Hadamard gate is expressed as $H=R_x(\pi)*R_y(2\theta)$ where $\theta$ is $\pi/4$. $$H=\begin{bmatrix} 0 & 1\\ 1 & 0 \end{bmatrix} \begin{bmatrix} \cos \theta & -\sin \theta\\ \sin \theta & \cos \theta \end{bmatrix}=\begin{bmatrix} \sin \theta & \cos \theta\\ \cos \theta & -\sin \theta \end{bmatrix}=\frac{1}{\sqrt{2}}\begin{bmatrix} 1 & 1\\ 1 & -1 \end{bmatrix}$$
But in some literature, I found Hadamard Gate is expressed as $H=\begin{bmatrix} \cos \theta & -\sin \theta\\ \sin \theta & \cos \theta \end{bmatrix}$. Here this generic expression of Hadamard Gate is used to deal with weak measurement reversal.
https://iopscience.iop.org/article/10.1088/0953-4075/46/14/145501/pdf (equation 7)
Can anyone explain this form of Hadamard Gate used? Numerous other works have been done by different authors with this Hadamard Gate expression. It seems they got confused with rotation matrix to be same as a generic Hadamard Gate.