Pith. sign in

Paper Citation Record · LEDGER

Training Strategies for Isolated Sign Language Recognition

As of 17 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2412.11553.

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

pith.paper-citation-record.v1
2412.11553 v2

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T14:53:19.028308Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

50 of 50 outbound references displayed

  • verified exact4
  • verified fuzzy39
  • unresolved7
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d115e48f-8048-4bc8-84f6-95e581bbc71f · outbound

This paper cites Slow- fast Network for Continuous Sign Language Recognition.

Training Strategies for Isolated Sign Language Recognition Slow- fast Network for Continuous Sign Language Recognition

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.787351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation e4405a8e-39d1-4023-93ac-e29bf519bbd0 · outbound

This paper cites Visual Transformer Meets CutMix for Improved Accuracy, Communication Efficiency, and Data Privacy in Split Learning.

Training Strategies for Isolated Sign Language Recognition Visual Transformer Meets CutMix for Improved Accuracy, Communication Efficiency, and Data Privacy in Split Learning

Reference 2

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verified exact
local_arxiv, observed 2026-08-11T14:53:19.229470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 72453eb5-f05f-4aff-a6d6-d1eb2b4ad84f · outbound

This paper cites Multi-channel transformers for multi- articulatory sign language translation.

Training Strategies for Isolated Sign Language Recognition Multi-channel transformers for multi- articulatory sign language translation

Reference 3

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verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.773453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation d531053e-216d-4af7-9cb8-d85d769a8566 · outbound

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

Training Strategies for Isolated Sign Language Recognition Quo vadis, action recognition? a new model and the kinetics dataset

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.759682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation e59dce64-5ea6-4548-ac48-0d8d1eb7257e · outbound

This paper cites A simple multi-modality transfer learning baseline for sign language translation.

Training Strategies for Isolated Sign Language Recognition A simple multi-modality transfer learning baseline for sign language translation

Reference 5

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unresolved
no resolver link, observed 2026-08-11T14:53:18.829458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:53:18.829458Z digest=sha256:3101c9de7d8977a43f30cc17951baa3dadc98d24f658d02dfcd346cdfbaa3a82

Observation 58137669-be96-4bcf-ba40-023762c07233 · outbound

This paper cites Two-stream network for sign language recognition and translation.

Training Strategies for Isolated Sign Language Recognition Two-stream network for sign language recognition and translation

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.736519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:18.834132Z digest=sha256:71f3fc680e8f22eb144832c431ee1700543f726ddf727287321b7839803a5df1

Observation 25328405-8fb7-4352-bed7-2a301f43ebc9 · outbound

This paper cites Randaugment: Practical automated data augmen- tation with a reduced search space.

Training Strategies for Isolated Sign Language Recognition Randaugment: Practical automated data augmen- tation with a reduced search space

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.722434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 1ec90e9a-ba3c-4377-8bfb-67b16a104512 · outbound

This paper cites Re- altime sign language detection and recognition.

Training Strategies for Isolated Sign Language Recognition Re- altime sign language detection and recognition

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.708730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:18.843762Z digest=sha256:7ffbce350a671c6924431bded29f1e9aae2e9c9b6e2e2fbdcd64b19fa2e266c8

Observation 98b9729d-408e-4270-b200-39a04381b005 · outbound

This paper cites Systemic Biases in Sign Language AI Research: A Deaf-Led Call to Reevaluate Research Agendas.

Training Strategies for Isolated Sign Language Recognition Systemic Biases in Sign Language AI Research: A Deaf-Led Call to Reevaluate Research Agendas

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-11T14:53:18.848152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 62e339f7-418d-4326-a767-e92f48101f00 · outbound

This paper cites Extending Temporal Data Augmentation for Video Action Recognition.

Training Strategies for Isolated Sign Language Recognition Extending Temporal Data Augmentation for Video Action Recognition

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.694830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 87ce2a39-e23e-4e65-aba8-15ab8f0747c0 · outbound

This paper cites LSE-sign: A lexical database for spanish sign language.

Training Strategies for Isolated Sign Language Recognition LSE-sign: A lexical database for spanish sign language

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.680777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:18.857240Z digest=sha256:487458445da7395cfdf0661fe50316cffb7890cbb20ad35a64e199180cf4ee54

Observation 0d604dfc-eb0e-4411-9e3f-da7ee7d9f794 · outbound

This paper cites Self-mutual dis- tillation learning for continuous sign language recognition.

