitive action counting for physical therapy,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.307513Z

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.

source=pdf_text observed=2026-08-07T06:00:00.010446Z digest=sha256:b5063711a291bc5495d8366a1d581fdd3137ec055304c181df90b49e4a3dbaee

Observation ca4b1068-e2e1-44b8-8e74-c85383272a19 · outbound

This paper cites Short: Deep learning approach to skeletal performance evaluation of physical therapy exer- cises,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Short: Deep learning approach to skeletal performance evaluation of physical therapy exer- cises,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.298229Z

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.

source=pdf_text observed=2026-08-07T06:00:00.013433Z digest=sha256:d60be79a9fc531c56420a58b52475eea0dc3cfcd18933ce3377a93467b1f233a

Observation d03e0876-1493-4291-bbe2-3e7f8dfe50ff · outbound

This paper cites Computer vision based on a mod- ular neural network for automatic assessment of physical therapy reha- bilitation activities,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Computer vision based on a mod- ular neural network for automatic assessment of physical therapy reha- bilitation activities,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.289609Z

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.

source=pdf_text observed=2026-08-07T06:00:00.016268Z digest=sha256:9126e82101af3de60356f979a2bee432ff50288b45e70cefb9cc0411effed592

Observation 2e8584ea-20aa-48d5-8044-e2ba2d0973b6 · outbound

This paper cites Using learnable physics for real-time exercise form recommendations,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Using learnable physics for real-time exercise form recommendations,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.280878Z

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.

source=pdf_text observed=2026-08-07T06:00:00.019735Z digest=sha256:6e27afe6342e18878611b6404f04d323ff7fa5a76fc70dce617f8e4cbbbfac46

Observation 43826a62-6ae4-4e96-85d0-29c7ac40a2f0 · outbound

This paper cites Online action representation using change detection and symbolic programming.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Online action representation using change detection and symbolic programming

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.273284Z

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.

source=pdf_text observed=2026-08-07T06:00:00.022634Z digest=sha256:7c4bbfc3a5ec5f06152edee4bf58baf07f64753e5ded97c14cd8c1ed811f4e95

Observation 9458d6e1-1987-482f-922f-970343421ec0 · outbound

This paper cites MotionGPT: Human motion as a foreign language.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training MotionGPT: Human motion as a foreign language

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.265626Z

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.

source=pdf_text observed=2026-08-07T06:00:00.025836Z digest=sha256:7dbd927fa67263fc6e31db261bef732fc8875fd3defb4c84cf64c6a0838e734d

Observation 827708d3-a41a-48f3-a58d-a1151ab5aff3 · outbound

This paper cites MotionLLM: Understanding human behaviors from human motions and videos.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training MotionLLM: Understanding human behaviors from human motions and videos

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.257348Z

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.

source=pdf_text observed=2026-08-07T06:00:00.028721Z digest=sha256:77d9b96e52bdf4b089c220dc56161e52d1c605b0e6057935251f9d7e17de1421

Observation 74032d85-c8cf-4df1-a8dc-2acfe966bf1c · outbound

This paper cites AvatarGPT: All-in-one framework for motion understanding planning generation and beyond,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training AvatarGPT: All-in-one framework for motion understanding planning generation and beyond,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.249392Z

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.

source=pdf_text observed=2026-08-07T06:00:00.031627Z digest=sha256:f5e0a60b5c4db16e3574914a52c8a9954d3290c2da6e2dc79c104a9f887d127e

Observation f3860487-f36c-4c08-985d-0b0f16f9a51b · outbound

This paper cites Exploring the limits of transfer learning with a unified text-to-text transformer.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Exploring the limits of transfer learning with a unified text-to-text transformer

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.240928Z

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.

source=pdf_text observed=2026-08-07T06:00:00.034324Z digest=sha256:124060aa6d16fc292de67c6b2b058a20c2aee520c25baa08c661f282a45e0e8c

Observation 9549733a-4adf-4685-bc69-a1231188a35f · outbound

This paper cites Vicuna: An open-source chatbot impressing GPT-4 with 90%* Chat- GPT quality|LMSYS org.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Vicuna: An open-source chatbot impressing GPT-4 with 90%* Chat- GPT quality|LMSYS org

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.232541Z

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.

source=pdf_text observed=2026-08-07T06:00:00.037116Z digest=sha256:1f87cf80fe10e02080c27eb8d2626a7f1a2cf7b671dbf3477a5e4015593200f7

Observation d27e3efa-1c97-440c-9b3c-865026fac30a · outbound

This paper cites LLaMA: Open and efficient foun- dation language models.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training LLaMA: Open and efficient foun- dation language models

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.224290Z

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.

source=pdf_text observed=2026-08-07T06:00:00.039959Z digest=sha256:3c9981f4b5a4cb60e4d2a2907bca0d73e6560334cf264e297ff24f82fa2215a9

Observation 63c036ae-427d-456b-965d-3e83ffb12ec3 · outbound

This paper cites Neural discrete repre- sentation learning.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Neural discrete repre- sentation learning

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.216563Z

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.

source=pdf_text observed=2026-08-07T06:00:00.042645Z digest=sha256:0f82997c2af13406caef44cf7179c299ce59418d43c0b435711369ef76e6f999

