tf.boolean_mask(
    tensor,
    mask,
    name='boolean_mask',
    axis=None
)

import tensorflow as tf


a = [1, 2, 3, 4]
mask = [True, False, True, False]
sess = tf.Session()
print(sess.run(tf.boolean_mask(a, mask))) #[1 3]