Training Strategies for Isolated Sign Language Recognition Self-mutual dis- tillation learning for continuous sign language recognition

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.666454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:18.861525Z digest=sha256:8214ca8bb78892c3c68770457ea3a231cfa69764cd2a556e60b839501304cab5

Observation 1811d526-3010-41e3-8d48-5a3fd1eb6f46 · outbound

This paper cites Con- tinuous sign language recognition with correlation network.

Training Strategies for Isolated Sign Language Recognition Con- tinuous sign language recognition with correlation network

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.652404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:18.865981Z digest=sha256:299f215d7627303ff33edc4316ca7f50e0da0307e1f6120161d156ddfe78613a

Observation 0bf7c960-552b-4b34-bad3-f03515ca8348 · outbound

This paper cites Robust estimation of a location parameter.

Training Strategies for Isolated Sign Language Recognition Robust estimation of a location parameter

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.638715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation f1718cf9-0fd7-4bfb-a225-92f08f13e877 · outbound

This paper cites A dataset for linguistic understand- ing, visual evaluation, and recognition of sign languages: The k-rsl.

Training Strategies for Isolated Sign Language Recognition A dataset for linguistic understand- ing, visual evaluation, and recognition of sign languages: The k-rsl

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.624286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:18.874298Z digest=sha256:63b0ba702396b9c16f8b121ec59bde3b9d81a8d24824161b183138363d2798ad

Observation e2e7ee0d-dcf0-492b-a000-0f68aff0c0a2 · outbound

This paper cites A Survey of Sign Language Recog- nition Systems.

Training Strategies for Isolated Sign Language Recognition A Survey of Sign Language Recog- nition Systems

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.610155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:18.878751Z digest=sha256:b043ee3cc2a817ff71dadb81459518552abb8b8b8ec0b8903e8aecbbfd181e85

Observation 76866c1b-1233-4a6d-ac09-f715f38b2209 · outbound

This paper cites ADDSL: Hand Gesture Detection and Sign Language Recognition on Annotated Danish Sign Language.

Training Strategies for Isolated Sign Language Recognition ADDSL: Hand Gesture Detection and Sign Language Recognition on Annotated Danish Sign Language

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-08-11T14:53:19.192709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:18.883082Z digest=sha256:ef092af0fac44bfab2aa1756c33a302309dd90ca43e0696fc7719a906d701c22

Observation 8a75a07c-b731-4742-8415-8248207503bc · outbound

This paper cites MS-ASL: A Large-Scale Data Set and Benchmark for Understanding American Sign Language.

Training Strategies for Isolated Sign Language Recognition MS-ASL: A Large-Scale Data Set and Benchmark for Understanding American Sign Language

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-11T14:53:18.887743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:53:18.887743Z digest=sha256:656ca49a5f910db85771b63b18e9e7f1df386a9a49407f7905e8b0945f9f331d

Observation 289035e2-4a16-48d4-a70c-f94ce1bc8d87 · outbound

This paper cites TheRuSLan: Database of Russian sign language.

Training Strategies for Isolated Sign Language Recognition TheRuSLan: Database of Russian sign language

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.597028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:18.892541Z digest=sha256:22ae908a95ac0c6bff99a78c81fc284f1a114bbe7131bfd98b510476aa26274f

Observation 908fcafd-6ac4-4cab-bd60-00f1c399f8c4 · outbound

This paper cites Sign language translation with hierarchical spatio-temporal graph neural network.

Training Strategies for Isolated Sign Language Recognition Sign language translation with hierarchical spatio-temporal graph neural network

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.584210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:18.896929Z digest=sha256:be9052068cb61be499557bffba521fea427cf07f6bab04fc416c6e585a27085e

Observation e28f95e0-d4cf-4e9d-a4ae-ae41abea7e1d · outbound

This paper cites Slovo: Russian Sign Language Dataset.

Training Strategies for Isolated Sign Language Recognition Slovo: Russian Sign Language Dataset

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.570876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:18.901539Z digest=sha256:256b2460b3a6859535ad160999430ba7704dd94fe4d0f9e26dd95525e5c28791

Observation 5d2a4750-a70e-4575-82f7-752ef7f4d18e · outbound

This paper cites The Kinetics Human Action Video Dataset.

