BlazePose: On-device Real-time Body Pose tracking Jun 17, 2020 2D Human Pose Estimation 3D Human Pose Estimation
Code Code Available 4Uni-Sign: Toward Unified Sign Language Understanding at Scale Jan 25, 2025 Computational Efficiency Gloss-free Sign Language Translation
Code Code Available 2TSPNet: Hierarchical Feature Learning via Temporal Semantic Pyramid for Sign Language Translation Oct 12, 2020 Sign Language Recognition Sign Language Translation
Code Code Available 2Siformer: Feature-isolated Transformer for Efficient Skeleton-based Sign Language Recognition Mar 26, 2025 Action Recognition Computational Efficiency
Code Code Available 1Swin-MSTP: Swin transformer with multi-scale temporal perception for continuous sign language recognition Feb 7, 2025 Sign Language Recognition
Code Code Available 1Hierarchical Windowed Graph Attention Network and a Large Scale Dataset for Isolated Indian Sign Language Recognition Jul 19, 2024 Graph Attention Hand Gesture Recognition
Code Code Available 1SignCLIP: Connecting Text and Sign Language by Contrastive Learning Jul 1, 2024 Contrastive Learning Retrieval
Code Code Available 1Self-Supervised Representation Learning with Spatial-Temporal Consistency for Sign Language Recognition Jun 15, 2024 Contrastive Learning Language Modeling
Code Code Available 1MASA: Motion-aware Masked Autoencoder with Semantic Alignment for Sign Language Recognition May 31, 2024 Self-Supervised Learning Sign Language Recognition
Code Code Available 1Multi-Stream Keypoint Attention Network for Sign Language Recognition and Translation May 9, 2024 Sign Language Recognition Sign Language Translation
Code Code Available 1CorrNet+: Sign Language Recognition and Translation via Spatial-Temporal Correlation Apr 17, 2024 Pose Estimation Sign Language Recognition
Code Code Available 1Improving Continuous Sign Language Recognition with Adapted Image Models Apr 12, 2024 Sign Language Recognition
Code Code Available 1Dynamic Spatial-Temporal Aggregation for Skeleton-Aware Sign Language Recognition Mar 19, 2024 Human Dynamics Sign Language Recognition
Code Code Available 1SlowFast Network for Continuous Sign Language Recognition Sep 21, 2023 Sign Language Recognition
Code Code Available 1AdaBrowse: Adaptive Video Browser for Efficient Continuous Sign Language Recognition Aug 16, 2023 Sentence Sign Language Recognition
Code Code Available 1Gloss-free Sign Language Translation: Improving from Visual-Language Pretraining Jul 27, 2023 Decoder Gloss-free Sign Language Translation
Code Code Available 1Slovo: Russian Sign Language Dataset May 23, 2023 Sign Language Recognition
Code Code Available 1Isolated Sign Language Recognition based on Tree Structure Skeleton Images Apr 10, 2023 Data Augmentation Pose Estimation
Code Code Available 1CVT-SLR: Contrastive Visual-Textual Transformation for Sign Language Recognition with Variational Alignment Mar 10, 2023 cross-modal alignment Sign Language Recognition
Code Code Available 1Continuous Sign Language Recognition with Correlation Network Mar 6, 2023 Sign Language Recognition
Code Code Available 1Fine-tuning of sign language recognition models: a technical report Feb 15, 2023 Gesture Recognition GPU
Code Code Available 1On the Importance of Sign Labeling: The Hamburg Sign Language Notation System Case Study Jan 19, 2023 Sign Language Recognition
Code Code Available 1Improving Continuous Sign Language Recognition with Consistency Constraints and Signer Removal Dec 26, 2022 Disentanglement Sentence
Code Code Available 1SLGTformer: An Attention-Based Approach to Sign Language Recognition Dec 21, 2022 Sign Language Recognition
Code Code Available 1Self-Emphasizing Network for Continuous Sign Language Recognition Nov 30, 2022 Pose Estimation Sign Language Recognition