Observation dff32a03-0a92-4304-87c4-5fd3e0c72576 · outbound

This paper cites Efficient estimation of word representations in vector space.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Efficient estimation of word representations in vector space

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.208275Z

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.

source=pdf_text observed=2026-08-07T06:00:00.045380Z digest=sha256:7b63b70765486af0f5533a2059bac42fe9324dc824d4d33e4c2a366a180554c1

Observation 323fc629-725e-4b2f-997b-9c1de5f23ee7 · outbound

This paper cites Neural machine translation of rare words with subword units.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Neural machine translation of rare words with subword units

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.200516Z

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.

source=pdf_text observed=2026-08-07T06:00:00.048175Z digest=sha256:73019af795fddbf2a844cfc2b56d521ac0134ca76886711103c2aedbfc4899f1

Observation 9a4b0b81-ad55-4bf5-a82a-ccf9ec534d5c · outbound

This paper cites Fast Word- Piece tokenization.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Fast Word- Piece tokenization

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.191747Z

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.

source=pdf_text observed=2026-08-07T06:00:00.050897Z digest=sha256:2ad281d6ffe9fcfb54547d6c78b56265d56796f6370fbf2c58a7fd2e0a0ea315

Observation 8f7b3e5d-83bc-4e07-a69a-d7789df1f128 · outbound

This paper cites EricGuo5513/HumanML3d.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training EricGuo5513/HumanML3d

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.183619Z

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.

source=pdf_text observed=2026-08-07T06:00:00.053857Z digest=sha256:9cf1200d23c14cacfff826005288bf9ad2bb676abafb4816a84a12f16df638e4

Observation f0af5a6d-088c-4e60-9ecd-0017f9c6e4f2 · outbound

This paper cites Exploring vision transformers for 3d human motion-language models with motion patches,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Exploring vision transformers for 3d human motion-language models with motion patches,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.174915Z

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.

source=pdf_text observed=2026-08-07T06:00:00.058302Z digest=sha256:f20eaf4161451c07e0cff8978bdcc25e04867c32deeb9dfa19a3eda2f0ad4c12

Observation c120a047-184b-44ce-b087-ae62ec2eb15d · outbound

This paper cites Human3.6m: Large scale datasets and predictive methods for 3d human sensing in 25 natural environments,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Human3.6m: Large scale datasets and predictive methods for 3d human sensing in 25 natural environments,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.166424Z

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.

source=pdf_text observed=2026-08-07T06:00:00.062145Z digest=sha256:5978074a3d57b4d7353caade05325068a4d3ddc96f2a451235d4c5b7b5b9cdac

Observation ec02632d-963a-4107-bb90-97fd7cde32af · outbound

This paper cites ViLT: Vision-and-language transformer without convolution or region supervision.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training ViLT: Vision-and-language transformer without convolution or region supervision

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.158258Z

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.

source=pdf_text observed=2026-08-07T06:00:00.065077Z digest=sha256:57d2103e9097b9ef68fad8feb1ff20b740c40e96447cb8848b08ae80ea07e307

Observation 09f7c268-025a-4f5d-8e0a-f8e37830e535 · outbound

This paper cites Papers with code - InfiniteRep dataset.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Papers with code - InfiniteRep dataset

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.149269Z

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.

source=pdf_text observed=2026-08-07T06:00:00.067687Z digest=sha256:232b7e1888b1b5897c62181b53d4a51fa8898a99764c2b1b39acdbce7ef28e1e

Observation 42c6c877-7c89-45e4-9df9-24cb6dcea773 · outbound

This paper cites MM-fit - the dataset of full-body physical exercises captured by multi- ple time-synchronized wearable sensing devices.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training MM-fit - the dataset of full-body physical exercises captured by multi- ple time-synchronized wearable sensing devices

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.140358Z

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.

source=pdf_text observed=2026-08-07T06:00:00.070248Z digest=sha256:9e7e1e4daa878143497668a653c4ba8a4d261ddb0d205a3caf946f82fe9bc9ee

Observation 225e8806-5ed9-42b3-aec2-c684e57ca2e7 · outbound

This paper cites UCO physical reha- bilitation: New dataset and study of human pose estimation methods on physical rehabilitation exercises,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training UCO physical reha- bilitation: New dataset and study of human pose estimation methods on physical rehabilitation exercises,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.131964Z

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.

source=pdf_text observed=2026-08-07T06:00:00.073152Z digest=sha256:14d7c6fe586fd7cde0c21eb6d54018d3c0f33771f4ce880034add6b8a65c4ba4

Observation 3a5ec86c-c9a8-4a80-aaf6-2e204b2f5e58 · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation,.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Bleu: a method for automatic evaluation of machine translation,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:00.122717Z

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.

source=pdf_text observed=2026-08-07T06:00:00.075978Z digest=sha256:49842422e4d5439293c2c503bc5ff5304929d350c1ddad12842815f58673bbfc

Observation 0103d52c-db3c-460e-8b87-9b6058657d1a · outbound

This paper cites an unresolved cited work.

(LiFT) Lightweight Fitness Transformer: A language-vision model for Remote Monitoring of Physical Training Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:00:00.114338Z

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.

source=pdf_text observed=2026-08-07T06:00:00.078797Z digest=sha256:ec1b409c2d654190cc0cfc431d97b5f38e574d469f3641d21635a91f1355cea8

Pith citing papers

No inbound Pith citation observations are available.