Training Strategies for Isolated Sign Language Recognition The Kinetics Human Action Video Dataset

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-11T14:53:18.905903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:53:18.905903Z digest=sha256:42734caa716d5428ccb6d904dc8b327d2b4afa4516b9722aa333d5a1f3d84d4e

Observation b7fb70a3-787f-4ab8-91bf-65aeee78e6c4 · outbound

This paper cites Word-level deep sign language recognition from video: A new large-scale dataset and methods comparison.

Training Strategies for Isolated Sign Language Recognition Word-level deep sign language recognition from video: A new large-scale dataset and methods comparison

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.557278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:18.910503Z digest=sha256:7f6757482596b5effc5d8f9199d7e1098a71e2e36503bb558c3e958952caba4d

Observation f4844858-0283-4ca8-8090-10618a90b8c5 · outbound

This paper cites Mvitv2: Improved multiscale vision transform- ers for classification and detection.

Training Strategies for Isolated Sign Language Recognition Mvitv2: Improved multiscale vision transform- ers for classification and detection

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.542931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:18.914393Z digest=sha256:74799151d5183097f6f2ecee61a1c50458aeee68ab0dcd95fee55b06ad9b32f1

Observation 8fda7c59-4066-4c05-8090-7ff927b49024 · outbound

This paper cites Auxiliary Tasks in Multi-task Learning.

Training Strategies for Isolated Sign Language Recognition Auxiliary Tasks in Multi-task Learning

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-11T14:53:18.918263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:53:18.918263Z digest=sha256:9ea5f83a6360203b5502ce03af6367e6b2272ca918b04ee4ddb0f4b18f2fb95f

Observation d8042fff-0946-444d-99e2-86a32ead3424 · outbound

This paper cites UniformAugment: A Search-free Probabilistic Data Augmentation Approach.

Training Strategies for Isolated Sign Language Recognition UniformAugment: A Search-free Probabilistic Data Augmentation Approach

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-08-11T14:53:19.125176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:18.922502Z digest=sha256:55f8d394a1008449724cd49780e4d3c8d484358fe4fef71d5cefb4b70ff18d62

Observation 7b4eb613-a990-4c50-a8c7-1f62a76ea9d7 · outbound

This paper cites End-to-end temporal action detection with transformer.

Training Strategies for Isolated Sign Language Recognition End-to-end temporal action detection with transformer

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.529183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:18.926596Z digest=sha256:7eb9e64cc4ca046998da8408dd9b5e1efed125a061b63b9c31c8a6e0cb23abeb

Observation d07e2b63-7e6b-4a64-b4f7-e35e70a28418 · outbound

This paper cites Decoupled Weight De- cay Regularization.

Training Strategies for Isolated Sign Language Recognition Decoupled Weight De- cay Regularization

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.515121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:18.930762Z digest=sha256:491b26250a665b42112085e34ecd90299fd38c61e66cdbe222b3d6ad901417aa

Observation 871af4af-b9d2-49f7-bc98-9e3faf9735b4 · outbound

This paper cites An attention-enhanced multi- scale and dual sign language recognition network based on a graph convolution network.

Training Strategies for Isolated Sign Language Recognition An attention-enhanced multi- scale and dual sign language recognition network based on a graph convolution network

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.501456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:18.935353Z digest=sha256:471d03e631ac2180e74897ecaf37d17409d480a6eb89a51c553067d1072b6e75

Observation a6471c9e-0b6d-43c7-bc4c-358aad522d92 · outbound

This paper cites Visual alignment constraint for continuous sign language recognition.

Training Strategies for Isolated Sign Language Recognition Visual alignment constraint for continuous sign language recognition

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.486680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:18.939721Z digest=sha256:1b336cbff0485730eba300133400609985136500b2de86fb100ba243803cf6f4

Observation 160b65a1-5487-48b3-be46-4109ee35f6a7 · outbound

This paper cites FluentSigners-50: A signer independent benchmark dataset for sign language processing.

