The under-pressure commodity suffered fresh selling yesterday after the US Department of Energy showed that supplies rose 4.8 million barrels in the week ending December 11.
While they recovered slightly in early Asian trade, the two main contracts retreated by mid-morning.
At around 0320 GMT, US benchmark West Texas Intermediate for January delivery was down six cents at USD 35.46 while Brent crude for February, a new contract, was down 15 cents at USD 37.24.
"While the global oversupply has been persistent, expanding US supplies on warmer weather and low heating demand is putting a further downward pressure on oil," Kang Yoo Jin, a commodities analyst at NH Investment & Securities, told Bloomberg News.
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"As the market generally expects another rate increase in March, oil prices will most likely stay low at least until the first quarter."
The Fed's widely expected decision to lift interest rates for the first time since 2006 also weighed, with the dollar ticking up against most rivals, making oil more expensive to customers using weaker currencies.
Analysts said there was some support from US lawmakers' decision to pas a bill yesterday to lift a four-decade ban on oil exports as part of a massive government spending overhaul.
Crude exports were banned in 1975 as prices skyrocketed in the wake of the Arab oil embargo.
"A lifting of the export ban could narrow the spread between WTI and Brent, by providing the international market with a substitute for oil from current main supplying regions," said Sanjeev Gupta, head of the Asia-Pacific Oil and Gas practice at professional services organization EY.