Recent advances in deep learning for object detection von Wu, Xiongwei, Sahoo, Doyen, Hoi, Steven C.H.

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Online continual learning in image classification: An empirical survey von Mai, Zheda, Li, Ruiwen, Jeong, Jihwan, Quispe, David, Kim, Hyunwoo, Sanner, Scott

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Focal and efficient IOU loss for accurate bounding box regression von Zhang, Yi-Fan, Ren, Weiqiang, Zhang, Zhang, Jia, Zhen, Wang, Liang, Tan, Tieniu

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An introduction to Deep Learning in Natural Language Processing: Models, techniques, and tools von Lauriola, Ivano, Lavelli, Alberto, Aiolli, Fabio

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On hyperparameter optimization of machine learning algorithms: Theory and practice von Yang, Li, Shami, Abdallah

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RoFormer: Enhanced transformer with Rotary Position Embedding von Su, Jianlin, Ahmed, Murtadha, Lu, Yu, Pan, Shengfeng, Bo, Wen, Liu, Yunfeng

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A comprehensive survey on support vector machine classification: Applications, challenges and trends von Cervantes, Jair, Garcia-Lamont, Farid, Rodríguez-Mazahua, Lisbeth, Lopez, Asdrubal

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A Brief Survey on Semantic Segmentation with Deep Learning von Hao, Shijie, Zhou, Yuan, Guo, Yanrong

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Activation functions in deep learning: A comprehensive survey and benchmark von Dubey, Shiv Ram, Singh, Satish Kumar, Chaudhuri, Bidyut Baran

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A review on the attention mechanism of deep learning von Niu, Zhaoyang, Zhong, Guoqiang, Yu, Hui

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Dynamic network embedding survey von Xue, Guotong, Zhong, Ming, Li, Jianxin, Chen, Jia, Zhai, Chengshuai, Kong, Ruochen

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Deep visual domain adaptation: A survey von Wang, Mei, Deng, Weihong

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SRDiff: Single image super-resolution with diffusion probabilistic models von Li, Haoying, Yang, Yifan, Chang, Meng, Chen, Shiqi, Feng, Huajun, Xu, Zhihai, Li, Qi, Chen, Yueting

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Pruning and quantization for deep neural network acceleration: A survey von Liang, Tailin, Glossner, John, Wang, Lei, Shi, Shaobo, Zhang, Xiaotong

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GAN-based synthetic medical image augmentation for increased CNN performance in liver lesion classification von Frid-Adar, Maayan, Diamant, Idit, Klang, Eyal, Amitai, Michal, Goldberger, Jacob, Greenspan, Hayit

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Deep face recognition: A survey von Wang, Mei, Deng, Weihong

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AdaBoost-CNN: An adaptive boosting algorithm for convolutional neural networks to classify multi-class imbalanced datasets using transfer learning von Taherkhani, Aboozar, Cosma, Georgina, McGinnity, T.M.

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Federated learning on non-IID data: A survey von Zhu, Hangyu, Xu, Jinjin, Liu, Shiqing, Jin, Yaochu

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Dealing with categorical and integer-valued variables in Bayesian Optimization with Gaussian processes von Garrido-Merchán, Eduardo C., Hernández-Lobato, Daniel

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Deep learning in video multi-object tracking: A survey von Ciaparrone, Gioele, Luque Sánchez, Francisco, Tabik, Siham, Troiano, Luigi, Tagliaferri, Roberto, Herrera, Francisco

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