CV_Paper_Study

(1) IMAGE DENOISING & SUPER RESOLUTION

(2) IMAGE SEGMENTATION

(3) GENERAL DEEP LEARNING MODELS

[16] Ioffe, Sergey, and Christian Szegedy. "Batch normalization: Accelerating deep network training by reducing internal covariate shift." arXiv preprint arXiv:1502.03167 (2015). https://arxiv.org/pdf/1502.03167.pdf (An outstanding Work in 2015) ⭐⭐⭐⭐

[17] Ba, Jimmy Lei, Jamie Ryan Kiros, and Geoffrey E. Hinton. "Layer normalization." arXiv preprint arXiv:1607.06450 (2016). https://arxiv.org/pdf/1607.06450.pdf?utm_source=sciontist.com&utm_medium=refer&utm_campaign=promote (Update of Batch Normalization) ⭐⭐⭐⭐

[18] Courbariaux, Matthieu, et al. "Binarized Neural Networks: Training Neural Networks with Weights and Activations Constrained to+ 1 or−1." https://www.semanticscholar.org/paper/Binarized-Neural-Networks%3A-Training-Deep-Neural-and-Courbariaux-Hubara/6eecc808d4c74e7d0d7ef6b8a4112c985ced104d?p2df (New Model,Fast) ⭐⭐⭐

[19] Jaderberg, Max, et al. "Decoupled neural interfaces using synthetic gradients." arXiv preprint arXiv:1608.05343 (2016). https://arxiv.org/pdf/1608.05343.pdf (Innovation of Training Method,Amazing Work) ⭐⭐⭐⭐⭐