| An Open-Source American Sign Language Fingerspell Recognition and Semantic Pose Retrieval Interface | Aug 17, 2024 | Pose EstimationPose Retrieval | CodeCode Available | 2 | 5 |
| Uni-Sign: Toward Unified Sign Language Understanding at Scale | Jan 25, 2025 | Computational EfficiencyGloss-free Sign Language Translation | CodeCode Available | 2 | 5 |
| TSPNet: Hierarchical Feature Learning via Temporal Semantic Pyramid for Sign Language Translation | Oct 12, 2020 | Sign Language RecognitionSign Language Translation | CodeCode Available | 2 | 5 |
| How2Sign: A Large-scale Multimodal Dataset for Continuous American Sign Language | Aug 18, 2020 | Sign Language ProductionSign Language Translation | CodeCode Available | 1 | 5 |
| Stochastic Transformer Networks with Linear Competing Units: Application to end-to-end SL Translation | Sep 1, 2021 | Sign Language TranslationTranslation | CodeCode Available | 1 | 5 |
| Frozen Pretrained Transformers for Neural Sign Language Translation | Aug 20, 2021 | DecoderMachine Translation | CodeCode Available | 1 | 5 |
| LSA-T: The first continuous Argentinian Sign Language dataset for Sign Language Translation | Nov 14, 2022 | SentenceSign Language Translation | CodeCode Available | 1 | 5 |
| Using Neural Machine Translation Methods for Sign Language Translation | May 1, 2022 | Data AugmentationMachine Translation | CodeCode Available | 1 | 5 |
| Open-Domain Sign Language Translation Learned from Online Video | May 25, 2022 | Gloss-free Sign Language TranslationSign Language Translation | CodeCode Available | 1 | 5 |
| Multi-Stream Keypoint Attention Network for Sign Language Recognition and Translation | May 9, 2024 | Sign Language RecognitionSign Language Translation | CodeCode Available | 1 | 5 |
| An Open-Source Gloss-Based Baseline for Spoken to Signed Language Translation | May 28, 2023 | Machine TranslationSentence | CodeCode Available | 1 | 5 |
| Gloss-Free End-to-End Sign Language Translation | May 22, 2023 | Gloss-free Sign Language TranslationSign Language Translation | CodeCode Available | 1 | 5 |
| SLTUNET: A Simple Unified Model for Sign Language Translation | May 2, 2023 | Machine TranslationSign Language Translation | CodeCode Available | 1 | 5 |
| CorrNet+: Sign Language Recognition and Translation via Spatial-Temporal Correlation | Apr 17, 2024 | Pose EstimationSign Language Recognition | CodeCode Available | 1 | 5 |
| Gloss Attention for Gloss-free Sign Language Translation | Jul 14, 2023 | Gloss-free Sign Language TranslationLanguage Modeling | CodeCode Available | 1 | 5 |
| Conditional Variational Autoencoder for Sign Language Translation with Cross-Modal Alignment | Dec 25, 2023 | cross-modal alignmentDecoder | CodeCode Available | 1 | 5 |
| Factorized Learning Assisted with Large Language Model for Gloss-free Sign Language Translation | Mar 19, 2024 | Gloss-free Sign Language TranslationLanguage Modeling | CodeCode Available | 1 | 5 |
| Geo-Sign: Hyperbolic Contrastive Regularisation for Geometrically Aware Sign Language Translation | May 30, 2025 | Computational EfficiencySign Language Translation | CodeCode Available | 1 | 5 |
| Gloss-free Sign Language Translation: Improving from Visual-Language Pretraining | Jul 27, 2023 | DecoderGloss-free Sign Language Translation | CodeCode Available | 1 | 5 |
| Improving Gloss-free Sign Language Translation by Reducing Representation Density | May 23, 2024 | Contrastive LearningGloss-free Sign Language Translation | CodeCode Available | 1 | 5 |
| Machine Translation between Spoken Languages and Signed Languages Represented in SignWriting | Oct 11, 2022 | Machine TranslationSign Language Translation | CodeCode Available | 1 | 5 |
| Signformer is all you need: Towards Edge AI for Sign Language | Nov 19, 2024 | AllGloss-free Sign Language Translation | CodeCode Available | 1 | 5 |
| Explore More Guidance: A Task-aware Instruction Network for Sign Language Translation Enhanced with Data Augmentation | Apr 12, 2022 | Data AugmentationSign Language Recognition | CodeCode Available | 1 | 5 |
| Towards Privacy-Aware Sign Language Translation at Scale | Feb 14, 2024 | Gloss-free Sign Language TranslationSign Language Translation | CodeCode Available | 1 | 5 |