Training Strategies for Isolated Sign Language Recognition FluentSigners-50: A signer independent benchmark dataset for sign language processing

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.472596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:18.944159Z digest=sha256:e734333794dbbeef80e00896b88fd524c2517cc65792f236acffd3fd2e9820f6

Observation 50ace374-180e-4bb1-bc3b-7b40f71d281a · outbound

This paper cites Weakly-supervised Fingerspelling Recognition in British Sign Language Videos.

Training Strategies for Isolated Sign Language Recognition Weakly-supervised Fingerspelling Recognition in British Sign Language Videos

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-08-11T14:53:19.104274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:18.948521Z digest=sha256:016438001cceb42ec7c564ba6c8e9a6ffad871b7e753d231e1b0b05c4a000063

Observation 0a248c8a-6ed2-45f0-9e95-652cfe98e5e6 · outbound

This paper cites Sign language recognition based on notations and neural net- works.

Training Strategies for Isolated Sign Language Recognition Sign language recognition based on notations and neural net- works

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.458317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:18.953024Z digest=sha256:c330a055da6dd4931766ae1c5a9f210b137dc7adc51e49f045f797ba3be6b001

Observation 3af22d6b-846b-4a45-87fe-e471d83582e4 · outbound

This paper cites Boosting continuous sign language recognition via cross modality augmentation.

Training Strategies for Isolated Sign Language Recognition Boosting continuous sign language recognition via cross modality augmentation

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.443710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:18.957312Z digest=sha256:31ba604936729c9f21202992dca9863eff7a33608f6dd6bc035feb259b5e6c19

Observation a4131fc7-f9b9-4ed4-b6ba-761764d04b0b · outbound

This paper cites LSA64: An Argentinian Sign Language Dataset.

Training Strategies for Isolated Sign Language Recognition LSA64: An Argentinian Sign Language Dataset

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-11T14:53:18.961502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:53:18.961502Z digest=sha256:4d7a35b7c31dbea1fec656b0afed8c2d19d82b0d77ed0a1599eb6b30a91b8040

Observation a14130ff-647d-42e9-90a9-659029687c62 · outbound

This paper cites Autsl: A large scale multi-modal turkish sign language dataset and baseline methods.

Training Strategies for Isolated Sign Language Recognition Autsl: A large scale multi-modal turkish sign language dataset and baseline methods

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.429878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 409e7981-eafc-4663-bc01-219a94e68b49 · outbound

This paper cites Masked feature predic- tion for self-supervised visual pre-training.

Training Strategies for Isolated Sign Language Recognition Masked feature predic- tion for self-supervised visual pre-training

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.416506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:18.970326Z digest=sha256:f4347609d25086bd6285e23f3b4d5e18762aed23308e1690918baba405f9c362

Observation 774893c7-611e-4b31-aec8-fc0ad4437cf4 · outbound

This paper cites Iou-balanced loss functions for single-stage object de- tection.

Training Strategies for Isolated Sign Language Recognition Iou-balanced loss functions for single-stage object de- tection

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.402474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:18.974572Z digest=sha256:5980f6aa2018a4944c6ae4731187f232a9c0e205c02fe739a9053c4e1351f8f9

Observation b3d2cad3-541b-45fa-8a2b-96ecbe980e8a · outbound

This paper cites Action recognition and localization with spatial and temporal con- texts.

Training Strategies for Isolated Sign Language Recognition Action recognition and localization with spatial and temporal con- texts

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.389552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:18.979044Z digest=sha256:a73be6a7d4ca9d6ddd2da3182664f66d9952782c769a77f30febf2a0165b14e4

Observation faa9d229-df6b-437e-81e0-f0913a3dc34d · outbound

This paper cites CutMix: Regu- larization Strategy to Train Strong Classifiers with Localiz- able Features.

Training Strategies for Isolated Sign Language Recognition CutMix: Regu- larization Strategy to Train Strong Classifiers with Localiz- able Features

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.375848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:18.983363Z digest=sha256:d65953ebb8c34dba3c19f359200afa3a83230eb44df08841917bd2063cd4fc43

Observation 7d464535-d977-4693-857f-71773d2abe23 · outbound

This paper cites Actionformer: Lo- calizing moments of actions with transformers.

