0x05 连续手语识别思考

Conference/Jounal	Level	Title	Link
【ACMMM 2020】	Conference	Conference Boosting Continuous Sign Language Recognition via Cross Modality Augmentation	[paper]
【ECCV 2020】	Conference	Conference Stochastic Fine-grained Labeling of Multi-state Sign Glosses for Continuous Sign Language Recognition	[paper]
【ECCV 2020】	Conference	Conference Fully Convolutional Networks for Continuous Sign Language Recognition	[paper]
【AAAI 2020】	Conference	Conference Spatial-Temporal Multi-Cue Network for Continuous Sign Language Recognition	[paper]
【CVPR 2020】	Conference	Conference Sign Language Transformers: Joint End-to-end Sign Language Recognition and Translation	[paper]
【ICCV 2021】	Conference	Conference Visual Alignment Constraint for Continuous Sign Language Recognition	[Paper]
【ICCV 2021】	Conference	Conference Self-Mutual Distillation Learning for Continuous Sign Language Recognition	[Paper]
【ECCV 2022】	Conference	Conference Deep Radial Embedding for Visual Sequence Learning	[Paper]
【ECCV 2022】	Conference	Conference Temporal Lift Pooling for Continuous Sign Language Recognition	[paper]
【NeruIPS 2022】	Conference	Conference Two-Stream Network for Sign Language Recognition and Translation	[Paper]
【BMVC 2022】	Conference	Conference Signing Outside the Studio: Benchmarking Background Robustness for Continuous Sign Language Recognition	[Paper]
【CVPR 2022】	Conference	Conference C2SLR: Consistency-Enhanced Continuous Sign Language Recognition	[paper]
【ACMMM 2023】	Conference	Conference AdaBrowse: Adaptive Video Browser for Efficient Continuous Sign Language Recognition	[Paper]
【ACMMM 2023】	Conference	Conference Towards Real-Time Sign Language Recognition and Translation on Edge Devices	[Paper]
【ICCV 2023】	Conference	Conference CoSign: Exploring Co-occurrence Signals in Skeleton-based Continuous Sign Language Recognition	[Paper]
【ICCV 2023】	Conference	Conference Improving Continuous Sign Language Recognition with Cross-Lingual Signs	[Paper]
【ICCV 2023】	Conference	Conference C2ST: Cross-modal Contextualized Sequence Transduction for Continuous Sign Language Recognition	[Paper]
【EMNLP Findings 2023】	Conference	Conference Handshape-Aware Sign Language Recognition: Extended Datasets and Exploration of Handshape-Inclusive Methods	[paper]
【AAAI 2023】	Conference	Conference Self-Emphasizing Network for Continuous Sign Language Recognition	[Paper] [Code]
【CVPR 2023】	Conference	Conference CVT-SLR: Contrastive Visual-Textual Transformation for Sign Language Recognition with Variational Alignment	[Paper] [Code]
【CVPR 2023】	Conference	Conference Continuous Sign Language Recognition with Correlation Network	[Paper] [Code]
【CVPR 2023】	Conference	Conference Distilling Cross-Temporal Contexts for Continuous Sign Language Recognition	[Paper]
【IJCAI 2023】	Conference	Conference Contrastive Learning for Sign Language Recognition and Translation	[Paper]
【ECCV 2024】	Conference	Conference EvSign: Sign Language Recognition and Translation with Streaming Events	[paper]
【EMNLP 2024】	Conference	Conference Towards Online Continuous Sign Language Recognition and Translation	[paper]]
【AAAI 2025】	Conference	Conference KD-MSLRT: Lightweight Sign Language Recognition Model Based on Mediapipe and 3D to 1D Knowledge Distillation	[Paper]
【AAAI 2024】	Conference	Conference Cross-Sentence Gloss Consistency for Continuous Sign Language Recognition	[Paper]
【AAAI 2024】	Conference	Conference TCNet: Continuous Sign Language Recognition from Trajectories and Correlated Regions	[Paper]
【CVPR 2024】	Conference	Conference SignGraph: A Sign Sequence is Worth Graphs of Nodes	[Paper] [code]
【ICLR 2024】sub		SignKD: Multi-modal Hierarchical Knowledge Distillation for Continuous Sign Language Recognition	[Paper]
（TPAMI 2020）	Conference	Conference Weakly Supervised Learning with Multi-Stream CNN-LSTM-HMMs to Discover Sequential Parallelism in Sign Language Videos	[Paper]
