When I first strated training seriously a few years ago, I put on a fair bit of weight. I put this down to two factors:
1 - massive overestimation of calories burned led me to eat to much to replenish this deficit;
2 - increase in the amount of muscle on my legs.
I soon realized the error of my ways and stopped the post-ride gorging. Since then, the weight came off and stayed off.