No, and this distinction is critical to understanding the risk that short sellers take.
To use a slightly anomalous stock which hasn't split as an easy example, if you had shorted $BRK in 1980 when the price was $300, the potential upside was just 100%: In your best outcome, they go bankrupt and the most you earn is $300. Unfortunately for you, Berkshire Hathaway shares are now worth $430,000, so your $300 or 100% upside turned out to be a rounding error against the approximately -150000% loss.
Edit: The reverse is technically symmetrical, but the consequences make it work out differently for the markets and society. Yes, if you'd bought BRK in 1980 you'd have had a liability of $300 (your cash input could be worthless if they went bankrupt) and a potential upside of hundreds of thousands if it went to the moon.
The difference is that if you held the stock and it goes bankrupt, you're only liable for the amount that you put in. Worst case, you bet the farm and you're going to be washing dishes to put food on the table, but it's your loss to lose and your gain to win. If instead you bet the farm in a short position, you never had and will never have thousands of farms to bet in the first place; you're going to declare bankruptcy and someone else is going to have to pay for the bad bet you made. That effectively pushes the losses back on society but privatizes the gains.