| Cross-modality Data Augmentation for End-to-End Sign Language Translation | May 18, 2023 | Data AugmentationKnowledge Distillation | CodeCode Available | 1 | 5 |
| SignBank+: Preparing a Multilingual Sign Language Dataset for Machine Translation Using Large Language Models | Sep 20, 2023 | Machine TranslationSign Language Translation | CodeCode Available | 1 | 5 |
| Sign Language Translation from Instructional Videos | Apr 13, 2023 | Sign Language Translation | CodeCode Available | 1 | 5 |
| Sign Language Transformers: Joint End-to-end Sign Language Recognition and Translation | Mar 30, 2020 | Sign Language RecognitionSign Language Translation | CodeCode Available | 1 | 5 |
| Sign Language Translation using Frame and Event Stream: Benchmark Dataset and Algorithms | Mar 9, 2025 | Sign Language TranslationTranslation | CodeCode Available | 1 | 5 |
| Better Sign Language Translation with STMC-Transformer | Apr 1, 2020 | Sign Language RecognitionSign Language Translation | CodeCode Available | 1 | 5 |
| Word-level Deep Sign Language Recognition from Video: A New Large-scale Dataset and Methods Comparison | Oct 24, 2019 | Action ClassificationBenchmarking | CodeCode Available | 1 | 5 |
| An Efficient Sign Language Translation Using Spatial Configuration and Motion Dynamics with LLMs | Aug 20, 2024 | Gloss-free Sign Language TranslationSign Language Translation | CodeCode Available | 1 | 5 |
| A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation | Mar 8, 2022 | Sign Language RecognitionSign Language Translation | CodeCode Available | 1 | 5 |
| Event Stream based Sign Language Translation: A High-Definition Benchmark Dataset and A New Algorithm | Aug 20, 2024 | MambaSign Language Translation | CodeCode Available | 1 | 5 |
| ISLTranslate: Dataset for Translating Indian Sign Language | Jul 11, 2023 | SentenceSign Language Translation | CodeCode Available | 1 | 5 |
| Sign Language Translation with Sentence Embedding Supervision | Aug 14, 2024 | Gloss-free Sign Language TranslationSentence | CodeCode Available | 0 | 5 |
| Sign Language Sense Disambiguation | Sep 13, 2024 | Sign Language Translation | CodeCode Available | 0 | 5 |
| SignAttention: On the Interpretability of Transformer Models for Sign Language Translation | Oct 18, 2024 | Sign Language TranslationTranslation | CodeCode Available | 0 | 5 |
| SignBLEU: Automatic Evaluation of Multi-channel Sign Language Translation | Jun 10, 2024 | Sign Language TranslationTranslation | CodeCode Available | 0 | 5 |
| A comparison of small sample methods for Handshape Recognition | Apr 1, 2023 | Hand Gesture RecognitionMeta-Learning | CodeCode Available | 0 | 5 |
| Better Sign Language Translation with Monolingual Data | Apr 21, 2023 | Sign Language TranslationTranslation | CodeCode Available | 0 | 5 |
| Neural Sign Language Translation | Jun 1, 2018 | Gesture RecognitionLanguage Modeling | CodeCode Available | 0 | 5 |
| Real-time Bangla Sign Language Translator | Dec 21, 2024 | Sign Language TranslationTranslation | CodeCode Available | 0 | 5 |
| Less is more: concatenating videos for Sign Language Translation from a small set of signs | Sep 3, 2024 | SentenceSign Language Translation | CodeCode Available | 0 | 5 |
| Diverse Sign Language Translation | Oct 25, 2024 | Sign Language TranslationTranslation | CodeCode Available | 0 | 5 |
| JWSign: A Highly Multilingual Corpus of Bible Translations for more Diversity in Sign Language Processing | Nov 16, 2023 | DiversityMachine Translation | CodeCode Available | 0 | 5 |
| Improvement in Sign Language Translation Using Text CTC Alignment | Dec 12, 2024 | Sign Language TranslationTransfer Learning | CodeCode Available | 0 | 5 |
| Mediapi-RGB: Enabling Technological Breakthroughs in French Sign Language (LSF) Research through an Extensive Video-Text Corpus | Feb 29, 2024 | Machine TranslationSign Language Translation | CodeCode Available | 0 | 5 |
| ASL Recognition with Metric-Learning based Lightweight Network | Apr 10, 2020 | Action RecognitionAutonomous Driving | CodeCode Available | 0 | 5 |
| Fingerspelling PoseNet: Enhancing Fingerspelling Translation with Pose-Based Transformer Models | Nov 20, 2023 | DecoderHand Pose Estimation | CodeCode Available | 0 | 5 |