Training Strategies for Isolated Sign Language Recognition Actionformer: Lo- calizing moments of actions with transformers

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.362037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:18.987887Z digest=sha256:41dba8d610b6e99b38cf9e69520cbd448f857d60199328137ac34742b6b44a77

Observation 913776cb-3061-4c47-800c-0fb67f2fa066 · outbound

This paper cites mixup: Beyond Empirical Risk Minimization.

Training Strategies for Isolated Sign Language Recognition mixup: Beyond Empirical Risk Minimization

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-11T14:53:18.992215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:53:18.992215Z digest=sha256:553f89796c247c47811e3d25327ad0f952d59946fc68ab7176959457df3481b9

Observation 131071e7-7c6b-4fd3-b61a-baabc7aeedb0 · outbound

This paper cites Gloss-free sign language translation: Improving from visual- language pretraining.

Training Strategies for Isolated Sign Language Recognition Gloss-free sign language translation: Improving from visual- language pretraining

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.348465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:18.996703Z digest=sha256:cab7bb333313d5b23020fde605b510fe3431d4d86cbfdc530da135d5606e8d1d

Observation 9e01b772-fabe-4e6f-a1ff-7f8144350cab · outbound

This paper cites Spatial-temporal multi-cue network for continuous sign lan- guage recognition.

Training Strategies for Isolated Sign Language Recognition Spatial-temporal multi-cue network for continuous sign lan- guage recognition

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.333858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:19.000899Z digest=sha256:40e374d233986d38b0b9ae5a75ddd19e1a40d3477b99ed3c210c0a50609f1c91

Observation eca0a0f3-bd3a-4524-818f-d774acaaec05 · outbound

This paper cites Learning disentangled classification and lo- calization representations for temporal action localization.

Training Strategies for Isolated Sign Language Recognition Learning disentangled classification and lo- calization representations for temporal action localization

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.320072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:19.005341Z digest=sha256:1bc0a5867565ddff2cb78110feb065aa8610d258e86529d156c88e138e4a54c3

Observation 0c178ed1-f553-4b92-9516-1b55eed9bc96 · outbound

This paper cites Improving continuous sign lan- guage recognition with consistency constraints and signer removal.

Training Strategies for Isolated Sign Language Recognition Improving continuous sign lan- guage recognition with consistency constraints and signer removal

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.304792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:19.010135Z digest=sha256:cf003081492f83ced00ce131ade6ad3e4a3503d555ce76f93d6940df8bd9b08a

Observation 0ed7be73-40df-4b8b-a5ab-0094b2c9a95f · outbound

This paper cites Natural language-assisted sign language recognition.

Training Strategies for Isolated Sign Language Recognition Natural language-assisted sign language recognition

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.290366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:19.014455Z digest=sha256:a17e736bead4aa19b65d977b9122d9b60c50894126db0d9b6efeeaf3002272bc

Observation e0c94964-1a39-4a25-aa25-78d5ce5a62ac · outbound

This paper cites The sign basket was the same as in the Slovo dataset [21]: 1,000 frequently used words with a video template from the SpreadTheSign website 9 were collected.

Training Strategies for Isolated Sign Language Recognition The sign basket was the same as in the Slovo dataset [21]: 1,000 frequently used words with a video template from the SpreadTheSign website 9 were collected

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.275795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:19.018938Z digest=sha256:52c912859af2eb6651cdbfdb7155c0b541f00af076cf27ce4e8df373256c23b9

Observation d1203e9b-364e-44ae-9650-4c9ae4a4972c · outbound

This paper cites The recorded videos were strictly validated, excluding videos performed incorrectly and low-resolution videos.

Training Strategies for Isolated Sign Language Recognition The recorded videos were strictly validated, excluding videos performed incorrectly and low-resolution videos

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.260250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:19.023463Z digest=sha256:da3a2a1b00b5c203119386174465c50fad655d38d98cb9c2614a8636316575f8

Observation c58f9f5d-58ed-4dbc-8124-4bfcf58403ef · outbound

This paper cites Crowdworkers indicated the start and end frames of the sign on each video to train the model to locate it.

Training Strategies for Isolated Sign Language Recognition Crowdworkers indicated the start and end frames of the sign on each video to train the model to locate it

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:53:19.245138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T14:53:19.028308Z digest=sha256:9c622486188e894141921c74f60c204600f25f10a89071ae0b0c97a73906e892

Pith citing papers

No inbound Pith citation observations are available.