（TCSVT 2020）	Conference Conference	Conference Semantic Boundary Detection with Reinforcement Learning for Continuous Sign Language Recognition	[Paper]
（TMM 2022）	Conference	Conference Spatial-Temporal Multi-Cue Network for Sign Language Recognition and Translation	[Paper]
（TMM 2022）	Conference	Conference PiSLTRc: Position-Informed Sign Language Transformer With Content-Aware Convolution	[Paper]
（TMM 2023）	Conference	Conference Prior-Aware Cross Modality Augmentation Learning for Continuous Sign Language Recognition	[Paper]
（TETCI 2024）	Conference	Conference Spatial Temporal Aggregation for Efficient Continuous Sign Language Recognition	[Paper]
（TIP 2024）	Conference	Conference Gloss Prior Guided Visual Feature Learning for Continuous Sign Language Recognition	[Paper]
（TCSVT 2023）	Conference Conference	Conference Spatial-Temporal Enhanced Network for Continuous Sign Language Recognition	[Paper]
（TMM 2023）	Conference	Conference Collaborative Multilingual Continuous Sign Language Recognition: A Unified Framework	[Paper]
（TMM 2024）	Conference	Conference A Sign Language Recognition Framework Based on Cross-Modal Complementary Information Fusion	[Paper]
（PR 2024）	Conference	Conference Scalable Frame Resolution for Efficient Continuous Sign Language Recognition	[Paper]
（PR 2023）	Conference	Conference Multi-scale local-temporal similarity fusion for continuous sign language recognition	[Paper]
（TPAMI 2025）	Conference	Conference MixSignGraph: A Sign Sequence is Worth Mixed Graphs of Nodes	[Paper]
「Arxiv 2024.01.22」	Conference	Conference SignVTCL: Multi-Modal Continuous Sign Language Recognition Enhanced by Visual-Textual Contrastive Learning	[Paper]
「Arxiv 2024.02.29」	Conference	Conference Continuous Sign Language Recognition Based on Motor attention mechanism and frame-level Self-distillation	[Paper]
「Arxiv 2024.04.12」	Conference	Conference Improving Continuous Sign Language Recognition with Adapted Image Models	[Paper] [Code]
「Arxiv 2024.04.17」	Conference	Conference CorrNet+: Sign Language Recognition and Translation via Spatial-Temporal Correlation	[Paper] [Code]
「Arxiv 2024.04.21」	Conference	Conference Stream State-tying for Sign Language Recognition	[Paper]
「Arxiv 2024.05.02」	Conference	Conference A Hong Kong Sign Language Corpus Collected from Sign-interpreted TV News	[Paper]
「Arxiv 2024.05.16」	Conference	Conference A Tale of Two Languages: Large-Vocabulary Continuous Sign Language Recognition from Spoken Language Supervision	[Paper]
「Arxiv 2024.05.20」	Conference	Conference Continuous Sign Language Recognition with Adapted Conformer via Unsupervised Pretraining	[Paper]
「Arxiv 2024.06.26」	Conference	Conference Continuous Sign Language Recognition Using Intra-inter Gloss Attention	[Paper]
「Arxiv 2024.08.14」	Conference	Conference Sign language recognition based on deep learning and low-cost handcrafted descriptors	[Paper]
「Arxiv 2024.09.02」	Conference	Conference SCOPE: Sign Language Contextual Processing with Embedding from LLMs	[Paper]
「Arxiv 2024.09.18」	Conference	Conference A Chinese Continuous Sign Language Dataset Based on Complex Environments	[Paper]
「Arxiv 2024.11.07」	Conference	Conference Continuous Sign Language Recognition System using Deep Learning with MediaPipe Holistic	[Paper]
「Arxiv 2025.03.11」	Conference	Conference OLMD: Orientation-aware Long-term Motion Decoupling for Continuous Sign Language Recognition	[Paper]
「Arxiv 2025.03.21」	Conference	Conference Stack Transformer Based Spatial-Temporal Attention Model for Dynamic Multi-Culture Sign Language Recognition	[Paper]
「Arxiv 2025.04.02」	Conference	Conference CLIP-SLA: Parameter-Efficient CLIP Adaptation for Continuous Sign Language Recognition	[Paper]
「Arxiv 2025.04.22」	Conference	Conference SignX: The Foundation Model for Sign Recognition	[Paper]

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