Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T04:16:29.993180Z
Paper Citation Record · LEDGER
As of 22 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 0 inbound Pith citation observations for arXiv:2608.06252.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T04:16:29.993180Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
57 of 57 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation a958387d-2baa-4e25-a3cb-c80afcb4c2e1 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Sanity checks for saliency maps, in: Advances in Neural Information Processing Systems (NeurIPS), pp
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2782a4a3-09a0-474a-8c74-c881cafdea1d · outbound
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 622e2195-d15f-4c97-9e4f-fd474fd561d7 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Deep learning for sign language recognition: Current techniques, benchmarks, and open issues
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8cc386a8-c9f9-4e2c-91ae-ed79c5b9942d · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Two dimensional convolutional neural network approach for real-time bangla sign language characters recognition and translation
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d10ff238-e630-46c8-b468-a58b237611f0 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Recognition of bangla sign language characters and digits using cnn, in: 2022 International Conference on Innovations in Science, Engineering and Technology (ICISET), IEEE
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4e6eb9c-07cf-4995-9748-ea365367f298 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Grad-cam++: Generalized gradient-based visual explanations for deep convolutional networks, in: IEEE Winter Conference on Applications of Computer Vision (W ACV), IEEE
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e19f2830-0cfb-4f3c-93a0-047b810e31d6 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Xception: Deep learning with depthwise separable convolutions, in: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16325e40-207f-447a-b2b0-70e411cd1744 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model A hybrid approach for bangla sign language recognition using deep transfer learning model with random forest classifier
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1490d7a7-7117-49de-8538-1d7fa4a158a1 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Imagenet: A large-scale hierarchical image database, in: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70457036-ebf0-4c2e-8aae-c9602b4846e2 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Explainable federated learning for privacy-preserving bangla sign language detection
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30efc24b-dc54-4a62-bbce-075e0b019acd · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Unresolved cited work
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60159ae7-e402-40d0-b349-64df3d5a2ef0 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Baust lipi: A bdsl dataset with deep learning based bangla sign language recognition, in: Proceedings of the 3rd International Conference on Computing Advancements, pp
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f6482fd-24d1-43ef-bfd5-24852d85ecbb · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Recognition of bangladeshi sign language (bdsl) words using deep convolutional neural networks (dcnns)
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9f66195-9907-4f17-98d0-0ed501507012 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Unresolved cited work
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9196ea49-19c4-487f-b634-bb7b6c37802c · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Bdsl 49: A comprehensive dataset of bangla sign language
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6960b4df-6102-4e7a-b471-4caec3f64254 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Deep residual learning for image recognition, in: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a98a701-2159-4039-bd0e-a158f627a8e8 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Bdsl36: A dataset for bangladeshi sign letters recognition, in: Proceedings of the Asian Conference on Computer Vision (ACCV) Workshops
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a34e743-228c-48f7-bdf7-1d9e69f2c840 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Squeeze-and-excitation networks, in: Proceedings of the IEEE Confer- ence on Computer Vision and Pattern Recognition (CVPR), pp
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0d0281a-0100-4bec-901a-d6060e990f30 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Batch normalization: Accelerating deep network training by reducing internal covariate shift, in: International Conference on Machine Learning (ICML), pp
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d078f38d-80aa-4fd0-8e78-5ab85641dd88 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Sign language recognition for bangla alphabets using deep learning methods, in: 2022 4th International Conference on Sustainable Technologies for Industry 4.0 (STI), IEEE
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c458db0-df3e-463d-97a0-5bd53ca6c402 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Ku-bdsl: An open dataset for bengali sign language recognition
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5764859d-22ef-4460-8f9a-46677fb6a29a · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Combining state-of-the-art pre-trained deep learning models: A novel approach for bangla sign language recognition using max voting ensemble
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 608be17a-69b7-4680-8167-f074f22a75bc · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Unresolved cited work
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 397747ce-3b91-4bf2-a044-c363a798ea53 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Imagenet classification with deep convolutional neural networks
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 43b53df8-127a-48ef-8206-a8f7bcde07ea · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Rethink- ing vision transformers for mobilenet size and speed, in: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), pp
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 165bc5ab-915b-4334-9824-777139dbd563 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Decoupled Weight Decay Regularization
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c52031e-e6ba-4f93-ac39-a558ea61bb09 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model A unified approach to interpreting model predictions
