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| @inproceedings{li2020wlasl, | |
| title={Word-level Deep Sign Language Recognition from Video: A New Large-scale Dataset and Methods Comparison}, | |
| author={Li, Dongxu and Rodriguez, Cristian and Yu, Xin and Li, Hongdong}, | |
| booktitle={IEEE Winter Conference on Applications of Computer Vision (WACV)}, | |
| pages={1459--1469}, | |
| year={2020} | |
| } | |
| @inproceedings{duarte2021how2sign, | |
| title={{How2Sign}: A Large-scale Multimodal Dataset for Continuous American Sign Language}, | |
| author={Duarte, Amanda and Palaskar, Shruti and Ventura, Lucas and Ghadiyaram, Deepti and DeHaan, Kenneth and Metze, Florian and Torres, Jordi and Giro-i-Nieto, Xavier}, | |
| booktitle={IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, | |
| year={2021} | |
| } | |
| @article{grishchenko2020mediapipe, | |
| title={MediaPipe Holistic: Simultaneous Face, Hand and Pose Prediction, on Device}, | |
| author={Grishchenko, Ivan and Bazarevsky, Valentin}, | |
| journal={Google AI Blog}, | |
| year={2020}, | |
| note={\url{https://ai.googleblog.com/2020/12/mediapipe-holistic-simultaneous-face.html}} | |
| } | |
| @inproceedings{camgoz2020signtransformer, | |
| title={Sign Language Transformers: Joint End-to-End Sign Language Recognition and Translation}, | |
| author={Camgoz, Necati Cihan and Koller, Oscar and Hadfield, Simon and Bowden, Richard}, | |
| booktitle={IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, | |
| pages={10023--10033}, | |
| year={2020} | |
| } | |
| @inproceedings{tran2015c3d, | |
| title={Learning Spatiotemporal Features with 3D Convolutional Networks}, | |
| author={Tran, Du and Bourdev, Lubomir and Fergus, Rob and Torresani, Lorenzo and Paluri, Manohar}, | |
| booktitle={IEEE International Conference on Computer Vision (ICCV)}, | |
| pages={4489--4497}, | |
| year={2015} | |
| } | |
| @article{kingma2015adam, | |
| title={Adam: A Method for Stochastic Optimization}, | |
| author={Kingma, Diederik P. and Ba, Jimmy}, | |
| journal={International Conference on Learning Representations (ICLR)}, | |
| year={2015} | |
| } | |
| @inproceedings{hu2022lora, | |
| title={LoRA: Low-Rank Adaptation of Large Language Models}, | |
| author={Hu, Edward J. and Shen, Yelong and Wallis, Phillip and Allen-Zhu, Zeyuan and Li, Yuanzhi and Wang, Lu and Wang, Weizhu and Chen, Weizhu}, | |
| booktitle={International Conference on Learning Representations (ICLR)}, | |
| year={2022} | |
| } | |
| @article{dettmers2023qlora, | |
| title={QLoRA: Efficient Finetuning of Quantized LLMs}, | |
| author={Dettmers, Tim and Pagnoni, Artidoro and Holtzman, Ari and Zettlemoyer, Luke}, | |
| journal={Advances in Neural Information Processing Systems (NeurIPS)}, | |
| year={2023} | |
| } | |
| @inproceedings{boha2021signpose, | |
| title={Sign Pose-Based Transformer for Word-Level Sign Language Recognition}, | |
| author={Bohacek, Matyas and Hruz, Marek}, | |
| booktitle={IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, | |
| year={2022} | |
| } | |
| @inproceedings{jiang2021slgcn, | |
| title={Skeleton Aware Multi-modal Sign Language Recognition}, | |
| author={Jiang, Songyao and Sun, Bin and Wang, Lichen and Bai, Yue and Li, Kunpeng and Fu, Yun}, | |
| booktitle={IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, | |
| year={2021} | |
| } | |