Code Code Available 1Temporal Lift Pooling for Continuous Sign Language Recognition Jul 18, 2022 Sign Language Recognition
Code Code Available 1Handling sign language transcription system with the computer-friendly numerical multilabels Apr 14, 2022 Sign Language Recognition
Code Code Available 1Explore More Guidance: A Task-aware Instruction Network for Sign Language Translation Enhanced with Data Augmentation Apr 12, 2022 Data Augmentation Sign Language Recognition
Code Code Available 1A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation Mar 8, 2022 Sign Language Recognition Sign Language Translation
Code Code Available 1Sign Pose-Based Transformer for Word-Level Sign Language Recognition Jan 4, 2022 Sign Language Recognition
Code Code Available 1C2SLR: Consistency-Enhanced Continuous Sign Language Recognition Jan 1, 2022 Sentence Sentence Embedding
Code Code Available 1LD-ConGR: A Large RGB-D Video Dataset for Long-Distance Continuous Gesture Recognition Jan 1, 2022 Gesture Recognition Sign Language Recognition
Code Code Available 1Sign Language Recognition via Skeleton-Aware Multi-Model Ensemble Oct 12, 2021 Action Recognition Sign Language Recognition
Code Code Available 1OpenHands: Making Sign Language Recognition Accessible with Pose-based Pretrained Models across Languages Oct 12, 2021 Sign Language Recognition
Code Code Available 1Isolated Sign Recognition from RGB Video using Pose Flow and Self-Attention Jun 11, 2021 Action Recognition Sign Language Recognition
Code Code Available 1Visual Alignment Constraint for Continuous Sign Language Recognition Apr 6, 2021 Sign Language Recognition
Code Code Available 1Skeleton Aware Multi-modal Sign Language Recognition Mar 16, 2021 Sign Language Recognition Skeleton Based Action Recognition
Code Code Available 1Context Matters: Self-Attention for Sign Language Recognition Jan 12, 2021 Sign Language Recognition
Code Code Available 1Self-Mutual Distillation Learning for Continuous Sign Language Recognition Jan 1, 2021 Knowledge Distillation Sign Language Recognition
Code Code Available 1Quantitative Survey of the State of the Art in Sign Language Recognition Aug 22, 2020 Benchmarking Sign Language Recognition
Code Code Available 1Stochastic Fine-grained Labeling of Multi-state Sign Glosses for Continuous Sign Language Recognition Aug 1, 2020 Decoder Sign Language Recognition
Code Code Available 1BSL-1K: Scaling up co-articulated sign language recognition using mouthing cues Jul 23, 2020 Action Classification Keyword Spotting
Code Code Available 1Better Sign Language Translation with STMC-Transformer Apr 1, 2020 Sign Language Recognition Sign Language Translation
Code Code Available 1Sign Language Transformers: Joint End-to-end Sign Language Recognition and Translation Mar 30, 2020 Sign Language Recognition Sign Language Translation
Code Code Available 1Word-level Deep Sign Language Recognition from Video: A New Large-scale Dataset and Methods Comparison Oct 24, 2019 Action Classification Benchmarking
Code Code Available 1Fingerspelling recognition in the wild with iterative visual attention Aug 28, 2019 Hand Detection Segmentation
Code Code Available 1Sign Language Recognition, Generation, and Translation: An Interdisciplinary Perspective Aug 22, 2019 Cultural Vocal Bursts Intensity Prediction Sign Language Recognition
Code Code Available 1Hierarchical Sub-action Tree for Continuous Sign Language Recognition Jun 26, 2025 Representation Learning Sign Language Recognition
Code Code Available 0SignBart -- New approach with the skeleton sequence for Isolated Sign language Recognition Jun 18, 2025 Decoder Sign Language Recognition
Code Code Available 0SLRNet: A Real-Time LSTM-Based Sign Language Recognition System Jun 11, 2025 Gesture Recognition Sign Language Recognition
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