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9bb7f51d-9934-4954-932b-c43243fb9acb · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d88534d-dd90-416d-9120-e4de9a31d169 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Separable Self-attention for Mobile Vision Transformers
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5aaa754e-e48f-48eb-9d8d-efa4d18d90f1 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Bangla sign alphabet recognition with zero-shot and transfer learning
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0747aaf5-9e4f-43fc-afb0-0d4cbc39b324 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model DINOv2: Learning Robust Visual Features without Supervision
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 703b9c8c-3958-4da1-aaca-e28fd8c0e7b3 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Deafness and hearing loss
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e025236-328f-4c98-96e3-5b6fc63f77d0 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model RISE: Randomized Input Sampling for Explanation of Black-box Models
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9774be38-5092-4e34-8ec2-23b477f31bdc · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Bangla sign language (bdsl) alphabets and numerals classification using a deep learning model
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d8da9b9-510a-4447-b177-5bc9aec7d714 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Mobilenetv4: Universal models for the mobile ecosystem, in: European Conference on Computer Vision (ECCV), pp
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 896fac48-fc27-40ae-bfe3-56664a6392a8 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Bengali-sign: A machine learning-based bengali sign language interpretation for deaf and non-verbal people
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f294ed6-2933-431c-a06e-1b994dfc0e01 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Searching for Activation Functions
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 452e506c-4680-4bb7-9aa5-5022d933182d · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Sign language recognition: A deep survey
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad730d3e-3231-4839-96b1-93bf2477eb1f · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Bdsl47: A complete depth-based bangla sign alphabet and digit dataset
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 986ec8e0-193a-4668-922b-4e1e767f18f5 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Sign language: a systematic review on classification and recognition
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec3e27e0-5b36-4bc5-a739-dbbcf7ade725 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Grad-cam: Visual explanations from deep networks via gradient-based localization, in: Proceedings of the IEEE Interna- tional Conference on Computer Vision (ICCV), pp
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ebf1f8f5-9ca3-45c7-925e-ab56ffb6e5e0 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Multimodal ensemble approach leveraging spatial, skeletal, and edge features for enhanced bangla sign language recognition
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39ce7e33-1924-4782-b612-dbf8170756d2 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Deep learning-based bangla sign language detection with an edge device
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d48254b2-95c4-4027-b84c-a160f213a4f2 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Real-time bangla sign language recognition using transfer learn- ing model, in: 2024 International Conference on Innovations in Science, Engineering and Technology (ICISET), IEEE
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10d907c1-7863-4748-84f9-bcbefbf7dd14 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Dropout: A simple way to prevent neural networks from overfitting
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a9d979c-84a1-4b8b-9be1-51e7082f8d42 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model On the importance of initialization and momen- tum in deep learning, in: International Conference on Machine Learning (ICML), pp
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation add83965-85dd-4e69-83f3-a874ff103233 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model The linguistics of British Sign Language: an introduction
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e35c2cf6-6031-4a63-b7b7-b0fe82928858 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Efficientnetv2: Smaller models and faster training, in: International Conference on Machine Learning (ICML), pp
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ba7408a-fc79-4877-9911-9cdf6ec7f859 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Ghostnetv2: Enhance cheap operation with long-range attention
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28a25c83-c0e5-454c-8676-45d38bee461b · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Unresolved cited work
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f6ab698-ab4e-41c5-802e-8c08fdb8a5d4 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Unresolved cited work
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8592e1ac-067c-4b9a-8d2a-7c92eb43435a · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Disabling hearing impairment in the bangladeshi population
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 92d6f459-9188-4dc7-a03f-02095aad6897 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model A vision transformer-based fine-tuned dinov2 model for bangla sign language recognition
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b104dd4-4c22-4a99-843f-a8a1d59aa376 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Efficient object localization using convolutional networks, in: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9251238e-c4c8-4765-a06d-fe23e63751aa · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Linguistics of American sign language: An introduction
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee9b399c-0aa3-4442-a182-55862ce352e1 · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Cbam: Convolutional block attention module, in: Proceedings of the European Conference on Computer Vision (ECCV), pp
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c90a3217-7a11-41f8-b056-c63fbd342c2e · outbound
Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model Aggregated residual transformations for deep neural networks, in: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.